Nicolas Sitter
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Hotel AI research, newest first
All hotel studies
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
rss.xml
sitemap.xml
robots.txt
Overview
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Swim
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Run
Categories
Clubs
Triathlon M
S2H
S2H · 136 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
Colin ARROS
#106
1:58:35
—
17
🥈
Antoine MULLER
#350
1:59:36
+1:01
20
🥉
Carlos CABERA LOPEZ
#746
2:01:18
+2:43
26
4
Thomas TESSIER
#52
2:04:14
+5:39
37
5
Siebe DE WINTER
#642
2:05:09
+6:34
42
6
Antoine CHEVAL
#73
2:06:11
+7:36
46
7
Etienne BOULBIN
#34
2:06:29
+7:54
48
8
Matthieu THOMAS
#30
2:07:19
+8:44
54
9
Vincent BRIZION
#201
2:07:19
+8:44
55
10
Jonas VERVUST
#599
2:09:27
+10:52
62
11
Jasper SODERMANS
#634
2:09:57
+11:22
65
12
Pierre MARECHAL
#648
2:10:14
+11:39
66
13
Quentin ROUSSEAU
#61
2:12:22
+13:47
79
14
Julien DA MOTA
#144
2:12:48
+14:13
83
15
Thibault LE ROUX-MALLOUF
#316
2:19:18
+20:43
114
16
Boris CHENAL
#503
2:20:00
+21:25
118
17
Jules MANGIN
#298
2:20:09
+21:34
120
18
Emparanza ENEKO
#764
2:21:01
+22:26
129
19
John GIROD
#998
2:22:30
+23:55
137
20
Jessy RENAUDIN
#126
2:23:01
+24:26
140
21
Antoine REYNAUD
#189
2:23:18
+24:43
145
22
Martin BEHLOULI
#36
2:24:12
+25:37
150
23
Ben KERREMANS
#603
2:24:13
+25:38
151
24
Pablo DE CASTILLA
#130
2:25:10
+26:35
157
25
Florian BOUTIN
#511
2:25:36
+27:01
163
26
Gaëtan BRAULT
#181
2:25:51
+27:16
166
27
Thomas GARCIA
#332
2:25:58
+27:23
169
28
Augustin BAILLY
#151
2:26:10
+27:35
170
29
Joris GEVAERT
#658
2:26:14
+27:39
173
30
Manuel TIRARD
#676
2:26:37
+28:02
177
31
Stijn DE WILDE
#626
2:26:50
+28:15
179
32
Nathan LIEGEOIS
#42
2:26:52
+28:17
180
33
Etienne EDY
#94
2:26:53
+28:18
181
34
Raphael SERRAPICA
#727
2:27:22
+28:47
184
35
Maxime CHATON
#259
2:28:11
+29:36
191
36
Thomas BUISSON
#439
2:28:25
+29:50
192
37
Kevin PETIT
#994
2:29:18
+30:43
199
38
Romain MOREAU
#651
2:29:54
+31:19
202
39
Jérome AUGAY
#173
2:30:05
+31:30
206
40
Dylan BEGAUD
#124
2:30:16
+31:41
210
41
Jérémy ROSSERO
#349
2:30:33
+31:58
215
42
Thibaud NOEL
#353
2:30:37
+32:02
216
43
François JOLY
#879
2:30:49
+32:14
220
44
Benoît PAELINCK
#657
2:31:43
+33:08
226
45
Rémy SENEGAS
#421
2:32:49
+34:14
238
46
Guillaume NUGUES
#291
2:32:51
+34:16
239
47
Sidney ZOKOU
#535
2:32:56
+34:21
242
48
Antoine BEAREE
#538
2:32:59
+34:24
244
49
Léo DUBOS
#28
2:33:03
+34:28
245
50
Kévin EMMANUEL
#80
2:33:21
+34:46
249
51
Ismaël ZRARI
#525
2:33:24
+34:49
250
52
Axel DOFFEY
#320
2:33:41
+35:06
251
53
Florian COURBON
#544
2:34:47
+36:12
258
54
Nicolas BEYER
#219
2:36:09
+37:34
275
55
Théo JESSEN
#359
2:36:25
+37:50
280
56
Louis GLAD
#185
2:36:28
+37:53
282
57
Aurélien LEMESLE
#118
2:36:42
+38:07
288
58
Marvyn MARIETTE
#276
2:36:56
+38:21
292
59
Steven KEROUEDAN
#146
2:37:05
+38:30
294
60
Philippe ABADIE
#828
2:37:35
+39:00
306
61
Simon RICHARD
#90
2:38:14
+39:39
311
62
Adrien PEREZ
#546
2:38:59
+40:24
322
63
Alexandre HOUSMAN
#609
2:40:06
+41:31
335
64
Paul COULMIER
#692
2:40:14
+41:39
337
65
Daan WILTENBURG
#927
2:40:26
+41:51
338
66
Geoffrey CONAN
#893
2:42:08
+43:33
356
67
Lucas PARVY
#567
2:43:27
+44:52
373
68
Loïs BEURIER
#89
2:43:48
+45:13
378
69
Thomas FAYER
#83
2:43:49
+45:14
379
70
Maxime CECILLON
#65
2:43:53
+45:18
380
71
Quentin COTONNEC
#138
2:44:48
+46:13
398
72
Benjamin ELIAS
#472
2:44:55
+46:20
402
73
Andreas SINDEL
#305
2:45:46
+47:11
412
74
Edouard BLOMME
#973
2:45:47
+47:12
413
75
Guillaume MATHIEU
#450
2:46:02
+47:27
417
76
Thijs MAESSEN
#964
2:46:06
+47:31
418
77
Anthony COLLOT
#245
2:47:03
+48:28
427
78
Benjamin DELFOSSE
#553
2:47:21
+48:46
429
79
Arnaud IVANOVSKY
#968
2:47:42
+49:07
433
80
Valentin GUILLEMOT
#228
2:47:50
+49:15
438
81
Miquel BATLLE DILME
#730
2:48:13
+49:38
451
82
Lee PERRY
#772
2:48:47
+50:12
456
83
Steven MAGRE
#148
2:48:52
+50:17
458
84
Guillaume DUJARDIN
#852
2:48:59
+50:24
461
85
François PELLETIER
#120
2:50:03
+51:28
478
86
Théophile CATELOT
#404
2:50:12
+51:37
481
87
Eloi CREUS MAS
#768
2:50:40
+52:05
493
88
Jose Juan GARCIA ASTASIO
#483
2:51:35
+53:00
505
89
Steve WAGNER
#209
2:51:55
+53:20
511
90
Jonathan MORIMONT
#976
2:52:15
+53:40
515
91
Louis RICHARD
#388
2:52:53
+54:18
526
92
Antoine CHRISTOPHOUL
#43
2:53:26
+54:51
537
93
Bastien FERRANDO
#404
2:53:42
+55:07
541
94
Florian MARTOCQ
#894
2:53:48
+55:13
544
95
Eliott DE TROY
#364
2:54:24
+55:49
550
96
Sébastien FIEDOROW
#424
2:55:18
+56:43
563
97
Lenny TIRARD
#897
2:56:01
+57:26
571
98
Benoit SIL
#432
2:56:03
+57:28
574
99
Benjamin DEHARBES
#643
2:56:32
+57:57
579
100
Arthur LYOCHON
#877
2:57:00
+58:25
589
101
Fabrice MALMOUSTIER
#297
2:57:19
+58:44
593
102
Kevin MOUNIER
#113
2:58:20
+59:45
612
103
Nicolas MILON
#904
2:58:41
+1h00
615
104
Quentin CHARTON
#204
2:59:58
+1h01
634
105
Lorenzo CROATI
#880
3:00:03
+1h01
636
106
Thomas POULAIN
#457
3:00:06
+1h01
637
107
Nicolas COUDRAIS
#575
3:02:30
+1h03
675
108
Mathieu MINARD
#314
3:03:34
+1h04
690
109
Aurélien TAVERNIER
#408
3:03:37
+1h05
691
110
Victor MASSOT
#355
3:04:35
+1h06
708
111
Arnaud MASSON
#555
3:05:12
+1h06
718
112
Maxime AYACHE
#253
3:05:51
+1h07
731
113
Maxence BARRAUD
#411
3:05:59
+1h07
733
114
Franck LAVENANT
#309
3:07:30
+1h08
746
115
Damien HONTANG
#589
3:07:34
+1h08
747
116
Josselin VOGEL
#338
3:07:47
+1h09
752
117
Yannick LEEMANS
#663
3:09:13
+1h10
767
118
Alexandre GEOFFRE
#3
3:09:37
+1h11
775
119
Julien BASTIEN
#323
3:14:38
+1h16
834
120
Pim BENNEKER
#954
3:18:31
+1h19
879
121
Romain CHIZELLE
#463
3:18:54
+1h20
885
122
Nicolas JUNQUA
#392
3:19:03
+1h20
890
123
Romain LEDENT
#647
3:20:06
+1h21
905
124
Matthias VANACKER
#370
3:20:40
+1h22
911
125
Lucas CONDELLO
#433
3:23:25
+1h24
939
126
Thomas VANECK
#332
3:24:38
+1h26
953
127
Victor LEANDRE-CHEVALIER
#811
3:29:18
+1h30
992
128
Augustin CHARPIN
#533
3:29:26
+1h30
994
129
Didier PERRET
#549
3:31:25
+1h32
1012
130
Lucas LECLERC
#114
3:37:35
+1h39
1069
131
Camille JOUVE
#469
3:37:46
+1h39
1070
132
Jean-Baptiste VINTENON
#887
3:38:54
+1h40
1075
133
Michel DRUET
#414
3:51:10
+1h52
1151
134
Alexandre MARTIN
#393
3:54:50
+1h56
1165
135
Blaise SANGLIER
#428
4:29:25
+2h30
1239
136
Mattéo PINTAT
#331
4:38:39
+2h40
1249