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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Claude connectors, tracked daily
AI Search
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Live weekly hotel AI data
My AI Visibility
Tracking my own niche, in public
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API
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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
M3034
M3034 · 93 classified finishers in the Triathlon L
#
Athlete
Time
Gap
Overall
🥇
Hugo PENGUILLY
#155
6:50:20
—
30
🥈
Thomas DEMOLY
#144
6:58:18
+7:58
33
🥉
Vicent PASTOR SANCHIS
#1180
7:15:03
+24:43
47
4
Costelloe RONAN
#660
7:17:02
+26:42
49
5
Andoni GARCÍA MATUTE
#1181
7:24:08
+33:48
56
6
Romain BROWAEYS
#307
7:24:18
+33:58
57
7
Arnaud CUVILLIER
#136
7:24:24
+34:04
58
8
Micha Florian FÖRDERER
#1125
7:30:29
+40:09
65
9
Mikael RICHOMME
#177
7:30:41
+40:21
66
10
Etienne MANDIER
#270
7:31:20
+41:00
67
11
Lionel MERCIER
#1292
7:42:21
+52:01
89
12
Sylvain GOBÉ
#276
7:45:15
+54:55
94
13
Thomas CARCAILLET
#156
7:47:52
+57:32
98
14
Luke KAVANAGH
#799
7:48:20
+58:00
99
15
Tobias GRIMMERT
#1126
7:49:21
+59:01
102
16
Roberto CORRAL REDONDO
#1208
7:50:06
+59:46
104
17
Jérémi ROUSSET
#517
7:50:30
+1h00
106
18
Jonathan LIVIN
#183
7:50:53
+1h00
107
19
Romain PINQUIÉ
#349
7:52:25
+1h02
110
20
Tristan LINDEPERG
#415
7:53:17
+1h02
112
21
Yann GROSPELIER
#607
7:58:01
+1h07
127
22
Dídac VILARDAGA SOLER
#1209
7:58:28
+1h08
129
23
Sebastian SCHNEIDER
#116
7:59:55
+1h09
135
24
Costa Sitja MARC
#1207
8:05:01
+1h14
146
25
Richard SLATER
#788
8:07:39
+1h17
153
26
Alexis LEROUX
#465
8:10:32
+1h20
159
27
Jakub BALAZ
#644
8:13:15
+1h22
165
28
Maxime MANCOSU
#592
8:13:18
+1h22
166
29
Guillaume ROUGER
#1284
8:14:21
+1h24
171
30
Charly LEROUX
#182
8:15:02
+1h24
175
31
Loic SEUGNET
#181
8:18:31
+1h28
183
32
Raphaël CONNES
#942
8:18:59
+1h28
187
33
Giovanni MAZZEI
#1165
8:20:17
+1h29
195
34
William THOMASSON
#684
8:21:26
+1h31
200
35
Matthieu PALLIER
#300
8:23:36
+1h33
210
36
Quentin DEMASSIEUX
#427
8:26:01
+1h35
217
37
Victor AILLOUD
#1272
8:26:34
+1h36
219
38
Maxime BONDUE
#941
8:28:18
+1h37
225
39
Domhnall WILDY
#672
8:28:20
+1h38
227
40
Raphaël VICARIO
#467
8:29:26
+1h39
230
41
Unai CONDE SAN MARTIN
#1203
8:30:26
+1h40
231
42
Paul PLANTE
#358
8:31:51
+1h41
237
43
Didier PAYET
#223
8:32:03
+1h41
238
44
Jesper MADSEN
#1133
8:32:06
+1h41
239
45
Daniel FARMER
#771
8:32:30
+1h42
241
46
Padraig O'SULLIVAN
#666
8:33:16
+1h42
247
47
Mathieu CHICHERY
#99
8:33:25
+1h43
248
48
Julien POULAIN
#172
8:37:37
+1h47
265
49
Maxime GARCIA
#558
8:37:41
+1h47
266
50
Marc DUVAL
#96
8:39:01
+1h48
272
51
Lee DUNHAM
#702
8:40:12
+1h49
278
52
Damien JOSKIN
#949
8:41:05
+1h50
283
53
Nathan DEMEURE
#1013
8:41:33
+1h51
284
54
Louis BRUNIER
#934
8:46:36
+1h56
309
55
Clément BOIS
#1314
8:51:23
+2h01
330
56
Alexandre NATALIS
#1012
8:55:12
+2h04
342
57
Alexander GALLE
#996
8:55:56
+2h05
346
58
Simon TOURRAINE
#531
8:57:02
+2h06
353
59
Hugo NAVA GUTIERREZ
#1182
8:57:46
+2h07
357
60
Maël BERTHIER
#525
8:58:54
+2h08
360
61
Antoine DETOURBET
#1270
9:04:25
+2h14
386
62
Benoît FANTIN
#552
9:08:27
+2h18
397
63
Lucas DESHORS
#499
9:11:21
+2h21
410
64
Gaël ROCU
#952
9:12:56
+2h22
419
65
Romain LEBAIL
#1269
9:21:28
+2h31
455
66
Cole DREWS
#777
9:23:57
+2h33
466
67
Thomas DE RITTER
#891
9:27:01
+2h36
484
68
Eduardo ANCESCHI
#1173
9:30:57
+2h40
500
69
Sébastien MONOT
#943
9:35:20
+2h45
513
70
Wouter DE RO
#1032
9:35:22
+2h45
514
71
Fares BOUDJEMA
#634
9:37:50
+2h47
521
72
Romain DEL FABRO
#233
9:42:27
+2h52
542
73
Carl WORRALL
#867
9:45:13
+2h54
555
74
Alexandre HELAINE
#946
9:48:26
+2h58
571
75
Emmanuel LACOSTE
#160
9:49:09
+2h58
574
76
Giovanni DE GELDER
#1046
9:49:49
+2h59
578
77
Benoît ANTRIEUX
#151
9:51:07
+3h00
585
78
Thomas MORTAGNE
#184
10:02:17
+3h11
627
79
James BALE
#770
10:03:08
+3h12
631
80
Nicolas BREUILLÉ
#951
10:04:33
+3h14
635
81
Dane BURMS
#1036
10:14:54
+3h24
671
82
Morgan GALLAIS
#492
10:15:47
+3h25
675
83
Nicolas HUVER
#635
10:26:07
+3h35
717
84
Thomas GARBA
#1103
10:32:09
+3h41
734
85
Bastien HATTIGER
#238
10:37:26
+3h47
756
86
Paul TEIXEIRA
#787
10:42:23
+3h52
781
87
Remy HOFMEIJER
#1042
10:44:39
+3h54
784
88
Darryn STOLTZ
#905
10:46:56
+3h56
792
89
Avellí Saballs RICARD
#1194
10:48:39
+3h58
795
90
Clément LECENDRE
#939
10:59:58
+4h09
831
91
Olivier VERGOZ
#511
11:03:11
+4h12
841
92
Jérémi POULET
#608
11:18:39
+4h28
879
93
Luke STENCHION
#835
11:26:57
+4h36
895