GM report: HO36 vs Flaneur evidence + pricing

PROMPTS/session-a-ho36.md

@@ -1,4 +1,4 @@
-# SESSION A PROMPT — HO36 Data Collection (Codex)
+# SESSION A PROMPT - HO36 Data Collection (Codex)
 
 Copy/paste this entire prompt into your **Session A** Codex window.
 
@@ -7,12 +7,12 @@ Copy/paste this entire prompt into your **Session A** Codex window.
 ```markdown
 You are a competitive-intel researcher collecting **public, no-login** online footprint data for **HO36 Lyon**. You are working in parallel with Session B (Flâneur) and Session C (discovery helper). Your job is to gather the **highest-signal numbers + URLs + screenshots** so we can explain why **HO36 was likely full around NYE** while Flâneur had availability.
 
-## Non‑Negotiables (do not stall)
+## Non-Negotiables (do not stall)
 - Public pages only. **No login**, no captcha solving, no bypassing anti-bot.
 - If blocked, **record `status: blocked`** with URL + screenshot and move on.
-- Be “insistent”: timebox each source to **10 minutes**, then move on.
+- Be "insistent": timebox each source to **10 minutes**, then move on.
 - Always capture evidence: URL + timestamp + screenshot path.
-- Use the repo’s schema exactly (`SCHEMA.md`).
+- Use the repo's schema exactly (`SCHEMA.md`).
 
 ## Start Here (Git coordination)
 1) Read Forgejo details from `~/readme.md`
@@ -41,7 +41,7 @@ Capture pages with:
   --html "data/ho36/raw/<name>__YYYYMMDD.html" \
   --wait-ms 2000
 ```
-Convert JSON→CSV:
+Convert JSON->CSV:
 ```bash
 python3 tools/json_to_csv.py --json data/ho36/evidence.json --csv data/ho36/evidence.csv
 ```
@@ -55,7 +55,7 @@ Collect:
 - booking engine domain (e.g. Mews/RoomRaccoon/etc.)
 - languages visible
 - inventory/price claims (if stated)
-- any NYE/seasonal policy hints (min nights, sold out banners) — if none, record `unknown`
+- any NYE/seasonal policy hints (min nights, sold out banners) - if none, record `unknown`
 Capture: homepage + any booking/rooms page you can access.
 
 ### 2) Google Maps (must get rating + review count)
@@ -73,7 +73,7 @@ cat > /root/tmp/ho36_maps_iframe.html <<'EOF'
 </body></html>
 EOF
 ```
-Then use Playwright to screenshot and read the iframe body text (look for “#### avis”).
+Then use Playwright to screenshot and read the iframe body text (look for \"#### avis\").
 Record `google_maps.rating` and `google_maps.review_count`.
 
 ### 3) Hostelworld (must get listing URL + rating + review count)
@@ -116,4 +116,3 @@ git push origin data/ho36
 
 Begin now. Post progress after each source.
 ```
-

data/flaneur/evidence.csv

@@ -5,7 +5,7 @@ flaneur,other,canonical_url_booking_engine,https://booking.roomraccoon.fr/le-fl-
 flaneur,other,canonical_url_instagram,https://www.instagram.com/leflaneur_gh/,https://leflaneur-guesthouse.com/,2026-01-02T19:01:21+01:00,ok,high,Linked from official site footer/social icons.,
 flaneur,other,canonical_url_facebook,https://www.facebook.com/leflaneurlyon,https://leflaneur-guesthouse.com/,2026-01-02T19:01:21+01:00,ok,high,Linked from official site footer/social icons.,
 flaneur,other,canonical_url_tiktok,,https://leflaneur-guesthouse.com/,2026-01-02T19:01:21+01:00,unknown,low,No TikTok link found on official site homepage/footer; will attempt direct check later.,
-flaneur,other,canonical_url_booking_listing,,https://www.booking.com/searchresults.html?ss=Le%20Fl%C3%A2neur%20Guesthouse%20Lyon,2026-01-02T19:01:21+01:00,unknown,low,Attempted Booking.com search; listing URL not yet identified (timeboxed).,
+flaneur,other,canonical_url_booking_listing,https://www.booking.com/hotel/fr/le-flaneur-guesthouse.fr.html,https://www.booking.com/hotel/fr/le-flaneur-guesthouse.fr.html,2026-01-03T01:57:11+00:00,ok,high,"Captured Booking.com listing; canonical URL from <link rel=""canonical"">. HTML snapshot: data/flaneur/raw/flaneur__booking__listing__20260103.html.",data/flaneur/screenshots/flaneur__booking__listing__20260103.png
 flaneur,other,canonical_url_hostelworld_listing,https://www.hostelworld.com/hostels/p/100844/le-flaneur-guesthouse/,https://www.hostelworld.com/st/hostels/lyon/,2026-01-02T19:30:41+01:00,ok,high,Found on Hostelworld Lyon hostels page.,
 flaneur,other,canonical_url_tripadvisor_listing,https://www.tripadvisor.com/Hotel_Review-g187265-d8778985-Reviews-Le_Flaneur_Guesthouse-Lyon_Rhone_Auvergne_Rhone_Alpes.html,https://www.tripadvisor.com/Hotel_Review-g187265-d8778985-Reviews-Le_Flaneur_Guesthouse-Lyon_Rhone_Auvergne_Rhone_Alpes.html,2026-01-02T19:01:21+01:00,blocked,med,TripAdvisor page blocked (captcha-delivery.com JS challenge in curl capture).,data/flaneur/screenshots/flaneur__tripadvisor__20260102.png
 flaneur,official_site,hero_cta_text,Réservez votre séjour maintenant !,https://leflaneur-guesthouse.com/,2026-01-02T19:09:44+01:00,ok,high,Homepage headline/CTA text.,data/flaneur/screenshots/flaneur__official_site__20260102.png
@@ -27,8 +27,15 @@ flaneur,google_maps,category,Hostel,"https://www.google.com/maps/place/Le+Fl%C3%
 flaneur,google_maps,address,"56 Rue Sébastien Gryphe, 69007 Lyon, France","https://www.google.com/maps/place/Le+Fl%C3%A2neur+Guesthouse/@45.7512135,4.8428045,17z/data=!3m1!5s0x47f4ea4464dcb499:0x7fbb59cd88d1026a!4m9!3m8!1s0x47f4ea446430af35:0xe27846417ed8f4f!5m2!4m1!1i2!8m2!3d45.7512135!4d4.8428045!16s%2Fg%2F11ckqn6t7v",2026-01-02T19:30:41+01:00,ok,high,Address from Maps meta/OG content and official site footer.,data/flaneur/screenshots/flaneur__google_maps__20260102.png
 flaneur,hostelworld,rating,8.1,https://www.hostelworld.com/hostels/p/100844/le-flaneur-guesthouse/,2026-01-02T19:30:41+01:00,ok,high,Hostelworld header shows '8.1 Fabulous (2332)'.,data/flaneur/screenshots/flaneur__hostelworld__20260102.png
 flaneur,hostelworld,review_count,2332,https://www.hostelworld.com/hostels/p/100844/le-flaneur-guesthouse/,2026-01-02T19:30:41+01:00,ok,high,Hostelworld header shows '8.1 Fabulous (2332)'.,data/flaneur/screenshots/flaneur__hostelworld__20260102.png
+flaneur,hostelworld,kitchen_facilities,"Self-Catering Facilities, Fridge/Freezer, Utensils, Microwave, Pots and Pans, Sink, Stove",https://www.hostelworld.com/hostels/p/100844/le-flaneur-guesthouse/,2026-01-03T01:55:47+00:00,ok,high,From Hostelworld facilities list captured separately (verify/results/hostelworld_facilities_flaneur_100844.json).,
+flaneur,official_site,direct_booking_min_bed_eur,22.88,https://booking.roomraccoon.fr/le-fl-neur-guesthouse-8346/fr/,2026-01-03T01:21:09+00:00,ok,high,Pricing snapshot window 2026-01-03 to 2026-01-04. Room: 'Dortoir mixte 16 lits' (available units: 10). Refund policy hint: Remboursable jusqu'a 15h la veille. HTML snapshot: data/flaneur/raw/flaneur__roomraccoon__pricing__20260103_20260104__20260103.html.,data/flaneur/screenshots/flaneur__roomraccoon__pricing__20260103_20260104__20260103.png
+flaneur,official_site,direct_booking_min_private_room_eur,50.88,https://booking.roomraccoon.fr/le-fl-neur-guesthouse-8346/fr/,2026-01-03T01:21:09+00:00,ok,high,Pricing snapshot window 2026-01-03 to 2026-01-04. Room: 'Chambre Privée 4 personnes' (availability not shown). Refund policy hint: Remboursable jusqu'a 15h la veille. HTML snapshot: data/flaneur/raw/flaneur__roomraccoon__pricing__20260103_20260104__20260103.html.,data/flaneur/screenshots/flaneur__roomraccoon__pricing__20260103_20260104__20260103.png
 flaneur,booking,access_status,blocked_by_waf,https://www.booking.com/searchresults.html?ss=Le%20Fl%C3%A2neur%20Guesthouse%20Lyon,2026-01-02T19:30:41+01:00,blocked,high,Booking.com returns AWS WAF 'verify you're not a robot' JS challenge in curl capture.,data/flaneur/screenshots/flaneur__booking__20260102.png
+flaneur,booking,rating,8.1,https://www.booking.com/hotel/fr/le-flaneur-guesthouse.fr.html,2026-01-03T01:57:11+00:00,ok,high,AggregateRating.ratingValue from JSON-LD on the listing page. HTML snapshot: data/flaneur/raw/flaneur__booking__listing__20260103.html.,data/flaneur/screenshots/flaneur__booking__listing__20260103.png
+flaneur,booking,review_count,502,https://www.booking.com/hotel/fr/le-flaneur-guesthouse.fr.html,2026-01-03T01:57:11+00:00,ok,high,AggregateRating.reviewCount from JSON-LD on the listing page. HTML snapshot: data/flaneur/raw/flaneur__booking__listing__20260103.html.,data/flaneur/screenshots/flaneur__booking__listing__20260103.png
 flaneur,instagram,access_status,blocked_or_login_required,https://www.instagram.com/leflaneur_gh/,2026-01-02T19:30:41+01:00,blocked,med,Instagram profile did not yield follower counts in automated capture (likely login/consent wall).,data/flaneur/screenshots/flaneur__instagram__20260102.png
+flaneur,instagram,followers_count,2296,https://www.instagram.com/leflaneur_gh/,2026-01-02T20:23:30+00:00,ok,high,From og:description meta (verify/results/flaneur_googlebot_audit.jsonl).,
+flaneur,instagram,posts_count,742,https://www.instagram.com/leflaneur_gh/,2026-01-02T20:23:30+00:00,ok,high,From og:description meta (verify/results/flaneur_googlebot_audit.jsonl).,
 flaneur,facebook,access_status,blocked_or_login_required,https://www.facebook.com/leflaneurlyon,2026-01-02T19:30:41+01:00,blocked,high,Facebook page prompts login (screenshot shows login form).,data/flaneur/screenshots/flaneur__facebook__20260102.png
 flaneur,tiktok,search_results_visible,True,https://www.tiktok.com/search?q=le%20flaneur%20guesthouse%20lyon,2026-01-02T19:30:41+01:00,ok,low,"Search results page loads, but identifying official account requires further navigation/login.",data/flaneur/screenshots/flaneur__tiktok__20260102.png
 flaneur,press,press_mentions,,https://leflaneur-guesthouse.com/,2026-01-02T19:30:41+01:00,unknown,low,No dedicated press/mentions page identified on official site during this session.,

data/flaneur/evidence.json

@@ -79,13 +79,13 @@
       "target": "flaneur",
       "source": "other",
       "metric_name": "canonical_url_booking_listing",
-      "metric_value": null,
-      "url": "https://www.booking.com/searchresults.html?ss=Le%20Fl%C3%A2neur%20Guesthouse%20Lyon",
-      "captured_at": "2026-01-02T19:01:21+01:00",
-      "status": "unknown",
-      "confidence": "low",
-      "notes": "Attempted Booking.com search; listing URL not yet identified (timeboxed).",
-      "screenshot_path": null
+      "metric_value": "https://www.booking.com/hotel/fr/le-flaneur-guesthouse.fr.html",
+      "url": "https://www.booking.com/hotel/fr/le-flaneur-guesthouse.fr.html",
+      "captured_at": "2026-01-03T01:57:11+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "Captured Booking.com listing; canonical URL from <link rel=\"canonical\">. HTML snapshot: data/flaneur/raw/flaneur__booking__listing__20260103.html.",
+      "screenshot_path": "data/flaneur/screenshots/flaneur__booking__listing__20260103.png"
     },
     {
       "target": "flaneur",
@@ -339,6 +339,42 @@
       "notes": "Hostelworld header shows '8.1 Fabulous (2332)'.",
       "screenshot_path": "data/flaneur/screenshots/flaneur__hostelworld__20260102.png"
     },
+    {
+      "target": "flaneur",
+      "source": "hostelworld",
+      "metric_name": "kitchen_facilities",
+      "metric_value": "Self-Catering Facilities, Fridge/Freezer, Utensils, Microwave, Pots and Pans, Sink, Stove",
+      "url": "https://www.hostelworld.com/hostels/p/100844/le-flaneur-guesthouse/",
+      "captured_at": "2026-01-03T01:55:47+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "From Hostelworld facilities list captured separately (verify/results/hostelworld_facilities_flaneur_100844.json).",
+      "screenshot_path": null
+    },
+    {
+      "target": "flaneur",
+      "source": "official_site",
+      "metric_name": "direct_booking_min_bed_eur",
+      "metric_value": 22.88,
+      "url": "https://booking.roomraccoon.fr/le-fl-neur-guesthouse-8346/fr/",
+      "captured_at": "2026-01-03T01:21:09+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "Pricing snapshot window 2026-01-03 to 2026-01-04. Room: 'Dortoir mixte 16 lits' (available units: 10). Refund policy hint: Remboursable jusqu'a 15h la veille. HTML snapshot: data/flaneur/raw/flaneur__roomraccoon__pricing__20260103_20260104__20260103.html.",
+      "screenshot_path": "data/flaneur/screenshots/flaneur__roomraccoon__pricing__20260103_20260104__20260103.png"
+    },
+    {
+      "target": "flaneur",
+      "source": "official_site",
+      "metric_name": "direct_booking_min_private_room_eur",
+      "metric_value": 50.88,
+      "url": "https://booking.roomraccoon.fr/le-fl-neur-guesthouse-8346/fr/",
+      "captured_at": "2026-01-03T01:21:09+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "Pricing snapshot window 2026-01-03 to 2026-01-04. Room: 'Chambre Privée 4 personnes' (availability not shown). Refund policy hint: Remboursable jusqu'a 15h la veille. HTML snapshot: data/flaneur/raw/flaneur__roomraccoon__pricing__20260103_20260104__20260103.html.",
+      "screenshot_path": "data/flaneur/screenshots/flaneur__roomraccoon__pricing__20260103_20260104__20260103.png"
+    },
     {
       "target": "flaneur",
       "source": "booking",
@@ -351,6 +387,30 @@
       "notes": "Booking.com returns AWS WAF 'verify you're not a robot' JS challenge in curl capture.",
       "screenshot_path": "data/flaneur/screenshots/flaneur__booking__20260102.png"
     },
+    {
+      "target": "flaneur",
+      "source": "booking",
+      "metric_name": "rating",
+      "metric_value": 8.1,
+      "url": "https://www.booking.com/hotel/fr/le-flaneur-guesthouse.fr.html",
+      "captured_at": "2026-01-03T01:57:11+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "AggregateRating.ratingValue from JSON-LD on the listing page. HTML snapshot: data/flaneur/raw/flaneur__booking__listing__20260103.html.",
+      "screenshot_path": "data/flaneur/screenshots/flaneur__booking__listing__20260103.png"
+    },
+    {
+      "target": "flaneur",
+      "source": "booking",
+      "metric_name": "review_count",
+      "metric_value": 502,
+      "url": "https://www.booking.com/hotel/fr/le-flaneur-guesthouse.fr.html",
+      "captured_at": "2026-01-03T01:57:11+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "AggregateRating.reviewCount from JSON-LD on the listing page. HTML snapshot: data/flaneur/raw/flaneur__booking__listing__20260103.html.",
+      "screenshot_path": "data/flaneur/screenshots/flaneur__booking__listing__20260103.png"
+    },
     {
       "target": "flaneur",
       "source": "instagram",
@@ -363,6 +423,30 @@
       "notes": "Instagram profile did not yield follower counts in automated capture (likely login/consent wall).",
       "screenshot_path": "data/flaneur/screenshots/flaneur__instagram__20260102.png"
     },
+    {
+      "target": "flaneur",
+      "source": "instagram",
+      "metric_name": "followers_count",
+      "metric_value": 2296,
+      "url": "https://www.instagram.com/leflaneur_gh/",
+      "captured_at": "2026-01-02T20:23:30+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "From og:description meta (verify/results/flaneur_googlebot_audit.jsonl).",
+      "screenshot_path": null
+    },
+    {
+      "target": "flaneur",
+      "source": "instagram",
+      "metric_name": "posts_count",
+      "metric_value": 742,
+      "url": "https://www.instagram.com/leflaneur_gh/",
+      "captured_at": "2026-01-02T20:23:30+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "From og:description meta (verify/results/flaneur_googlebot_audit.jsonl).",
+      "screenshot_path": null
+    },
     {
       "target": "flaneur",
       "source": "facebook",

data/flaneur/profile.md

@@ -72,8 +72,9 @@ Observed:
 
 ## Distribution status (required platforms)
 
-- Booking.com: blocked by WAF JS challenge in this environment
-  - https://www.booking.com/searchresults.html?ss=Le%20Fl%C3%A2neur%20Guesthouse%20Lyon
+- Booking.com: listing captured (note: WAF challenge also occurred on search access in this environment)
+  - Listing: https://www.booking.com/hotel/fr/le-flaneur-guesthouse.fr.html
+  - Rating: 8.1; Reviews: 502 (schema.org JSON-LD on listing page)
 - Hostelworld: listing accessible + rating/reviews captured
   - https://www.hostelworld.com/hostels/p/100844/le-flaneur-guesthouse/
 - TripAdvisor: blocked by captcha/JS challenge in this environment
@@ -81,7 +82,7 @@ Observed:
 
 ## Socials (status)
 
-- Instagram: blocked/login/consent wall in automated capture (no follower metric extracted)
+- Instagram: 2,296 followers; 742 posts (from `og:description` meta; UI may still prompt login depending on session)
   - https://www.instagram.com/leflaneur_gh/
 - Facebook: blocked/login required in automated capture
   - https://www.facebook.com/leflaneurlyon
@@ -92,6 +93,16 @@ Observed:
 
 Unknown (no explicit NYE min-nights / sold-out / seasonal policy found on captured pages).
 
+## Direct booking snapshot (proxy window)
+
+Proxy window used (past dates not queryable): 2026-01-03 to 2026-01-04.
+
+- Direct booking engine: RoomRaccoon (`booking.roomraccoon.fr`)
+- Min dorm bed: 22.88 EUR ("Dortoir mixte 16 lits"; 10 beds available in snapshot)
+- Min private room: 50.88 EUR ("Chambre Privee 4 personnes")
+
+Kitchen signal (Hostelworld facilities): full self-catering (stove, utensils, fridge/freezer).
+
 ## Strong / weak vs HO36 (evidence-based only)
 
 Strong signals:

data/ho36/evidence.csv

@@ -8,24 +8,30 @@ ho36,official_site,booking_cta_text,Réserver un lit,https://ho36lyon.com/,2026-
 ho36,official_site,booking_engine_domain,www.mews.li,https://ho36lyon.com/,2026-01-02T18:03:15+00:00,ok,high,Homepage loads https://www.mews.li/distributor/distributor.min.js and uses a Mews widget token.,data/ho36/screenshots/ho36__official_site__home__20260102.png
 ho36,official_site,languages_available,"fr,en,it,nl",https://ho36lyon.com/,2026-01-02T18:03:15+00:00,ok,high,From hreflang + language switcher.,data/ho36/screenshots/ho36__official_site__home__20260102.png
 ho36,official_site,address,"36 Rue Montesquieu, 69007 Lyon",https://ho36lyon.com/,2026-01-02T18:03:15+00:00,ok,high,From official site footer map link.,data/ho36/screenshots/ho36__official_site__home__20260102.png
-ho36,official_site,starting_price_eur_per_night,22,https://ho36lyon.com/en/,2026-01-02T18:22:11+00:00,ok,high,Marketing claim in meta description: “Beds from 22€/night”.,data/ho36/screenshots/ho36__official_site__en__20260102.png
-ho36,official_site,private_rooms_count,13,https://ho36lyon.com/,2026-01-02T18:03:15+00:00,ok,high,Section “13 chambres privatives”.,data/ho36/screenshots/ho36__official_site__home__20260102.png
-ho36,official_site,dorm_beds_count,50,https://ho36lyon.com/,2026-01-02T18:03:15+00:00,ok,high,Section “50 lits en dortoirs”.,data/ho36/screenshots/ho36__official_site__home__20260102.png
-ho36,official_site,amenities_highlights,"accueil_multilingue_24_7,bagagerie,boutique_essentiels,petit_dejeuner,cafeterie,bar_bieres_cocktails,espaces_de_vie,programmation_artistique",https://ho36lyon.com/,2026-01-02T18:03:15+00:00,ok,med,"Compiled from visible sections (“Services disponibles”, “PETIT DEJEUNER ET BOISSONS 7j/7”, and experience description).",data/ho36/screenshots/ho36__official_site__home__20260102.png
+ho36,official_site,starting_price_eur_per_night,22,https://ho36lyon.com/en/,2026-01-02T18:22:11+00:00,ok,high,"Marketing claim in meta description: ""Beds from 22€/night"".",data/ho36/screenshots/ho36__official_site__en__20260102.png
+ho36,official_site,private_rooms_count,13,https://ho36lyon.com/,2026-01-02T18:03:15+00:00,ok,high,"Section ""13 chambres privatives"".",data/ho36/screenshots/ho36__official_site__home__20260102.png
+ho36,official_site,dorm_beds_count,50,https://ho36lyon.com/,2026-01-02T18:03:15+00:00,ok,high,"Section ""50 lits en dortoirs"".",data/ho36/screenshots/ho36__official_site__home__20260102.png
+ho36,official_site,amenities_highlights,"accueil_multilingue_24_7,bagagerie,boutique_essentiels,petit_dejeuner,cafeterie,bar_bieres_cocktails,espaces_de_vie,programmation_artistique",https://ho36lyon.com/,2026-01-02T18:03:15+00:00,ok,med,"Compiled from visible sections (""Services disponibles"", ""PETIT DEJEUNER ET BOISSONS 7j/7"", and experience description).",data/ho36/screenshots/ho36__official_site__home__20260102.png
 ho36,other,canonical_url_google_maps_shortlink,https://maps.app.goo.gl/vfGnGGQxJBNwvdgX8,https://maps.app.goo.gl/vfGnGGQxJBNwvdgX8,2026-01-02T18:03:15+00:00,ok,high,Linked from official site footer.,data/ho36/screenshots/ho36__official_site__home__20260102.png
-ho36,google_maps,rating,4.1,"https://www.google.fr/maps/place/HO36+Hostel+Lyon/@45.7529047,4.8394703,17z/data=!4m9!3m8!1s0x47f4ea44c206c2fd:0xb36a1c20ef67ead4!5m2!4m1!1i2!8m2!3d45.752901!4d4.8420452!16s%2Fg%2F1tnpkbvv?entry=tts",2026-01-02T18:05:56+00:00,ok,med,"Extracted from Google Maps UI (displayed as “4,1”). Review count was not visible in the rendered view.",data/ho36/screenshots/ho36__google_maps__20260102.png
-ho36,google_maps,review_count,1447,https://www.google.com/maps/embed?pb=!1m14!1m8!1m3!1d11135.645489923992!2d4.84204!3d45.7529227!3m2!1i1024!2i768!4f13.1!3m3!1m2!1s0x0%3A0xb36a1c20ef67ead4!2sho36%20Lyon%20Guilloti%C3%A8re!5e0!3m2!1sfr!2sfr!4v1567089009427!5m2!1sfr!2sfr,2026-01-02T18:40:13+00:00,ok,high,Extracted from the Google Maps embed iframe (same embed URL appears on the official site). The embed shows “1 447 avis”.,data/ho36/screenshots/ho36__google_maps_embed_iframe__20260102.png
+ho36,google_maps,rating,4.1,"https://www.google.fr/maps/place/HO36+Hostel+Lyon/@45.7529047,4.8394703,17z/data=!4m9!3m8!1s0x47f4ea44c206c2fd:0xb36a1c20ef67ead4!5m2!4m1!1i2!8m2!3d45.752901!4d4.8420452!16s%2Fg%2F1tnpkbvv?entry=tts",2026-01-02T18:05:56+00:00,ok,med,"Extracted from Google Maps UI (displayed as ""4,1""). Review count was not visible in the rendered view.",data/ho36/screenshots/ho36__google_maps__20260102.png
+ho36,google_maps,review_count,1447,https://www.google.com/maps/embed?pb=!1m14!1m8!1m3!1d11135.645489923992!2d4.84204!3d45.7529227!3m2!1i1024!2i768!4f13.1!3m3!1m2!1s0x0%3A0xb36a1c20ef67ead4!2sho36%20Lyon%20Guilloti%C3%A8re!5e0!3m2!1sfr!2sfr!4v1567089009427!5m2!1sfr!2sfr,2026-01-02T18:40:13+00:00,ok,high,"Extracted from the Google Maps embed iframe (same embed URL appears on the official site). The embed shows ""1,447 avis"".",data/ho36/screenshots/ho36__google_maps_embed_iframe__20260102.png
 ho36,instagram,profile_url,https://www.instagram.com/ho36hotel_lyon/,https://www.instagram.com/ho36hotel_lyon/,2026-01-02T18:11:22+00:00,ok,high,Linked from official site footer.,data/ho36/screenshots/ho36__instagram__20260102.png
-ho36,instagram,followers_count,3247,https://www.instagram.com/ho36hotel_lyon/,2026-01-02T18:11:22+00:00,ok,high,"From og:description meta (“3,247 followers…”).",data/ho36/screenshots/ho36__instagram__20260102.png
-ho36,instagram,posts_count,108,https://www.instagram.com/ho36hotel_lyon/,2026-01-02T18:11:22+00:00,ok,high,From og:description meta (“…108 publications…”).,data/ho36/screenshots/ho36__instagram__20260102.png
+ho36,instagram,followers_count,3247,https://www.instagram.com/ho36hotel_lyon/,2026-01-02T18:11:22+00:00,ok,high,"From og:description meta (""3,247 followers..."").",data/ho36/screenshots/ho36__instagram__20260102.png
+ho36,instagram,posts_count,108,https://www.instagram.com/ho36hotel_lyon/,2026-01-02T18:11:22+00:00,ok,high,"From og:description meta (""...108 publications..."").",data/ho36/screenshots/ho36__instagram__20260102.png
 ho36,facebook,page_url,https://www.facebook.com/ho36hotels/,https://www.facebook.com/ho36hotels/,2026-01-02T18:12:26+00:00,ok,high,Linked from official site footer.,data/ho36/screenshots/ho36__facebook__20260102.png
 ho36,facebook,likes_count,3185,https://www.facebook.com/ho36hotels/,2026-01-02T18:12:26+00:00,ok,high,From og:description meta (brand-level page: includes Lyon + other locations).,data/ho36/screenshots/ho36__facebook__20260102.png
 ho36,facebook,people_were_here,104,https://www.facebook.com/ho36hotels/,2026-01-02T18:12:26+00:00,ok,high,From og:description meta (brand-level page).,data/ho36/screenshots/ho36__facebook__20260102.png
 ho36,tripadvisor,listing_url,https://www.tripadvisor.fr/Hotel_Review-g187265-d293643-Reviews-Ho36_Hostel-Lyon_Rhone_Auvergne_Rhone_Alpes.html,https://www.tripadvisor.fr/Hotel_Review-g187265-d293643-Reviews-Ho36_Hostel-Lyon_Rhone_Auvergne_Rhone_Alpes.html,2026-01-02T18:09:34+00:00,blocked,low,Blocked by DataDome CAPTCHA in this environment (no bypass attempted).,data/ho36/screenshots/ho36__tripadvisor__20260102.png
 ho36,booking,listing_url,https://www.booking.com/hotel/fr/ho36-hostel.html,https://www.booking.com/hotel/fr/ho36-hostel.html,2026-01-02T19:11:29+00:00,blocked,high,Booking.com returned an AWS WAF / bot challenge (HTTP 202 + challenge.js) when attempting to access the (probable) HO36 listing URL. No bypass attempted.,data/ho36/screenshots/ho36__booking__listing_waf__20260102.png
+ho36,booking,listing_url_canonical,https://www.booking.com/hotel/fr/ho36-hostels-lyon.html,https://www.booking.com/hotel/fr/ho36-hostels-lyon.html,2026-01-03T01:57:06+00:00,ok,high,"Captured listing successfully; canonical URL from <link rel=""canonical"">. HTML snapshot: data/ho36/raw/ho36__booking__listing__20260103.html.",data/ho36/screenshots/ho36__booking__listing__20260103.png
+ho36,booking,rating,8.2,https://www.booking.com/hotel/fr/ho36-hostels-lyon.html,2026-01-03T01:57:06+00:00,ok,high,AggregateRating.ratingValue from JSON-LD on the listing page.,data/ho36/screenshots/ho36__booking__listing__20260103.png
+ho36,booking,review_count,1356,https://www.booking.com/hotel/fr/ho36-hostels-lyon.html,2026-01-03T01:57:06+00:00,ok,high,AggregateRating.reviewCount from JSON-LD on the listing page.,data/ho36/screenshots/ho36__booking__listing__20260103.png
 ho36,hostelworld,listing_url,https://www.hostelworld.com/hostels/p/270217/ho36-hostel/,https://www.hostelworld.com/hostels/p/270217/ho36-hostel/,2026-01-02T19:01:18+00:00,ok,high,"Located via Hostelworld Lyon directory page, then captured directly.",data/ho36/screenshots/ho36__hostelworld_listing__20260102.png
 ho36,hostelworld,rating,8.86,https://www.hostelworld.com/hostels/p/270217/ho36-hostel/,2026-01-02T19:01:18+00:00,ok,high,AggregateRating.ratingValue from schema.org JSON-LD on the listing page.,data/ho36/screenshots/ho36__hostelworld_listing__20260102.png
 ho36,hostelworld,review_count,1587,https://www.hostelworld.com/hostels/p/270217/ho36-hostel/,2026-01-02T19:01:18+00:00,ok,high,AggregateRating.reviewCount from schema.org JSON-LD on the listing page.,data/ho36/screenshots/ho36__hostelworld_listing__20260102.png
 ho36,hostelworld,lyon_directory_position,8,https://www.hostelworld.com/hostels/europe/france/lyon/,2026-01-02T19:09:05+00:00,ok,med,Position in the Hostelworld Lyon directory page (schema.org ItemList position). Sorting may vary by user/session.,data/ho36/screenshots/ho36__hostelworld_lyon__20260102.png
+ho36,hostelworld,kitchen_facilities,Microwave,https://www.hostelworld.com/hostels/p/270217/ho36-hostel/,2026-01-03T01:55:38+00:00,ok,high,From Hostelworld facilities list captured separately (verify/results/hostelworld_facilities_ho36_270217.json).,
+ho36,official_site,direct_booking_min_bed_eur,28.0,https://ho36lyon.com/,2026-01-03T01:21:23+00:00,ok,high,Pricing snapshot window 2026-01-03 to 2026-01-04. Room: 'Lit en dortoir mixte' (available units: 3). Refund policy hint: Non remboursable. Source: embedded Mews widget. Text snapshot: data/ho36/raw/ho36__mews__pricing__20260103_20260104__20260103.txt.,data/ho36/screenshots/ho36__mews__pricing__20260103_20260104__20260103.png
+ho36,official_site,direct_booking_min_private_room_eur,55.0,https://ho36lyon.com/,2026-01-03T01:21:23+00:00,ok,high,Pricing snapshot window 2026-01-03 to 2026-01-04. Room: 'Chambre single RDC' (available units: 1). Refund policy hint: Non remboursable. Source: embedded Mews widget. Text snapshot: data/ho36/raw/ho36__mews__pricing__20260103_20260104__20260103.txt.,data/ho36/screenshots/ho36__mews__pricing__20260103_20260104__20260103.png
 ho36,tiktok,profile_url,,https://ho36lyon.com/,2026-01-02T18:03:15+00:00,unknown,low,No TikTok link found on official site footer/header in captured pages.,data/ho36/screenshots/ho36__official_site__home__20260102.png
 ho36,other,nye_availability_or_policy_indicator,,https://ho36lyon.com/,2026-01-02T18:03:15+00:00,unknown,low,No publicly visible NYE-specific sold-out/min-night indicator captured without deep booking-engine interaction.,data/ho36/screenshots/ho36__official_site__home__20260102.png

data/ho36/evidence.json

@@ -120,7 +120,7 @@
       "captured_at": "2026-01-02T18:22:11+00:00",
       "status": "ok",
       "confidence": "high",
-      "notes": "Marketing claim in meta description: “Beds from 22€/night”.",
+      "notes": "Marketing claim in meta description: \"Beds from 22€/night\".",
       "screenshot_path": "data/ho36/screenshots/ho36__official_site__en__20260102.png"
     },
     {
@@ -132,7 +132,7 @@
       "captured_at": "2026-01-02T18:03:15+00:00",
       "status": "ok",
       "confidence": "high",
-      "notes": "Section “13 chambres privatives”.",
+      "notes": "Section \"13 chambres privatives\".",
       "screenshot_path": "data/ho36/screenshots/ho36__official_site__home__20260102.png"
     },
     {
@@ -144,7 +144,7 @@
       "captured_at": "2026-01-02T18:03:15+00:00",
       "status": "ok",
       "confidence": "high",
-      "notes": "Section “50 lits en dortoirs”.",
+      "notes": "Section \"50 lits en dortoirs\".",
       "screenshot_path": "data/ho36/screenshots/ho36__official_site__home__20260102.png"
     },
     {
@@ -156,7 +156,7 @@
       "captured_at": "2026-01-02T18:03:15+00:00",
       "status": "ok",
       "confidence": "med",
-      "notes": "Compiled from visible sections (“Services disponibles”, “PETIT DEJEUNER ET BOISSONS 7j/7”, and experience description).",
+      "notes": "Compiled from visible sections (\"Services disponibles\", \"PETIT DEJEUNER ET BOISSONS 7j/7\", and experience description).",
       "screenshot_path": "data/ho36/screenshots/ho36__official_site__home__20260102.png"
     },
     {
@@ -180,7 +180,7 @@
       "captured_at": "2026-01-02T18:05:56+00:00",
       "status": "ok",
       "confidence": "med",
-      "notes": "Extracted from Google Maps UI (displayed as “4,1”). Review count was not visible in the rendered view.",
+      "notes": "Extracted from Google Maps UI (displayed as \"4,1\"). Review count was not visible in the rendered view.",
       "screenshot_path": "data/ho36/screenshots/ho36__google_maps__20260102.png"
     },
     {
@@ -192,7 +192,7 @@
       "captured_at": "2026-01-02T18:40:13+00:00",
       "status": "ok",
       "confidence": "high",
-      "notes": "Extracted from the Google Maps embed iframe (same embed URL appears on the official site). The embed shows \u201c1\u202f447 avis\u201d.",
+      "notes": "Extracted from the Google Maps embed iframe (same embed URL appears on the official site). The embed shows \"1,447 avis\".",
       "screenshot_path": "data/ho36/screenshots/ho36__google_maps_embed_iframe__20260102.png"
     },
     {
@@ -216,7 +216,7 @@
       "captured_at": "2026-01-02T18:11:22+00:00",
       "status": "ok",
       "confidence": "high",
-      "notes": "From og:description meta (“3,247 followers…”).",
+      "notes": "From og:description meta (\"3,247 followers...\").",
       "screenshot_path": "data/ho36/screenshots/ho36__instagram__20260102.png"
     },
     {
@@ -228,7 +228,7 @@
       "captured_at": "2026-01-02T18:11:22+00:00",
       "status": "ok",
       "confidence": "high",
-      "notes": "From og:description meta (“…108 publications…”).",
+      "notes": "From og:description meta (\"...108 publications...\").",
       "screenshot_path": "data/ho36/screenshots/ho36__instagram__20260102.png"
     },
     {
@@ -291,6 +291,42 @@
       "notes": "Booking.com returned an AWS WAF / bot challenge (HTTP 202 + challenge.js) when attempting to access the (probable) HO36 listing URL. No bypass attempted.",
       "screenshot_path": "data/ho36/screenshots/ho36__booking__listing_waf__20260102.png"
     },
+    {
+      "target": "ho36",
+      "source": "booking",
+      "metric_name": "listing_url_canonical",
+      "metric_value": "https://www.booking.com/hotel/fr/ho36-hostels-lyon.html",
+      "url": "https://www.booking.com/hotel/fr/ho36-hostels-lyon.html",
+      "captured_at": "2026-01-03T01:57:06+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "Captured listing successfully; canonical URL from <link rel=\"canonical\">. HTML snapshot: data/ho36/raw/ho36__booking__listing__20260103.html.",
+      "screenshot_path": "data/ho36/screenshots/ho36__booking__listing__20260103.png"
+    },
+    {
+      "target": "ho36",
+      "source": "booking",
+      "metric_name": "rating",
+      "metric_value": 8.2,
+      "url": "https://www.booking.com/hotel/fr/ho36-hostels-lyon.html",
+      "captured_at": "2026-01-03T01:57:06+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "AggregateRating.ratingValue from JSON-LD on the listing page.",
+      "screenshot_path": "data/ho36/screenshots/ho36__booking__listing__20260103.png"
+    },
+    {
+      "target": "ho36",
+      "source": "booking",
+      "metric_name": "review_count",
+      "metric_value": 1356,
+      "url": "https://www.booking.com/hotel/fr/ho36-hostels-lyon.html",
+      "captured_at": "2026-01-03T01:57:06+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "AggregateRating.reviewCount from JSON-LD on the listing page.",
+      "screenshot_path": "data/ho36/screenshots/ho36__booking__listing__20260103.png"
+    },
     {
       "target": "ho36",
       "source": "hostelworld",
@@ -339,6 +375,42 @@
       "notes": "Position in the Hostelworld Lyon directory page (schema.org ItemList position). Sorting may vary by user/session.",
       "screenshot_path": "data/ho36/screenshots/ho36__hostelworld_lyon__20260102.png"
     },
+    {
+      "target": "ho36",
+      "source": "hostelworld",
+      "metric_name": "kitchen_facilities",
+      "metric_value": "Microwave",
+      "url": "https://www.hostelworld.com/hostels/p/270217/ho36-hostel/",
+      "captured_at": "2026-01-03T01:55:38+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "From Hostelworld facilities list captured separately (verify/results/hostelworld_facilities_ho36_270217.json).",
+      "screenshot_path": null
+    },
+    {
+      "target": "ho36",
+      "source": "official_site",
+      "metric_name": "direct_booking_min_bed_eur",
+      "metric_value": 28.0,
+      "url": "https://ho36lyon.com/",
+      "captured_at": "2026-01-03T01:21:23+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "Pricing snapshot window 2026-01-03 to 2026-01-04. Room: 'Lit en dortoir mixte' (available units: 3). Refund policy hint: Non remboursable. Source: embedded Mews widget. Text snapshot: data/ho36/raw/ho36__mews__pricing__20260103_20260104__20260103.txt.",
+      "screenshot_path": "data/ho36/screenshots/ho36__mews__pricing__20260103_20260104__20260103.png"
+    },
+    {
+      "target": "ho36",
+      "source": "official_site",
+      "metric_name": "direct_booking_min_private_room_eur",
+      "metric_value": 55.0,
+      "url": "https://ho36lyon.com/",
+      "captured_at": "2026-01-03T01:21:23+00:00",
+      "status": "ok",
+      "confidence": "high",
+      "notes": "Pricing snapshot window 2026-01-03 to 2026-01-04. Room: 'Chambre single RDC' (available units: 1). Refund policy hint: Non remboursable. Source: embedded Mews widget. Text snapshot: data/ho36/raw/ho36__mews__pricing__20260103_20260104__20260103.txt.",
+      "screenshot_path": "data/ho36/screenshots/ho36__mews__pricing__20260103_20260104__20260103.png"
+    },
     {
       "target": "ho36",
       "source": "tiktok",
@@ -365,7 +437,7 @@
     }
   ],
   "profile": {
-    "positioning": "Atypical, cool and affordable hostel designed as a place of exchange and discovery (with artistic programming) offering a “true travel experience”.",
+    "positioning": "Atypical, cool and affordable hostel designed as a place of exchange and discovery (with artistic programming) offering a \"true travel experience\".",
     "target_audience": [
       "hostel_travelers",
       "backpackers",

data/ho36/profile.md

@@ -1,8 +1,9 @@
-# HO36 Lyon — Footprint profile (Session A)
+# HO36 Lyon - Footprint profile (Session A)
 
 ## Canonical links
 
 - Official site: https://ho36lyon.com/
+- Booking.com: https://www.booking.com/hotel/fr/ho36-hostels-lyon.html
 - Google Maps (shortlink): https://maps.app.goo.gl/vfGnGGQxJBNwvdgX8
 - Hostelworld: https://www.hostelworld.com/hostels/p/270217/ho36-hostel/
 - Instagram: https://www.instagram.com/ho36hotel_lyon/
@@ -12,28 +13,29 @@
 ## Quick facts (from captured sources)
 
 - Address: 36 Rue Montesquieu, 69007 Lyon
-- Booking CTA: “Réserver un lit” embedded on homepage
+- Booking CTA: "Réserver un lit" embedded on homepage
 - Booking engine: Mews (`www.mews.li`) embedded widget on the official site
 - Languages visible: FR / EN / IT / NL
 - Inventory claims: 13 private rooms + 50 dorm beds
-- Price signal: “Beds from 22€/night” (site meta description)
+- Price signal: "Beds from 22 EUR/night" (site meta description)
 
 ## Positioning / messaging (exact copy excerpts)
 
-- FR meta description: “Le HO36 est un lieu atypique, cool et abordable… lieu d'échange et de découvertes…”
-- EN meta description: “HO36 is an atypical, cool and affordable place… designed as a place of exchange and discovery…”
-- Tagline (JSON‑LD): “Eat - drink - live - sleep”
+- FR meta description: "Le HO36 est un lieu atypique, cool et abordable... lieu d'échange et de découvertes..."
+- EN meta description: "HO36 is an atypical, cool and affordable place... designed as a place of exchange and discovery..."
+- Tagline (JSON-LD): "Eat - drink - live - sleep"
 
 ## Amenities / experience cues (high-signal)
 
-- “Services disponibles” includes: 24/7 multilingual reception, luggage storage, small essentials shop
-- On-site food/drink cues: breakfast (7:00–11:00), cafeteria (7:00–23:30), beers + “creative cocktails”
-- “L'expérience ho36” text explicitly emphasizes: quality service at “prix doux”, cosmopolitan teams, and “programmation artistique”
+- "Services disponibles" includes: 24/7 multilingual reception, luggage storage, small essentials shop
+- On-site food/drink cues: breakfast (7:00-11:00), cafeteria (7:00-23:30), beers + "creative cocktails"
+- "L'expérience ho36" text explicitly emphasizes: quality service at "prix doux", cosmopolitan teams, and "programmation artistique"
 
 ## Social proof (public, no-login)
 
+- Booking.com: 8.2 rating; 1,356 reviews (schema.org JSON-LD on listing page)
 - Instagram @ho36hotel_lyon: 3,247 followers; 108 posts (from `og:description`)
-- Facebook page “HO36” (brand-level page): 3,185 likes; 104 “people were here” (from `og:description`)
+- Facebook page "HO36" (brand-level page): 3,185 likes; 104 "people were here" (from `og:description`)
 - Google Maps: 4.1 rating; 1,447 reviews (via Google Maps embed iframe)
 - Hostelworld: 8.86 rating; 1,587 reviews (schema.org JSON-LD on listing page)
 
@@ -41,5 +43,5 @@
 
 - Google Maps: 4.1 rating; 1,447 reviews
 - TripAdvisor: blocked by DataDome CAPTCHA (no bypass attempted)
-- Booking.com: AWS WAF / bot challenge when attempting listing access (no bypass attempted)
+- Booking.com: listing captured; 8.2 rating; 1,356 reviews (note: WAF challenge also occurred in an earlier attempt)
 - Hostelworld: listing accessible and captured (rating + review count extracted)

data/ho36/raw/ho36__mews__pricing__20260103_20260104__20260103.txt

@@ -0,0 +1,103 @@
+Passer à :
+Barre d'outils
+Navigation du site
+Contenu principal
+HO36 Hostel Lyon
+FR - FR
+EUR
+Fermer
+Dates
+2
+Catégories
+Tarifs
+Récapitulatif
+Détails et paiement
+Sélectionnez une catégorie
+Nuits sélectionnées 1
+Sam. 03/01/2026
+→
+Dim. 04/01/2026
+Clients sélectionnés 1
+Adultes 1
+Modifier
+Image suivante
+Image précédente
+2
+Chambre Ho my God
+Non remboursable
+Personnes maximum : 2
+Disponible : 4
+
+Grande chambre double avec lit king size et salle de bain privative
+
+Plus
+À partir de
+75,00 € 
+par chambre/par nuit
+(Hors taxe de séjour, TVA comprise)
+Afficher les tarifs
+Image suivante
+Image précédente
+3
+Chambre familiale
+Non remboursable
+Personnes maximum : 6
+Disponible : 1
+
+Chambre avec 1 lit double et 2 lits superposés pour accueillir 6 personnes, salle de bain privative, idéal pour les familles
+
+Plus
+À partir de
+180,00 € 
+par chambre/par nuit
+(Hors taxe de séjour, TVA comprise)
+Afficher les tarifs
+Image suivante
+Image précédente
+2
+Chambre single RDC
+Non remboursable
+Personnes maximum : 1
+Disponible : 1
+
+Chambre lit simple au RDC avec salle de bain privée
+
+Plus
+À partir de
+55,00 € 
+par chambre/par nuit
+(Hors taxe de séjour, TVA comprise)
+Afficher les tarifs
+Image suivante
+Image précédente
+2
+Dortoir privatif pour 2 personnes
+Non remboursable
+Personnes maximum : 2
+Disponible : 1
+
+Dortoir privatif avec lit superposé, salle de bain partagée
+
+Plus
+À partir de
+76,00 € 
+par dortoir/par nuit
+(Hors taxe de séjour, TVA comprise)
+Afficher les tarifs
+Image suivante
+Image précédente
+4
+Lit en dortoir mixte
+Non remboursable
+Personnes maximum : 1
+Disponible : 3
+
+1 lit dans un dortoir mixte de 6 à 8 personnes
+
+Plus
+À partir de
+28,00 € 
+par lit/par nuit
+(Hors taxe de séjour, TVA comprise)
+Afficher les tarifs
+Catégories sans disponibilité

reports/flaneur_vs_ho36_gm_report_2026-01-03.md

@@ -0,0 +1,124 @@
+# Lyon Hostel Footprint Report (HO36 vs Le Flaneur)
+
+Date: 2026-01-03 (UTC)
+
+## Scope and method (what is and is not verified)
+
+- Public, no-login sources only (no CAPTCHA or paywall bypass).
+- "HO36 full vs Flaneur empty at New Year" cannot be verified directly after-the-fact because booking engines do not allow querying past dates. This report uses a proxy stay window to compare current demand signals and conversion drivers.
+- Proxy pricing/availability window used: 2026-01-03 to 2026-01-04 (1 night).
+- Review theme analysis uses Hostelworld reviews from the last 12 months (public API observed via browser network traffic; no login). Google Maps review text was not collected (only rating + review count).
+
+## Executive summary (what likely explains the gap)
+
+1) Cleanliness/facilities perception is the strongest gap.
+- Flaneur: 11 negative Hostelworld reviews (<= 65/100) in the last 12 months, with repeated hygiene/bathroom complaints.
+- HO36: 1 negative review in the last 12 months; high cleanliness and facilities averages.
+
+2) Booking.com channel traction appears materially stronger for HO36.
+- Similar rating (HO36 8.2 vs Flaneur 8.1), but HO36 has far more Booking reviews (1,356 vs 502), which usually correlates with higher visibility and stronger conversion on that channel.
+
+3) Price is not the primary driver.
+- In the proxy window, Flaneur is cheaper and more flexible (refundable) yet shows materially higher availability than HO36.
+
+4) Flaneur has a product advantage (full kitchen) that is not currently compensating for the trust gap.
+- Kitchen/self-catering is a differentiator vs HO36 (microwave-only), but it needs to be paired with visible cleanliness and sleep-comfort improvements to convert.
+
+## Side-by-side comparison (high-signal metrics)
+
+| Category | HO36 | Le Flaneur | Evidence |
+|---|---:|---:|---|
+| Booking.com rating (reviews) | 8.2 (1,356) | 8.1 (502) | `data/ho36/screenshots/ho36__booking__listing__20260103.png`, `data/flaneur/screenshots/flaneur__booking__listing__20260103.png` |
+| Hostelworld rating (reviews) | 8.86 (1,587) | 8.1 (2,332) | `data/ho36/screenshots/ho36__hostelworld_listing__20260102.png`, `data/flaneur/screenshots/flaneur__hostelworld__20260102.png` |
+| Google Maps rating (reviews) | 4.1 (1,447) | 4.3 (855) | `data/ho36/screenshots/ho36__google_maps_embed_iframe__20260102.png`, `data/flaneur/screenshots/flaneur__google_maps__20260102.png` |
+| Instagram followers | 3,247 | 2,296 | `verify/results/ho36_googlebot_audit.jsonl`, `verify/results/flaneur_googlebot_audit.jsonl` |
+| Direct booking engine | Mews (`www.mews.li`) | RoomRaccoon (`booking.roomraccoon.fr`) | `data/ho36/evidence.json`, `data/flaneur/evidence.json` |
+| Proxy min dorm bed EUR (availability) | 28.00 (3 beds) | 22.88 (10 beds) | `data/ho36/screenshots/ho36__mews__pricing__20260103_20260104__20260103.png`, `data/flaneur/screenshots/flaneur__roomraccoon__pricing__20260103_20260104__20260103.png` |
+| Proxy min private room EUR | 55.00 | 50.88 | `data/ho36/screenshots/ho36__mews__pricing__20260103_20260104__20260103.png`, `data/flaneur/screenshots/flaneur__roomraccoon__pricing__20260103_20260104__20260103.png` |
+| Kitchen (Hostelworld facilities) | Microwave only | Full self-catering | `verify/results/hostelworld_facilities_ho36_270217.json`, `verify/results/hostelworld_facilities_flaneur_100844.json` |
+
+## Pricing and availability (proxy window 2026-01-03 to 2026-01-04)
+
+This is a like-for-like snapshot from each hostel's direct booking engine (not an OTA), used to compare relative demand and conversion constraints.
+
+| Hostel | Cheapest dorm bed | Cheapest private room | Cancellation signal (proxy window) | Availability signal (proxy window) |
+|---|---|---|---|---|
+| HO36 | 28.00 EUR ("Lit en dortoir mixte") | 55.00 EUR ("Chambre single RDC") | Non-refundable | 3 beds available on cheapest dorm |
+| Le Flaneur | 22.88 EUR ("Dortoir mixte 16 lits") | 50.88 EUR ("Chambre Privee 4 personnes") | Refundable until 15:00 day before | 10 beds available on cheapest dorm |
+
+Interpretation: Flaneur is cheaper and more flexible, yet shows higher availability. This points away from price/policy as the root cause and toward trust (cleanliness, comfort, safety perception) and channel visibility.
+
+## Product/amenities - what is different (observable)
+
+| Area | HO36 | Le Flaneur | Why it matters |
+|---|---|---|---|
+| Kitchen | Microwave only | Stove + utensils + fridge + self-catering | Kitchen is a strong value driver for budget travelers; it can be a conversion lever if paired with cleanliness trust. |
+| Bar/cafe | Yes | Yes | Both compete on "social + bar/cafe"; differentiation needs to be sharper (events, atmosphere, review narrative). |
+| Coworking / meeting | Not clearly listed in Hostelworld facilities | Listed (meeting rooms, coworking space) | If Flaneur targets remote workers, the offer must be visible on OTAs and reflected in reviews/photos. |
+| Accessibility | Not listed in captured Hostelworld facilities | Wheelchair friendly + accessible bathrooms | Can widen addressable audience; should be highlighted consistently across channels. |
+
+## Review themes (last 12 months - Hostelworld)
+
+Source: `verify/results/hostelworld_review_themes.md`
+
+### HO36 (12m)
+
+- Reviews (12m): 16
+- Mean score: 84.4/100; median: 89/100
+- Positive/Neutral/Negative: 12 / 3 / 1
+- Biggest positives: cleanliness, staff; consistent "feels safe" despite some neighborhood concern mentions.
+- Main negative (low frequency): occasional check-in / keycard / process issues.
+
+### Le Flaneur (12m)
+
+- Reviews (12m): 51
+- Mean score: 78.3/100; median: 83/100
+- Positive/Neutral/Negative: 25 / 15 / 11
+- Recurring pain points (seen in multiple reviews, not single outliers):
+  - Cleanliness issues (especially bathrooms, odor)
+  - Safety/neighborhood discomfort framing (more frequent than HO36 in negative reviews)
+  - Reception availability / staff process issues (distinct from "staff friendliness", which is often praised)
+- Recurring positives:
+  - Staff friendliness
+  - Kitchen/self-catering
+  - Value for money
+
+## Ranked hypotheses (evidence-backed)
+
+1) Cleanliness + bathroom trust gap reduces conversion (HIGH).
+- Evidence: Flaneur has repeated negative cleanliness/bathroom mentions and lower cleanliness/facilities averages; HO36 has far fewer negatives and higher cleanliness averages.
+
+2) Booking.com visibility gap (MED-HIGH).
+- Evidence: Similar rating, but HO36 has ~2.7x the review volume on Booking (1,356 vs 502). Review volume generally correlates with ranking and click-through.
+
+3) "Safety in the neighborhood" narrative is hurting Flaneur more than HO36 (MED).
+- Evidence: Safety/neighborhood appears as a repeated negative theme for Flaneur in the last 12 months; for HO36 it appears more as a neutral/positive reassurance theme.
+
+4) Sleep comfort and dorm UX issues compound the cleanliness narrative (MED).
+- Evidence: Flaneur has recurring mentions of sleep/noise and dorm comfort in neutral/negative themes; this matters disproportionately around peak periods when guests compare options quickly.
+
+5) Flaneur's differentiators (kitchen, coworking, "tiers lieu") are not driving enough demand because they are not turning into social proof (MED).
+- Evidence: Kitchen is praised but does not dominate the overall review narrative; Booking review volume is relatively low for the category.
+
+## Action plan for Flaneur (10 concrete, fast experiments)
+
+1) Bathrooms: 14-day deep clean + odor elimination sprint; publish proof (photos, short reels) and push it to OTAs as new images.
+2) Housekeeping QA: introduce a visible checklist and nightly spot checks; track defects; respond to every cleanliness review with a specific fix.
+3) Sleep product upgrade: add curtains where feasible, tighten bunks, improve lighting; then message it as "better sleep" on Hostelworld/Booking.
+4) Reception reliability: ensure real 24/7 coverage or clearly communicate the actual hours and self-check-in; reduce "process" complaints.
+5) Safety perception: improve lighting/signage at entrance; add clear guest guidance for late arrivals; emphasize lockers/security features on listings.
+6) Reposition the kitchen: run 2-3 weekly communal cooking nights (cheap, high-UGC) and push as a reason to stay during winter.
+7) OTA listing optimization: refresh top-fold photos (bathrooms, beds, common areas, kitchen), and align amenity lists across all channels.
+8) Review ops: QR code at checkout; staff asks happy guests for reviews; target +30 Booking reviews and +50 Hostelworld reviews in 60 days.
+9) Pricing tests: keep dorm prices, but bundle value for privates (late checkout, breakfast voucher, bar credit) to drive higher ADR.
+10) Local partnerships for NYE-like periods: bar/event partners + "stay and go out" packages; create a dedicated landing page and social cadence.
+
+## Evidence index (quick links)
+
+- HO36 evidence: `data/ho36/evidence.json`, `data/ho36/evidence.csv`, `data/ho36/profile.md`
+- Flaneur evidence: `data/flaneur/evidence.json`, `data/flaneur/evidence.csv`, `data/flaneur/profile.md`
+- Pricing snapshot JSON: `verify/results/pricing_window__20260103_20260104__20260103.json`
+- Review theme summary: `verify/results/hostelworld_review_themes.md`
+- Hostelworld facilities JSON:
+  - `verify/results/hostelworld_facilities_ho36_270217.json`
+  - `verify/results/hostelworld_facilities_flaneur_100844.json`

verify/.gitignore

@@ -1,4 +1,4 @@
 __pycache__/
 *.pyc
 .venv/
-
+results/hostelworld_reviews_*.json

verify/results/hostelworld_facilities_flaneur_100844.json

@@ -0,0 +1,130 @@
+{
+  "captured_at": "2026-01-03T01:55:47",
+  "property_id": 100844,
+  "url": "https://www.hostelworld.com/hostels/p/100844/le-flaneur-guesthouse/",
+  "facilities": [
+    {
+      "category": "Free",
+      "items": [
+        "Free City Maps",
+        "Free WiFi",
+        "Free Internet Access",
+        "Free Security Lockers",
+        "Free Luggage Storage"
+      ]
+    },
+    {
+      "category": "General",
+      "items": [
+        "Bicycle Parking",
+        "Meeting Rooms",
+        "Adaptors",
+        "Coworking Space"
+      ]
+    },
+    {
+      "category": "Services",
+      "items": [
+        "Luggage Storage",
+        "24 Hour Reception",
+        "Internet café"
+      ]
+    },
+    {
+      "category": "Entertainment",
+      "items": [
+        "Internet access",
+        "Board Games",
+        "Wi-Fi"
+      ]
+    },
+    {
+      "category": "Food & Drinks",
+      "items": [
+        "Bar",
+        "Mini-Supermarket",
+        "Cafe",
+        "Tea & Coffee Making Facilities",
+        "Filtered Water Dispenser",
+        "Mini-bar"
+      ]
+    },
+    {
+      "category": "Kitchen",
+      "items": [
+        "Self-Catering Facilities",
+        "Fridge/Freezer",
+        "Utensils",
+        "Microwave",
+        "Pots and Pans",
+        "Sink",
+        "Stove"
+      ]
+    },
+    {
+      "category": "Accessibility",
+      "items": [
+        "Wheelchair Friendly",
+        "Wheelchair-Accessible Bathrooms"
+      ]
+    },
+    {
+      "category": "Laundry",
+      "items": [
+        "Laundry Facilities",
+        "Dryer",
+        "Iron / Ironing Board",
+        "Washing Machine",
+        "Free Iron / Ironing Board",
+        "Recycling Bins"
+      ]
+    },
+    {
+      "category": "Wellness",
+      "items": [
+        "Hot Showers"
+      ]
+    },
+    {
+      "category": "Outdoors",
+      "items": [
+        "Outdoor Terrace"
+      ]
+    },
+    {
+      "category": "Safety & Security",
+      "items": [
+        "Security Lockers",
+        "24 Hour Security",
+        "Safe Deposit Box",
+        "Fire Extinguishers",
+        "Smoke Alarms"
+      ]
+    },
+    {
+      "category": "Social Areas",
+      "items": [
+        "Common Room",
+        "Lounge Room"
+      ]
+    },
+    {
+      "category": "Bedroom",
+      "items": [
+        "Linen Included",
+        "Air Conditioning",
+        "Reading Light",
+        "Hair Dryers",
+        "Ceiling fan"
+      ]
+    },
+    {
+      "category": "Available for a Fee",
+      "items": [
+        "Towels for hire",
+        "Breakfast Not Included",
+        "Hair Dryers For Hire"
+      ]
+    }
+  ]
+}

verify/results/hostelworld_facilities_ho36_270217.json

@@ -0,0 +1,100 @@
+{
+  "captured_at": "2026-01-03T01:55:38",
+  "property_id": 270217,
+  "url": "https://www.hostelworld.com/hostels/p/270217/ho36-hostel/",
+  "facilities": [
+    {
+      "category": "Free",
+      "items": [
+        "Free WiFi",
+        "Free Internet Access",
+        "Free Luggage Storage"
+      ]
+    },
+    {
+      "category": "Services",
+      "items": [
+        "Luggage Storage",
+        "24 Hour Reception",
+        "Housekeeping"
+      ]
+    },
+    {
+      "category": "Entertainment",
+      "items": [
+        "Internet access",
+        "Book Exchange",
+        "Board Games",
+        "Wi-Fi"
+      ]
+    },
+    {
+      "category": "Food & Drinks",
+      "items": [
+        "Bar",
+        "Cafe",
+        "Tea & Coffee Making Facilities"
+      ]
+    },
+    {
+      "category": "Kitchen",
+      "items": [
+        "Microwave"
+      ]
+    },
+    {
+      "category": "Laundry",
+      "items": [
+        "Iron / Ironing Board",
+        "Free Iron / Ironing Board"
+      ]
+    },
+    {
+      "category": "Outdoors",
+      "items": [
+        "Outdoor Terrace"
+      ]
+    },
+    {
+      "category": "Safety & Security",
+      "items": [
+        "Key Card Access",
+        "24 Hour Security",
+        "First Aid Kits",
+        "Smoke Alarms",
+        "Smoke Detector"
+      ]
+    },
+    {
+      "category": "Social Areas",
+      "items": [
+        "Common Room",
+        "Games Room"
+      ]
+    },
+    {
+      "category": "Bedroom",
+      "items": [
+        "Linen Included",
+        "Reading Light",
+        "Towels Not Included",
+        "Charging Plugs"
+      ]
+    },
+    {
+      "category": "Hostelworld Policies",
+      "items": [
+        "Flexible NRR"
+      ]
+    },
+    {
+      "category": "Available for a Fee",
+      "items": [
+        "Towels for hire",
+        "Breakfast Not Included",
+        "Hair Dryers For Hire",
+        "Paid Security lockers"
+      ]
+    }
+  ]
+}

verify/results/hostelworld_review_themes.md

@@ -0,0 +1,89 @@
+# Hostelworld review themes (last 12 months)
+
+- Generated: 2026-01-03T01:54:19
+- Window: last 365 days
+- Negative threshold: <= 65/100
+- Positive threshold: >= 85/100
+
+## HO36
+
+| Metric | Value |
+|---|---|
+| Window since | 2025-01-03 |
+| Reviews (12m) | 16 |
+| Overall mean (/100) | 84.4 |
+| Overall median (/100) | 89.0 |
+| Positive / Neutral / Negative | 12 / 3 / 1 |
+
+| Subscore (avg/10) | Score |
+|---|---|
+| cleanliness | 9.1 |
+| facilities | 8.9 |
+| staff | 9.4 |
+| atmosphere | 8.2 |
+| safety | 8.1 |
+| location | 6.4 |
+| value | 9.0 |
+
+### Themes (mentions, min 5)
+
+**positive**
+- safety_neighborhood: 7
+- cleanliness: 7
+
+### Top keywords (sanity check)
+
+**negative**
+when (3), checked (2), ask (2), out (2), luggage (2), staff (1), didn (1), give (1), keycard (1), nor (1), towel (1), had (1), back (1), reception (1), area (1)
+
+**positive**
+hostel (16), nice (13), great (8), area (7), good (7), rooms (5), there (5), staff (5), clean (4), super (4), central (4), location (4), comfortable (4), walking (4), stay (4)
+
+## Flaneur
+
+| Metric | Value |
+|---|---|
+| Window since | 2025-01-03 |
+| Reviews (12m) | 51 |
+| Overall mean (/100) | 78.3 |
+| Overall median (/100) | 83.0 |
+| Positive / Neutral / Negative | 25 / 15 / 11 |
+
+| Subscore (avg/10) | Score |
+|---|---|
+| cleanliness | 7.4 |
+| facilities | 7.3 |
+| staff | 9.1 |
+| atmosphere | 7.8 |
+| safety | 8.0 |
+| location | 7.3 |
+| value | 8.0 |
+
+### Themes (mentions, min 5)
+
+**negative**
+- cleanliness: 7
+- safety_neighborhood: 5
+- staff_reception: 5
+
+**neutral**
+- cleanliness: 12
+- kitchen_food: 8
+- staff_reception: 7
+- sleep_noise: 5
+
+**positive**
+- staff_reception: 11
+- cleanliness: 9
+- kitchen_food: 8
+- safety_neighborhood: 6
+- sleep_noise: 5
+
+### Top keywords (sanity check)
+
+**negative**
+hostel (8), people (6), had (6), staff (6), room (6), bathrooms (5), there (4), like (4), nice (4), place (3), felt (3), beds (3), location (3), stay (3), super (3)
+
+**positive**
+good (15), staff (12), hostel (12), great (10), clean (9), stay (9), nice (9), room (7), common (7), there (7), place (7), from (7), which (7), kitchen (6), would (6)
+

verify/results/pricing_window__20260103_20260104__20260103.json

@@ -0,0 +1,127 @@
+{
+  "captured_at": "2026-01-03T01:21:23+00:00",
+  "window": {
+    "checkin": "2026-01-03",
+    "checkout": "2026-01-04"
+  },
+  "flaneur": {
+    "url": "https://booking.roomraccoon.fr/le-fl-neur-guesthouse-8346/fr/",
+    "final_url": "https://booking.roomraccoon.fr/le-fl-neur-guesthouse-8346/fr/",
+    "captured_at": "2026-01-03T01:21:09+00:00",
+    "checkin": "2026-01-03",
+    "checkout": "2026-01-04",
+    "screenshot_path": "/root/flaneur-analysis/data/flaneur/screenshots/flaneur__roomraccoon__pricing__20260103_20260104__20260103.png",
+    "html_path": "/root/flaneur-analysis/data/flaneur/raw/flaneur__roomraccoon__pricing__20260103_20260104__20260103.html",
+    "rooms": [
+      {
+        "name": "Dortoir mixte 16 lits",
+        "available_units": 10,
+        "min_price_eur": 22.88,
+        "unit": "bed",
+        "refund_policy_hint": "Remboursable jusqu'à 15h la veille"
+      },
+      {
+        "name": "Dortoir mixte 10 lits - 1",
+        "available_units": 8,
+        "min_price_eur": 25.88,
+        "unit": "bed",
+        "refund_policy_hint": "Remboursable jusqu'à 15h la veille"
+      },
+      {
+        "name": "Dortoir mixte 10 lits - 2",
+        "available_units": 9,
+        "min_price_eur": 25.88,
+        "unit": "bed",
+        "refund_policy_hint": "Remboursable jusqu'à 15h la veille"
+      },
+      {
+        "name": "Dortoir féminin 12 lits",
+        "available_units": 11,
+        "min_price_eur": 25.88,
+        "unit": "bed",
+        "refund_policy_hint": "Remboursable jusqu'à 15h la veille"
+      },
+      {
+        "name": "Dortoir mixte 6 lits - 1",
+        "available_units": 5,
+        "min_price_eur": 28.88,
+        "unit": "bed",
+        "refund_policy_hint": "Remboursable jusqu'à 15h la veille"
+      },
+      {
+        "name": "Dortoir mixte 4 lits D4 /D8",
+        "available_units": 7,
+        "min_price_eur": 30.88,
+        "unit": "bed",
+        "refund_policy_hint": "Remboursable jusqu'à 15h la veille"
+      },
+      {
+        "name": "Dortoir mixte 4 lits D7",
+        "available_units": 3,
+        "min_price_eur": 30.88,
+        "unit": "bed",
+        "refund_policy_hint": "Remboursable jusqu'à 15h la veille"
+      },
+      {
+        "name": "Chambre Privée 4 personnes",
+        "available_units": null,
+        "min_price_eur": 50.88,
+        "unit": "room",
+        "refund_policy_hint": "Remboursable jusqu'à 15h la veille"
+      },
+      {
+        "name": "D9 - Dortoir Féminin 4 lits",
+        "available_units": 3,
+        "min_price_eur": 30.88,
+        "unit": "bed",
+        "refund_policy_hint": "Remboursable jusqu'à 15h la veille"
+      }
+    ]
+  },
+  "ho36": {
+    "url": "https://ho36lyon.com/",
+    "final_url": "https://ho36lyon.com/",
+    "captured_at": "2026-01-03T01:21:23+00:00",
+    "checkin": "2026-01-03",
+    "checkout": "2026-01-04",
+    "screenshot_path": "/root/flaneur-analysis/data/ho36/screenshots/ho36__mews__pricing__20260103_20260104__20260103.png",
+    "html_path": "/root/flaneur-analysis/data/ho36/raw/ho36__mews__pricing__20260103_20260104__20260103.txt",
+    "rooms": [
+      {
+        "name": "Chambre Ho my God",
+        "available_units": 4,
+        "min_price_eur": 75.0,
+        "unit": "par chambre/par nuit",
+        "refund_policy_hint": "Non remboursable"
+      },
+      {
+        "name": "Chambre familiale",
+        "available_units": 1,
+        "min_price_eur": 180.0,
+        "unit": "par chambre/par nuit",
+        "refund_policy_hint": "Non remboursable"
+      },
+      {
+        "name": "Chambre single RDC",
+        "available_units": 1,
+        "min_price_eur": 55.0,
+        "unit": "par chambre/par nuit",
+        "refund_policy_hint": "Non remboursable"
+      },
+      {
+        "name": "Dortoir privatif pour 2 personnes",
+        "available_units": 1,
+        "min_price_eur": 76.0,
+        "unit": "par dortoir/par nuit",
+        "refund_policy_hint": "Non remboursable"
+      },
+      {
+        "name": "Lit en dortoir mixte",
+        "available_units": 3,
+        "min_price_eur": 28.0,
+        "unit": "par lit/par nuit",
+        "refund_policy_hint": "Non remboursable"
+      }
+    ]
+  }
+}

verify/tools/analyze_hostelworld_reviews.py

@@ -0,0 +1,315 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import argparse
+import json
+import re
+from collections import Counter
+from datetime import date, datetime, timedelta
+from pathlib import Path
+from statistics import mean, median
+from typing import Any
+
+
+STOPWORDS = {
+    "the",
+    "and",
+    "a",
+    "an",
+    "to",
+    "of",
+    "in",
+    "for",
+    "on",
+    "at",
+    "with",
+    "is",
+    "it",
+    "was",
+    "were",
+    "are",
+    "be",
+    "been",
+    "i",
+    "we",
+    "you",
+    "they",
+    "this",
+    "that",
+    "as",
+    "but",
+    "so",
+    "if",
+    "not",
+    "very",
+    "really",
+    "just",
+    "my",
+    "our",
+    "their",
+    "your",
+    "me",
+    "us",
+    "them",
+}
+
+
+THEME_RULES: dict[str, list[re.Pattern[str]]] = {
+    "cleanliness": [
+        re.compile(r"\bclean\b", re.I),
+        re.compile(r"\bdirty\b", re.I),
+        re.compile(r"\bsmell\b", re.I),
+        re.compile(r"\bstink\b", re.I),
+        re.compile(r"\breek\b", re.I),
+        re.compile(r"\bmold\b", re.I),
+        re.compile(r"\bbath(room|rooms)?\b", re.I),
+        re.compile(r"\btoilet(s)?\b", re.I),
+        re.compile(r"\bshower(s)?\b", re.I),
+    ],
+    "staff_reception": [
+        re.compile(r"\bstaff\b", re.I),
+        re.compile(r"\breception\b", re.I),
+        re.compile(r"\bfront\s*desk\b", re.I),
+        re.compile(r"\bhelpful\b", re.I),
+        re.compile(r"\brude\b", re.I),
+        re.compile(r"\bfriendl(y|iness)\b", re.I),
+        re.compile(r"\b24h\b", re.I),
+        re.compile(r"\b24\s*hour\b", re.I),
+    ],
+    "safety_neighborhood": [
+        re.compile(r"\bsafe\b", re.I),
+        re.compile(r"\bunsafe\b", re.I),
+        re.compile(r"\bdanger(ous|)\b", re.I),
+        re.compile(r"\bdrug(s|)\b", re.I),
+        re.compile(r"\bdealer(s)?\b", re.I),
+        re.compile(r"\bsketchy\b", re.I),
+        re.compile(r"\bafter\s+dark\b", re.I),
+        re.compile(r"\bnight\b", re.I),
+        re.compile(r"\bhomeless\b", re.I),
+    ],
+    "sleep_noise": [
+        re.compile(r"\bnois(e|y)\b", re.I),
+        re.compile(r"\bloud\b", re.I),
+        re.compile(r"\bsleep\b", re.I),
+        re.compile(r"\bbunk\b", re.I),
+        re.compile(r"\brattl(e|ing)\b", re.I),
+        re.compile(r"\bcurtain(s)?\b", re.I),
+        re.compile(r"\bprivacy\b", re.I),
+    ],
+    "kitchen_food": [
+        re.compile(r"\bkitchen\b", re.I),
+        re.compile(r"\bbreakfast\b", re.I),
+        re.compile(r"\bfood\b", re.I),
+        re.compile(r"\bbar\b", re.I),
+        re.compile(r"\bcafe\b", re.I),
+        re.compile(r"\bcoffee\b", re.I),
+        re.compile(r"\bdrink(s)?\b", re.I),
+    ],
+    "value_price": [
+        re.compile(r"\bvalue\b", re.I),
+        re.compile(r"\bprice\b", re.I),
+        re.compile(r"\bexpensive\b", re.I),
+        re.compile(r"\bcheap\b", re.I),
+        re.compile(r"\bworth\b", re.I),
+    ],
+}
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(description="Summarize Hostelworld reviews JSON into theme counts.")
+    parser.add_argument("--in", dest="inputs", action="append", required=True, help="Input JSON file")
+    parser.add_argument("--out", required=True, help="Output Markdown path")
+    parser.add_argument("--label", action="append", default=[], help="Optional label per --in (same order)")
+    parser.add_argument(
+        "--days",
+        type=int,
+        default=365,
+        help="Only include reviews within the last N days (based on the review 'date' field)",
+    )
+    parser.add_argument("--low-threshold", type=float, default=65.0, help="Overall score <= this is 'negative' (0-100)")
+    parser.add_argument("--high-threshold", type=float, default=85.0, help="Overall score >= this is 'positive' (0-100)")
+    parser.add_argument("--min-theme-count", type=int, default=5, help="Only show themes with at least this many mentions")
+    return parser.parse_args()
+
+
+def get_overall(review: dict[str, Any]) -> float | None:
+    rating = review.get("rating") or {}
+    overall = rating.get("overall")
+    return float(overall) if isinstance(overall, (int, float)) else None
+
+
+def get_text(review: dict[str, Any]) -> str:
+    return str(review.get("notes") or "")
+
+
+def bucket(overall: float | None, *, low: float, high: float) -> str:
+    if overall is None:
+        return "unknown"
+    if overall <= low:
+        return "negative"
+    if overall >= high:
+        return "positive"
+    return "neutral"
+
+
+def tokenize(text: str) -> list[str]:
+    words = re.findall(r"[a-zA-Z]{3,}", text.lower())
+    return [w for w in words if w not in STOPWORDS]
+
+
+def detect_themes(text: str) -> set[str]:
+    hits: set[str] = set()
+    for theme, patterns in THEME_RULES.items():
+        if any(p.search(text) for p in patterns):
+            hits.add(theme)
+    return hits
+
+
+def fmt10(score100: float | None) -> str:
+    if score100 is None:
+        return "n/a"
+    return f"{score100 / 10:.1f}"
+
+
+def summarize(payload: dict[str, Any], *, low: float, high: float) -> dict[str, Any]:
+    reviews_all = payload.get("reviews") or []
+    fetched_at = payload.get("fetched_at")
+    ref_dt = None
+    try:
+        ref_dt = datetime.fromisoformat(fetched_at) if isinstance(fetched_at, str) else None
+    except ValueError:
+        ref_dt = None
+    if ref_dt is None:
+        ref_dt = datetime.now()
+
+    days = int(payload.get("_analysis_days", 365))
+    since_date = (ref_dt.date() - timedelta(days=days))
+
+    reviews: list[dict[str, Any]] = []
+    for r in reviews_all:
+        d = r.get("date")
+        if not isinstance(d, str) or len(d) < 10:
+            continue
+        try:
+            rd = date.fromisoformat(d[:10])
+        except ValueError:
+            continue
+        if rd >= since_date:
+            reviews.append(r)
+    overall_scores = [get_overall(r) for r in reviews]
+    overall_clean = [s for s in overall_scores if s is not None]
+
+    bucket_counts = Counter(bucket(get_overall(r), low=low, high=high) for r in reviews)
+
+    sub_keys = ["safety", "location", "staff", "atmosphere", "cleanliness", "facilities", "value"]
+    subs: dict[str, list[float]] = {k: [] for k in sub_keys}
+    for r in reviews:
+        rating = r.get("rating") or {}
+        for k in sub_keys:
+            v = rating.get(k)
+            if isinstance(v, (int, float)):
+                subs[k].append(float(v))
+    sub_avgs = {k: (mean(v) if v else None) for k, v in subs.items()}
+
+    theme_counts: dict[str, Counter[str]] = {b: Counter() for b in ["positive", "neutral", "negative"]}
+    keyword_counts: dict[str, Counter[str]] = {b: Counter() for b in ["positive", "neutral", "negative"]}
+
+    for r in reviews:
+        text = get_text(r)
+        b = bucket(get_overall(r), low=low, high=high)
+        if b not in theme_counts:
+            continue
+        for t in detect_themes(text):
+            theme_counts[b][t] += 1
+        keyword_counts[b].update(tokenize(text))
+
+    return {
+        "property_id": payload.get("property_id"),
+        "month_count": payload.get("month_count"),
+        "total_reviews": len(reviews),
+        "since_date": since_date.isoformat(),
+        "bucket_counts": dict(bucket_counts),
+        "overall_mean": mean(overall_clean) if overall_clean else None,
+        "overall_median": median(overall_clean) if overall_clean else None,
+        "subscore_avgs": sub_avgs,
+        "theme_counts": {k: dict(v) for k, v in theme_counts.items()},
+        "top_keywords": {k: keyword_counts[k].most_common(25) for k in keyword_counts},
+        "review_statistics": payload.get("review_statistics") or {},
+    }
+
+
+def main() -> int:
+    args = parse_args()
+    labels = list(args.label or [])
+    while len(labels) < len(args.inputs):
+        labels.append(Path(args.inputs[len(labels)]).stem)
+
+    summaries = []
+    for path, label in zip(args.inputs, labels, strict=True):
+        payload = json.loads(Path(path).read_text(encoding="utf-8"))
+        payload["_analysis_days"] = args.days
+        s = summarize(payload, low=args.low_threshold, high=args.high_threshold)
+        s["label"] = label
+        summaries.append(s)
+
+    out_path = Path(args.out)
+    out_path.parent.mkdir(parents=True, exist_ok=True)
+
+    lines: list[str] = []
+    lines.append("# Hostelworld review themes (last 12 months)")
+    lines.append("")
+    lines.append(f"- Generated: {datetime.now().isoformat(timespec='seconds')}")
+    lines.append(f"- Window: last {args.days} days")
+    lines.append(f"- Negative threshold: <= {args.low_threshold:.0f}/100")
+    lines.append(f"- Positive threshold: >= {args.high_threshold:.0f}/100")
+    lines.append("")
+
+    for s in summaries:
+        lines.append(f"## {s['label']}")
+        lines.append("")
+        lines.append("| Metric | Value |")
+        lines.append("|---|---|")
+        lines.append(f"| Window since | {s['since_date']} |")
+        lines.append(f"| Reviews (12m) | {s['total_reviews']} |")
+        lines.append(f"| Overall mean (/100) | {s['overall_mean']:.1f} |" if s["overall_mean"] is not None else "| Overall mean (/100) | n/a |")
+        lines.append(f"| Overall median (/100) | {s['overall_median']:.1f} |" if s["overall_median"] is not None else "| Overall median (/100) | n/a |")
+        bc = s["bucket_counts"]
+        lines.append(f"| Positive / Neutral / Negative | {bc.get('positive',0)} / {bc.get('neutral',0)} / {bc.get('negative',0)} |")
+        lines.append("")
+
+        sub = s["subscore_avgs"]
+        lines.append("| Subscore (avg/10) | Score |")
+        lines.append("|---|---|")
+        for k in ["cleanliness", "facilities", "staff", "atmosphere", "safety", "location", "value"]:
+            lines.append(f"| {k} | {fmt10(sub.get(k))} |")
+        lines.append("")
+
+        lines.append(f"### Themes (mentions, min {args.min_theme_count})")
+        lines.append("")
+        for bucket_name in ["negative", "neutral", "positive"]:
+            counts = Counter(s["theme_counts"].get(bucket_name, {}))
+            counts = Counter({k: v for k, v in counts.items() if v >= args.min_theme_count})
+            if not counts:
+                continue
+            lines.append(f"**{bucket_name}**")
+            for theme, cnt in counts.most_common():
+                lines.append(f"- {theme}: {cnt}")
+            lines.append("")
+
+        lines.append("### Top keywords (sanity check)")
+        lines.append("")
+        for bucket_name in ["negative", "positive"]:
+            kws = s["top_keywords"].get(bucket_name, [])
+            if not kws:
+                continue
+            lines.append(f"**{bucket_name}**")
+            lines.append(", ".join([f"{w} ({c})" for w, c in kws[:15]]))
+            lines.append("")
+
+    out_path.write_text("\n".join(lines) + "\n", encoding="utf-8")
+    print(out_path)
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

verify/tools/capture_pricing_window.py

@@ -0,0 +1,313 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import argparse
+import json
+import re
+from dataclasses import asdict, dataclass
+from datetime import date, datetime, timezone
+from pathlib import Path
+from typing import Any
+
+from playwright.sync_api import Error as PlaywrightError
+from playwright.sync_api import sync_playwright
+
+
+FLANEUR_URL = "https://booking.roomraccoon.fr/le-fl-neur-guesthouse-8346/fr/"
+HO36_URL = "https://ho36lyon.com/"
+
+
+def iso_now() -> str:
+    return datetime.now(timezone.utc).astimezone().isoformat(timespec="seconds")
+
+
+def parse_iso_date(value: str) -> date:
+    try:
+        return date.fromisoformat(value)
+    except ValueError as exc:
+        msg = f"Invalid ISO date: {value!r} (expected YYYY-MM-DD)"
+        raise SystemExit(msg) from exc
+
+
+def fmt_dd_mm_yyyy(d: date, sep: str = "-") -> str:
+    return f"{d.day:02d}{sep}{d.month:02d}{sep}{d.year:04d}"
+
+
+def fmt_mm_dd_yyyy(d: date) -> str:
+    return f"{d.month:02d}/{d.day:02d}/{d.year:04d}"
+
+
+def ensure_parent(path: Path) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+
+
+def parse_eur_amount(text: str) -> float | None:
+    cleaned = text.replace("\xa0", " ").strip()
+    m = re.search(r"([0-9]+(?:[.,][0-9]{1,2})?)", cleaned)
+    if not m:
+        return None
+    return float(m.group(1).replace(",", "."))
+
+
+def parse_int(text: str) -> int | None:
+    m = re.search(r"(\d+)", text)
+    return int(m.group(1)) if m else None
+
+
+@dataclass(frozen=True)
+class RoomOffer:
+    name: str
+    available_units: int | None
+    min_price_eur: float | None
+    unit: str | None
+    refund_policy_hint: str | None
+
+
+@dataclass(frozen=True)
+class Capture:
+    url: str
+    final_url: str | None
+    captured_at: str
+    checkin: str
+    checkout: str
+    screenshot_path: str
+    html_path: str
+    rooms: list[RoomOffer]
+
+
+def capture_flaneur(*, checkin: date, checkout: date, page, screenshot_path: Path, html_path: Path) -> Capture:
+    page.goto(FLANEUR_URL, wait_until="domcontentloaded", timeout=60_000)
+    page.wait_for_timeout(1_500)
+
+    expected_start = fmt_dd_mm_yyyy(checkin, sep="-")
+    expected_end = fmt_dd_mm_yyyy(checkout, sep="-")
+
+    # RoomRaccoon uses readonly inputs with overlay divs; if defaults differ, we still capture
+    # but record what was actually present.
+    actual_start = page.input_value("#reservationStart")
+    actual_end = page.input_value("#reservationEnd")
+
+    if actual_start != expected_start or actual_end != expected_end:
+        # Best-effort adjust using DOM injection + event dispatch (may be ignored by the app).
+        page.evaluate(
+            """([start, end]) => {
+                const s = document.querySelector('#reservationStart');
+                const e = document.querySelector('#reservationEnd');
+                if (s) { s.value = start; s.dispatchEvent(new Event('change', { bubbles: true })); }
+                if (e) { e.value = end; e.dispatchEvent(new Event('change', { bubbles: true })); }
+            }""",
+            [expected_start, expected_end],
+        )
+        page.wait_for_timeout(300)
+        actual_start = page.input_value("#reservationStart")
+        actual_end = page.input_value("#reservationEnd")
+
+    page.locator('div:has-text("V\u00c9RIFIER LA DISPONIBILIT\u00c9")').first.click()
+    page.wait_for_selector(".be-room", timeout=45_000)
+    page.wait_for_timeout(800)
+
+    ensure_parent(screenshot_path)
+    ensure_parent(html_path)
+    page.screenshot(path=str(screenshot_path), full_page=True)
+    html_path.write_text(page.content(), encoding="utf-8")
+
+    rooms: list[RoomOffer] = []
+    cards = page.locator(".be-room")
+    for i in range(cards.count()):
+        card = cards.nth(i)
+        name = (card.locator("h2,h3").first.inner_text().strip() if card.locator("h2,h3").count() else "").strip()
+        if not name:
+            continue
+        avail_text = card.locator(".be-room-availability").first.inner_text().strip() if card.locator(".be-room-availability").count() else ""
+        available_units = parse_int(avail_text)
+        price_texts = [t.strip() for t in card.locator(".be-room-ratetype-price").all_text_contents() if t.strip()]
+        prices = [p for p in (parse_eur_amount(t) for t in price_texts) if p is not None]
+        min_price = min(prices) if prices else None
+        card_text = card.inner_text().strip()
+        refund_hint = None
+        for line in card_text.splitlines():
+            line = line.strip()
+            if not line:
+                continue
+            if "Remboursable" in line or "Non remboursable" in line:
+                refund_hint = line
+                break
+        if name.lower().startswith("chambre"):
+            unit = "room"
+        else:
+            unit = "bed"
+        rooms.append(
+            RoomOffer(
+                name=name,
+                available_units=available_units,
+                min_price_eur=min_price,
+                unit=unit,
+                refund_policy_hint=refund_hint,
+            )
+        )
+
+    return Capture(
+        url=FLANEUR_URL,
+        final_url=page.url,
+        captured_at=iso_now(),
+        checkin=checkin.isoformat(),
+        checkout=checkout.isoformat(),
+        screenshot_path=str(screenshot_path),
+        html_path=str(html_path),
+        rooms=rooms,
+    )
+
+
+def capture_ho36(*, checkin: date, checkout: date, page, screenshot_path: Path, html_path: Path) -> Capture:
+    page.goto(HO36_URL, wait_until="domcontentloaded", timeout=60_000)
+    page.wait_for_timeout(2_500)
+
+    page.locator('input[id^="mews-checkin-"]').first.fill(fmt_mm_dd_yyyy(checkin))
+    page.locator('input[id^="mews-checkout-"]').first.fill(fmt_mm_dd_yyyy(checkout))
+    page.wait_for_timeout(300)
+    page.locator(".mews-button").first.click()
+    page.wait_for_selector("iframe.mews-distributor", timeout=30_000)
+
+    frame = page.frame_locator("iframe.mews-distributor")
+        frame.locator("text=/S\u00e9lectionnez une cat\u00e9gorie/i").wait_for(timeout=45_000)
+
+    # Currency is sometimes CAD by default. Switch to EUR if needed.
+    if frame.locator("text=CAD").count():
+        frame.locator("text=CAD").first.click()
+        frame.locator('h2:has-text("S\u00e9lectionnez votre devise")').wait_for(timeout=30_000)
+        frame.locator("text=\u20ac\xa0EUR").first.click()
+        frame.locator("text=EUR").first.wait_for(timeout=30_000)
+        page.wait_for_timeout(800)
+
+    # Currency switching can trigger a brief reload; wait for room names to appear.
+    frame.locator("text=/S\u00e9lectionnez une cat\u00e9gorie/i").wait_for(timeout=45_000)
+    frame.locator("text=/^(Chambre|Lit|Dortoir|Suite)\\b/i").first.wait_for(timeout=45_000)
+
+    body_text = frame.locator("body").inner_text(timeout=30_000)
+    lines = [l.strip() for l in body_text.splitlines() if l.strip()]
+
+    rooms: list[RoomOffer] = []
+    name_re = re.compile(r"^(Chambre|Lit|Dortoir|Suite)\b", re.IGNORECASE)
+
+    i = 0
+    while i < len(lines):
+        line = lines[i]
+        if line.lower().startswith("cat\u00e9gories sans disponibilit\u00e9"):
+            break
+        if line != "Image pr\u00e9c\u00e9dente":
+            i += 1
+            continue
+
+        j = i + 1
+        while j < len(lines) and lines[j].isdigit():
+            j += 1
+        if j >= len(lines) or not name_re.search(lines[j]):
+            i += 1
+            continue
+
+        name = lines[j]
+        available_units = None
+        price_eur = None
+        unit = None
+        refund_hint = None
+
+        k = j + 1
+        while k < len(lines):
+            nxt = lines[k]
+            if nxt.lower().startswith("cat\u00e9gories sans disponibilit\u00e9") or nxt == "Image pr\u00e9c\u00e9dente":
+                break
+            if nxt == "Non remboursable" and refund_hint is None:
+                refund_hint = nxt
+            if nxt.startswith("Disponible") and available_units is None:
+                available_units = parse_int(nxt)
+            if "\u20ac" in nxt and price_eur is None:
+                price_eur = parse_eur_amount(nxt)
+            if nxt.startswith("par ") and unit is None:
+                unit = nxt
+            k += 1
+
+        rooms.append(
+            RoomOffer(
+                name=name,
+                available_units=available_units,
+                min_price_eur=price_eur,
+                unit=unit,
+                refund_policy_hint=refund_hint,
+            )
+        )
+        i = k
+
+    ensure_parent(screenshot_path)
+    ensure_parent(html_path)
+    page.screenshot(path=str(screenshot_path), full_page=True)
+    html_path.write_text(body_text, encoding="utf-8")
+
+    return Capture(
+        url=HO36_URL,
+        final_url=page.url,
+        captured_at=iso_now(),
+        checkin=checkin.isoformat(),
+        checkout=checkout.isoformat(),
+        screenshot_path=str(screenshot_path),
+        html_path=str(html_path),
+        rooms=rooms,
+    )
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(description="Capture a comparable pricing/availability window for both hostels.")
+    parser.add_argument("--checkin", default="2026-01-03", help="ISO date YYYY-MM-DD")
+    parser.add_argument("--checkout", default="2026-01-04", help="ISO date YYYY-MM-DD")
+    parser.add_argument("--repo-root", default=str(Path(__file__).resolve().parents[2]), help="Repo root (default: auto)")
+    parser.add_argument("--run-tag", default=None, help="Optional YYYYMMDD tag for filenames (default: today)")
+    return parser.parse_args()
+
+
+def main() -> int:
+    args = parse_args()
+    repo_root = Path(args.repo_root).resolve()
+    checkin = parse_iso_date(args.checkin)
+    checkout = parse_iso_date(args.checkout)
+
+    if checkout <= checkin:
+        raise SystemExit("--checkout must be after --checkin")
+
+    run_tag = args.run_tag or datetime.now().strftime("%Y%m%d")
+    window_tag = f"{checkin.strftime('%Y%m%d')}_{checkout.strftime('%Y%m%d')}"
+
+    flaneur_png = repo_root / "data" / "flaneur" / "screenshots" / f"flaneur__roomraccoon__pricing__{window_tag}__{run_tag}.png"
+    flaneur_html = repo_root / "data" / "flaneur" / "raw" / f"flaneur__roomraccoon__pricing__{window_tag}__{run_tag}.html"
+    ho36_png = repo_root / "data" / "ho36" / "screenshots" / f"ho36__mews__pricing__{window_tag}__{run_tag}.png"
+    ho36_html = repo_root / "data" / "ho36" / "raw" / f"ho36__mews__pricing__{window_tag}__{run_tag}.txt"
+
+    out_json = repo_root / "verify" / "results" / f"pricing_window__{window_tag}__{run_tag}.json"
+    ensure_parent(out_json)
+
+    try:
+        with sync_playwright() as p:
+            browser = p.chromium.launch(headless=True)
+            context = browser.new_context(locale="fr-FR", timezone_id="Europe/Paris")
+            page = context.new_page()
+
+            flaneur = capture_flaneur(checkin=checkin, checkout=checkout, page=page, screenshot_path=flaneur_png, html_path=flaneur_html)
+            page.wait_for_timeout(1_250)
+
+            ho36 = capture_ho36(checkin=checkin, checkout=checkout, page=page, screenshot_path=ho36_png, html_path=ho36_html)
+            browser.close()
+    except (PlaywrightError, OSError, ValueError) as exc:
+        raise SystemExit(f"capture failed: {exc}") from exc
+
+    payload: dict[str, Any] = {
+        "captured_at": iso_now(),
+        "window": {"checkin": checkin.isoformat(), "checkout": checkout.isoformat()},
+        "flaneur": asdict(flaneur),
+        "ho36": asdict(ho36),
+    }
+
+    out_json.write_text(json.dumps(payload, ensure_ascii=False, indent=2) + "\n", encoding="utf-8")
+    print(json.dumps(payload, ensure_ascii=False, indent=2))
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

verify/tools/fetch_hostelworld_reviews.py

@@ -0,0 +1,109 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import argparse
+import json
+import random
+import time
+from dataclasses import dataclass
+from datetime import datetime, timezone
+from pathlib import Path
+from typing import Any
+from urllib.error import HTTPError, URLError
+from urllib.request import Request, urlopen
+
+
+API_BASE = "https://prod.apigee.hostelworld.com/legacy-hwapi-service/2.2"
+
+
+def iso_now() -> str:
+    return datetime.now(timezone.utc).astimezone().isoformat(timespec="seconds")
+
+
+def fetch_json(url: str, *, timeout_s: float = 30.0, user_agent: str | None = None) -> dict[str, Any]:
+    req = Request(url)
+    req.add_header("Accept", "application/json")
+    req.add_header("User-Agent", user_agent or "Mozilla/5.0")
+    with urlopen(req, timeout=timeout_s) as resp:
+        return json.load(resp)
+
+
+def jitter_sleep(base_s: float, jitter_s: float) -> None:
+    time.sleep(max(0.0, base_s + random.uniform(-jitter_s, jitter_s)))
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(description="Fetch Hostelworld property reviews (no login).")
+    parser.add_argument("--property-id", type=int, required=True)
+    parser.add_argument(
+        "--month-count",
+        type=int,
+        default=12,
+        help="Legacy API uses a fixed tail window; set high and filter client-side by date",
+    )
+    parser.add_argument("--currency", default="EUR")
+    parser.add_argument("--out", required=True, help="Output JSON path")
+    parser.add_argument("--sleep-s", type=float, default=1.0, help="Delay between page requests")
+    parser.add_argument("--jitter-s", type=float, default=0.25, help="Random +/- jitter applied to --sleep-s")
+    parser.add_argument("--timeout-s", type=float, default=30.0)
+    parser.add_argument("--user-agent", default=None)
+    return parser.parse_args()
+
+
+def main() -> int:
+    args = parse_args()
+    out_path = Path(args.out)
+    out_path.parent.mkdir(parents=True, exist_ok=True)
+
+    base_url = (
+        f"{API_BASE}/properties/{args.property_id}/reviews/"
+        f"?sort=-date&allLanguages=false&page=1&monthCount={args.month_count}&currency={args.currency}"
+    )
+
+    fetched_at = iso_now()
+    try:
+        page1 = fetch_json(base_url, timeout_s=args.timeout_s, user_agent=args.user_agent)
+    except (HTTPError, URLError, TimeoutError, ValueError) as exc:
+        raise SystemExit(f"failed to fetch page 1: {exc}") from exc
+
+    pagination = page1.get("pagination") or {}
+    number_of_pages = int(pagination.get("numberOfPages") or 1)
+    total_items = int(pagination.get("totalNumberOfItems") or 0)
+
+    pages: list[dict[str, Any]] = [page1]
+    for page_num in range(2, number_of_pages + 1):
+        jitter_sleep(args.sleep_s, args.jitter_s)
+        url = (
+            f"{API_BASE}/properties/{args.property_id}/reviews/"
+            f"?sort=-date&allLanguages=false&page={page_num}&monthCount={args.month_count}&currency={args.currency}"
+        )
+        pages.append(fetch_json(url, timeout_s=args.timeout_s, user_agent=args.user_agent))
+
+    reviews: list[dict[str, Any]] = []
+    review_statistics: dict[str, Any] | None = None
+    for page in pages:
+        if review_statistics is None:
+            review_statistics = page.get("reviewStatistics") or {}
+        reviews.extend(page.get("reviews") or [])
+
+    payload: dict[str, Any] = {
+        "fetched_at": fetched_at,
+        "api_base": API_BASE,
+        "property_id": args.property_id,
+        "month_count": args.month_count,
+        "currency": args.currency,
+        "pagination": {
+            "number_of_pages": number_of_pages,
+            "total_number_of_items": total_items,
+        },
+        "review_statistics": review_statistics or {},
+        "reviews": reviews,
+    }
+
+    out_path.write_text(json.dumps(payload, ensure_ascii=False, indent=2) + "\n", encoding="utf-8")
+    print(json.dumps(payload, ensure_ascii=False, indent=2))
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())