Nicolas Sitter
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AI Hotel Landscape 2026
The flagship annual report
Anatomy of ChatGPT Hotel Search
How the machine actually works
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The weekly dashboard behind the report
My AI Visibility
Tracking my own niche, in public
MCP App Tracker
Claude connectors, tracked daily
Methodology
Cross-industry methodology
AI-search infrastructure, not hotel-specific
AI Playground
All experiments
Every cross-industry field test
Tattoo Studios in Berlin
Same city, new vertical — the baseline snaps back
Barbershops in Istanbul
Ask in English and Turkish — get two different cities
Bistros in Paris
The guidebook city where restaurant websites disappear
Saunas in Helsinki
The first city where every AI engine agrees
Sports Data
Cycling
L'Étape du Tour
Ten editions, 2014–2026
Archive
107,795 finishers, 2014–2026, analysed
2026
12,733 finishers · Bourg d'Oisans → Alpe d'Huez
2025
13,649 finishers · Albertville → La Plagne
2024
10,614 finishers · Nice → Col de la Couillole
2023
11,485 finishers · Annemasse → Col de Joux Plane
2022
8,706 finishers · Briançon → L'Alpe d'Huez
2019
10,159 finishers · Albertville → Val Thorens
2017
11,234 finishers · Briançon → Col d'Izoard
2016
10,982 finishers · Megève → Morzine
2015
9,774 finishers · Saint-Jean-de-Maurienne → La Toussuire
2014
8,459 finishers · Pau → Hautacam
L'Étape du Tour Femmes
Two editions · 71% of the field is men
Archive
14,740 finishers across three races
2026
9,696 finishers up the Ventoux
2025 · 117 km
4,267 finishers, Chambéry
2025 · 98 km
777 finishers, every split
La Marmotte
Seven editions, 2020–2026
Archive
25,208 finishes, 2020–2026, analysed
2026
5,005 finishers · 12 timing mats
2025
4,302 finishers
2024
4,585 finishers
2023
3,694 finishers · the Croix de Fer year
2022
3,988 finishers
2021
1,807 finishers · run in September
2020
1,827 finishers · run in September
Triathlon
Alpe d'Huez
Eleven editions, 2015–2026
Archive
31,140 finishes, 2015–2026, analysed
2026
3,861 finishers · 22 timing mats
2025
3,747 finishers
2024
3,469 finishers
2023
3,257 finishers
2022
2,836 finishers
2021
2,731 finishers
2020
COVID HAHAHHA
2019
2,386 finishers
2018
2,305 finishers
2017
2,295 finishers
2016
1,982 finishers
2015
2,271 finishers
Running
Marathon de Paris
12 editions, 2013–2026
Archive
520,581 finishers, analysed
2026
57,516 finishers
2025
54,934 finishers
2024
53,899 finishers
2023
50,778 finishers
2022
33,599 finishers
2021
27,114 finishers
2018
42,377 finishers
2017
41,099 finishers
2016
41,791 finishers
2015
40,262 finishers
2014
38,526 finishers
2013
38,686 finishers
Semi de Paris
11 editions, 2015–2026
Archive
395,723 finishers, analysed
2026
49,281 finishers
2025
47,544 finishers
2024
47,901 finishers
2023
45,400 finishers
2022
40,980 finishers
2021
18,426 finishers
2019
33,764 finishers
2018
36,007 finishers
2017
38,211 finishers
2016
3,304 finishers
2015
34,905 finishers
adidas 10K Paris
7 editions, 2019–2026
Archive
182,508 finishers, analysed
2026
44,244 finishers
2025
34,353 finishers
2024
29,607 finishers
2023
24,634 finishers
2022
18,995 finishers
2021
12,054 finishers
2019
18,621 finishers
Guides
All guides
AI search optimization for hotels
AI Search
AI Search for Hotels
The big picture — 4-step framework
AI Visibility for Hotels
AEO + GEO, 5 pillars, 8-step checklist
ChatGPT Optimization
12 systems, 7 data providers
Google AI Mode
Where hotel clicks go
Do Visibility Scores Matter?
Not a booking — but a leading indicator
Technical
Schema Markup
JSON-LD for hotels
How AI Retrieval Works
The mechanism under GEO
Prompt Tracking
Measure the spread, not the rank
Projects
All projects
Everything, searchable
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Live weekly hotel AI data
My AI Visibility
Tracking my own niche, in public
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About me
Background & contact
Consulting
AI search visibility engagements
AGENTIC
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llms.txt
llms-full.txt
posts.json
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Categories
Clubs
Triathlon L
V4H
V4H · 63 classified finishers in the Triathlon L
#
Athlete
Time
Gap
Overall
🥇
Dominique MICHEL
#16
7:35:39
—
158
🥈
Jean-Christophe ANTOINE
#616
8:04:04
+28:25
252
🥉
Jean Marc COMBES
#408
8:05:31
+29:52
264
4
Christian SENGEL
#528
8:09:20
+33:41
284
5
Yves CORRIOU
#92
8:11:56
+36:17
303
6
Jean-Marc PICHON
#246
8:14:31
+38:52
311
7
Franck HERBILLON
#134
8:16:55
+41:16
319
8
Bruno PHILIPPOT
#671
8:22:29
+46:50
348
9
Féfé SAMBARIN
#700
8:27:02
+51:23
370
10
Marcel BACHMANN
#353
8:27:44
+52:05
379
11
Xavier BLOT
#279
8:30:50
+55:11
398
12
Frédéric CARON
#74
8:35:37
+59:58
424
13
Serge AGOSTINI
#39
8:38:45
+1h03
446
14
Bruno LECAS
#300
8:39:19
+1h03
449
15
Hans Van LANGEN
#980
8:45:31
+1h09
476
16
Herve DEYMONNAZ
#255
8:48:51
+1h13
498
17
Eric DENES
#127
8:51:06
+1h15
511
18
Bruno FALOMI
#576
8:59:56
+1h24
546
19
Pascal VAN DER VEKEN
#220
9:04:14
+1h28
568
20
Bruno ESPIAU
#143
9:05:13
+1h29
578
21
Yves DESFONDS
#538
9:07:44
+1h32
592
22
Régis CLAUDEL
#85
9:11:54
+1h36
615
23
Antonio SIGUENZA
#677
9:19:29
+1h43
644
24
Jan EBERLEIN
#311
9:21:21
+1h45
661
25
Francois MELET
#275
9:22:03
+1h46
665
26
Joern OLTMANN
#310
9:23:42
+1h48
673
27
Pascal DESESSARD
#662
9:24:44
+1h49
677
28
Michel MARTY
#872
9:27:16
+1h51
687
29
Stéphane VIGNAUD
#721
9:27:44
+1h52
692
30
Roger WEISS
#357
9:34:02
+1h58
718
31
Christophe GUEMARD
#807
9:36:34
+2h00
735
32
Philippe ESTIENNE
#67
9:40:57
+2h05
750
33
Franck DUMENIL
#416
9:40:57
+2h05
751
34
Omer ALOUSSY
#630
9:41:47
+2h06
757
35
Christophe BUATHIER
#294
9:48:35
+2h12
784
36
Hakim SOUIBER
#837
9:54:06
+2h18
808
37
Philippe BOURGEOIS
#258
9:55:41
+2h20
819
38
Pascal JOUVE
#387
9:57:46
+2h22
824
39
Thierry VERSTICHEL
#198
9:59:26
+2h23
833
40
Philippe POIRINE
#378
10:05:51
+2h30
860
41
Jérôme GAUTIER
#298
10:06:18
+2h30
862
42
Frédéric GARRIC
#399
10:10:03
+2h34
879
43
Robert NOBILET
#623
10:21:07
+2h45
914
44
Thierry LAVIRON
#401
10:21:37
+2h45
918
45
Eric SCHOORMAN
#218
10:24:29
+2h48
925
46
Roland MENCHERINI
#112
10:32:06
+2h56
941
47
Marc JOURDAN
#258
10:33:02
+2h57
942
48
Franck FONTAINE
#80
10:40:26
+3h04
960
49
Nicolas REVOIL
#922
10:45:19
+3h09
968
50
François BOUCHARD
#270
10:49:07
+3h13
974
51
Pascal MENINGAND
#157
10:50:38
+3h14
977
52
Michel WENGLARZ
#257
10:51:30
+3h15
979
53
Philippe MANUEL
#437
10:55:51
+3h20
985
54
Olivier JULIENNE
#113
10:58:16
+3h22
987
55
Charles-Yves COLLET
#417
11:07:56
+3h32
1000
56
Mark TRIER
#479
11:09:03
+3h33
1002
57
Christophe COFFIER
#389
11:10:06
+3h34
1005
58
Jacques BRUTSCHINE
#809
11:11:47
+3h36
1007
59
Didier HENRI
#610
11:13:30
+3h37
1011
60
Gery SCOUPPE
#233
11:19:58
+3h44
1013
61
François LEVELUT
#107
11:22:32
+3h46
1016
62
Sylvain CHAUVETEAU
#800
11:22:33
+3h46
1017
63
Philippe TAILLEZ
#12
11:25:38
+3h49
1019