Nicolas Sitter
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Hotel AI research, newest first
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AI & hotel-tech research
AI Hotel Landscape 2026
The flagship annual report
Anatomy of ChatGPT Hotel Search
How the machine actually works
Live trackers
AI Hotel Landscape (live)
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
AI Apps
MCP App Tracker
Claude connectors, tracked daily
AI Search
AI Hotel Landscape
Live weekly hotel AI data
My AI Visibility
Tracking my own niche, in public
Tools
API
About
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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Run
Categories
Clubs
Triathlon L
S4H
S4H · 118 classified finishers in the Triathlon L
#
Athlete
Time
Gap
Overall
🥇
Bizkarra GORKA
#744
6:39:19
—
40
🥈
François-Xavier CHEVALLIER
#15
6:47:06
+7:47
49
🥉
Yves SIMONET
#166
6:51:19
+12:00
54
4
Florian REYNAUD
#125
7:04:39
+25:20
76
5
Nils BRUGGEMANN
#327
7:07:38
+28:19
82
6
Thomas LOQUET
#151
7:10:29
+31:10
88
7
Marco VERNOOIJ
#981
7:14:26
+35:07
97
8
Sébastien COUPRIE
#158
7:27:39
+48:20
130
9
Laurent FUDVOYE
#215
7:28:28
+49:09
133
10
Prieto EDUARDO
#775
7:29:09
+49:50
134
11
Goewaart OPLINUS
#186
7:30:05
+50:46
137
12
Jonathan ACOSTA GARCIA
#748
7:30:33
+51:14
140
13
Thomas JUNIQUE
#129
7:31:44
+52:25
144
14
Frédéric VINCENT
#819
7:32:53
+53:34
146
15
Nicolas ANDERLINI
#126
7:33:32
+54:13
149
16
Julien RAIMUNDO
#189
7:35:22
+56:03
155
17
Daniele TENTORI
#925
7:35:25
+56:06
156
18
Kris VERBIEST
#175
7:35:46
+56:27
159
19
Thomas ARNAUD
#620
7:37:27
+58:08
164
20
Fabien NOIRY
#394
7:40:50
+1h01
173
21
Josep Maria SANZ LIEBANA
#777
7:42:01
+1h02
179
22
Pierre-Marc MAUDUIT
#702
7:43:07
+1h03
182
23
Nicolas BRUYERE
#260
7:44:59
+1h05
184
24
Nicolas GERARD
#220
7:46:06
+1h06
188
25
Nicolas BASTIEN
#149
7:50:13
+1h10
196
26
Remi HETMANSKI
#62
7:52:16
+1h12
203
27
Jérôme BOURGEOIS
#604
7:52:45
+1h13
204
28
Julien BEAUDET
#63
7:54:24
+1h15
210
29
Alexandre LELIEVRE
#549
7:55:13
+1h15
213
30
Daniel BERNAL DE LA RUBIA
#767
7:55:37
+1h16
215
31
Gaetan DEDIEU
#260
7:56:15
+1h16
220
32
Matthieu GUILLOU
#76
7:56:32
+1h17
222
33
Joel KESSLER
#469
7:57:10
+1h17
226
34
Mohamed ABDERREZAK
#282
7:59:03
+1h19
232
35
Matthias MEUL
#104
8:01:02
+1h21
238
36
David LE GALLIOT
#42
8:08:27
+1h29
273
37
Benoit RICARD
#665
8:08:27
+1h29
274
38
Ruud ROEMERSMA
#974
8:08:36
+1h29
275
39
Yoann JARRY
#643
8:08:41
+1h29
276
40
Romain LACAILLE
#94
8:08:45
+1h29
278
41
Luis VILLASANTE
#704
8:09:02
+1h29
282
42
Mathieu RUSSIER
#821
8:09:26
+1h30
285
43
Ion ELOSEGUI GONZALEZ
#783
8:09:39
+1h30
287
44
Diederik VERSTRAETE
#207
8:10:27
+1h31
293
45
Anton MAUTNER
#348
8:13:42
+1h34
308
46
Anthony TEMPORAL
#252
8:15:18
+1h35
313
47
Jacques-Antoine DECOCQ
#540
8:18:02
+1h38
326
48
Antoine BESNARD
#584
8:18:29
+1h39
330
49
Gaspar FRANCISCO
#232
8:20:44
+1h41
340
50
Sylvain VALEZY
#688
8:23:34
+1h44
351
51
Hugo NAVA GUTIERREZ
#725
8:24:23
+1h45
357
52
Jimmy DARAIZE
#601
8:24:48
+1h45
361
53
Pieter GABRIEL
#205
8:27:07
+1h47
372
54
Bertrand DUPORT
#453
8:28:07
+1h48
383
55
Cyril ROBERTS
#687
8:28:50
+1h49
387
56
Romain CALVEL
#597
8:34:00
+1h54
417
57
Sébastien HUDUT
#267
8:37:16
+1h57
438
58
Stéphane SALIB
#430
8:38:58
+1h59
447
59
Fabio BERNARDI
#945
8:41:02
+2h01
458
60
Farid ABDERREZAK
#544
8:42:00
+2h02
463
61
Tim VANDORPE
#118
8:42:25
+2h03
467
62
Johann VERDY
#281
8:44:49
+2h05
472
63
Alessandro STRANIERO
#939
8:46:12
+2h06
478
64
Richard ROSENDAHL
#317
8:46:29
+2h07
481
65
Damien MONNOYER
#131
8:47:16
+2h07
485
66
Benoit ANTRIEUX
#295
8:48:15
+2h08
491
67
Ferre Lopez JUAN ANTONIO
#760
8:48:54
+2h09
499
68
Vincent LELIEVRE
#414
8:50:13
+2h10
505
69
Dan MASON
#461
8:50:34
+2h11
508
70
Maxime SAUVAGE
#217
8:51:54
+2h12
517
71
Alexis POTHIER
#512
8:54:39
+2h15
527
72
Pierre NOURRY
#631
9:04:35
+2h25
571
73
Yann CHATEAU
#137
9:04:41
+2h25
574
74
Vincent LABOILE
#225
9:05:33
+2h26
581
75
Julien PELTIER
#369
9:06:08
+2h26
584
76
Antoine LESIRE
#90
9:08:52
+2h29
597
77
Julien JACQUELINE
#374
9:09:27
+2h30
601
78
Roy BLOEM
#3
9:10:23
+2h31
604
79
Augustin JAUDEAU
#251
9:12:09
+2h32
618
80
Nicolas LISLE
#668
9:14:12
+2h34
627
81
Jérôme DAUBECH
#35
9:15:02
+2h35
630
82
Benjamin SUBILE
#383
9:16:46
+2h37
633
83
Benjamin LHEUREUX
#153
9:18:40
+2h39
641
84
David DUVIVIER
#183
9:19:46
+2h40
646
85
Joseph TAGER
#791
9:20:15
+2h40
651
86
Jérome LE DAVADIC
#72
9:20:24
+2h41
652
87
Sylvain PRAMPART
#173
9:20:31
+2h41
655
88
Pierre PRUVOST
#267
9:21:01
+2h41
658
89
Unai CARMONA SEIN
#787
9:23:33
+2h44
671
90
Julien COMMON
#271
9:26:49
+2h47
683
91
Florian VERBRUGGHE
#13
9:27:38
+2h48
688
92
Anthony GUY
#373
9:30:03
+2h50
700
93
Jordy ARGUISUELAS MORAL
#959
9:30:09
+2h50
701
94
Quentin BERTRAND
#553
9:33:53
+2h54
717
95
Aurélien LEFEVRE
#196
9:36:01
+2h56
731
96
Julien LANCELLE
#138
9:37:29
+2h58
739
97
Charlie WEISS
#605
9:38:31
+2h59
743
98
Mathieu LEBOUTEILLER
#640
9:41:28
+3h02
755
99
David SERRALTA MARTINEZ
#768
9:43:22
+3h04
763
100
Luis PINHEIRO
#792
9:47:33
+3h08
781
101
Thomas DELAFOSSE
#621
9:51:16
+3h11
794
102
Philip MCCUSKER
#507
9:52:22
+3h13
800
103
Cyrille STASSEN
#185
9:54:37
+3h15
811
104
Matthieu DANIEL
#431
10:05:35
+3h26
857
105
Pascal RIDEREAU
#384
10:07:59
+3h28
867
106
Cyriel VEREERTBRUGGHEN
#204
10:10:21
+3h31
880
107
Alexandre DIEFFENBACHER
#360
10:15:16
+3h35
899
108
Thomas COLLIGNON
#98
10:17:35
+3h38
902
109
Vincent AVIAS
#84
10:18:06
+3h38
904
110
Sylvain GIRARDEAU
#265
10:21:38
+3h42
919
111
Ivan SUVAR
#958
10:26:46
+3h47
932
112
Tim FUCHS
#309
10:35:43
+3h56
950
113
Héctor PINO
#750
10:40:02
+4h00
958
114
Romain RAPHAEL
#170
10:41:43
+4h02
961
115
Baptiste NOBILET
#622
10:44:39
+4h05
966
116
Pierre-Henri BROUARD
#636
10:45:45
+4h06
969
117
Thibaut DEVENDEVILLE
#628
11:05:47
+4h26
997
118
Stéphane ROUSSET
#48
11:06:55
+4h27
998