Nicolas Sitter
Home
AI Search
All research
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
|
llms.txt
llms-full.txt
posts.json
rss.xml
sitemap.xml
robots.txt
Overview
Compare
Target time
First names
Swim
Bike
Run
Categories
Clubs
Triathlon M
S4H
S4H · 131 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
Matthieu BARET
#191
2:00:36
—
24
🥈
Karl SHAW
#558
2:02:30
+1:54
30
🥉
Sébastien LAURIER
#522
2:04:51
+4:15
39
4
Jan-Roelf HEERSSEMA
#944
2:05:03
+4:27
41
5
Jean-Marie CABRIERES
#671
2:08:44
+8:08
59
6
Pedro BARBUDO GARRIDO
#737
2:09:36
+9:00
64
7
Romain GIOUX
#107
2:10:28
+9:52
69
8
Cédric MOUREAUX
#177
2:10:55
+10:19
72
9
Yann GROSPELIER
#232
2:11:09
+10:33
75
10
David PHILIPPE
#465
2:13:54
+13:18
90
11
Clément CROS
#554
2:18:15
+17:39
105
12
Damien FESSY
#68
2:18:27
+17:51
107
13
Anthony LESOUDER
#176
2:20:04
+19:28
119
14
Loic GAMEL
#74
2:20:36
+20:00
125
15
Mathieu IZOULET
#520
2:23:24
+22:48
146
16
François BODIC
#76
2:24:41
+24:05
153
17
Nicolas COUDURIER
#319
2:25:55
+25:19
167
18
Alexandre CHASTELOUX
#339
2:26:17
+25:41
175
19
Nicolas SERVE
#86
2:27:48
+27:12
188
20
Arnaud CHAMPTOUSSEL
#280
2:29:02
+28:26
196
21
Nicolas PECH
#116
2:30:01
+29:25
204
22
Antoine VION
#131
2:30:03
+29:27
205
23
Michael CASTERMANS
#659
2:30:07
+29:31
207
24
Jérémie RUNEL
#213
2:30:46
+30:10
219
25
Vertua CHRISTIAN
#972
2:30:59
+30:23
223
26
Antoine COLLONGUES
#571
2:31:52
+31:16
228
27
Xavier GAILLARD
#699
2:33:04
+32:28
246
28
Arnaud DOUROUX
#479
2:34:45
+34:09
256
29
Vincent DESORMIERE
#423
2:35:37
+35:01
268
30
Thomas TRAISNEL
#345
2:35:57
+35:21
270
31
Vincent MACHET
#252
2:36:14
+35:38
277
32
Geoffroy NOEL
#17
2:36:19
+35:43
279
33
Vincent RUDE
#168
2:36:34
+35:58
284
34
Thierry BIROU
#497
2:37:05
+36:29
293
35
Benoît JOURNET
#673
2:37:09
+36:33
296
36
Grégory LAFFONT
#580
2:37:21
+36:45
301
37
Yannick COLLOT
#516
2:38:30
+37:54
316
38
Arnaud FARGEAREL
#903
2:39:26
+38:50
325
39
Guillaume LETELLIER
#381
2:41:38
+41:02
349
40
Tom MIELOO
#953
2:41:56
+41:20
352
41
Florian ROCHON
#299
2:42:16
+41:40
358
42
Stefan LEUNIG
#285
2:42:56
+42:20
365
43
Mohamed LEMKECHER
#460
2:43:23
+42:47
372
44
Boris GANDY
#426
2:43:42
+43:06
376
45
Tony GREMILLET
#473
2:44:01
+43:25
382
46
Michel NEDELEC
#458
2:44:50
+44:14
401
47
Melen AUSSEL
#378
2:45:16
+44:40
406
48
Kevin GUINARD
#212
2:45:25
+44:49
407
49
Alain TRAN
#365
2:45:31
+44:55
409
50
Walid SASSI
#511
2:45:43
+45:07
411
51
Olivier GUYOT
#530
2:47:44
+47:08
434
52
Pierre-Yves SEMET
#375
2:48:04
+47:28
447
53
Asier RAMIREZ CASADO
#741
2:49:05
+48:29
463
54
Renaud GUILLAUME
#343
2:49:13
+48:37
467
55
Clément GANDIN
#867
2:50:06
+49:30
480
56
Nicolas BIGOT
#838
2:51:35
+50:59
506
57
Edwin CHAMPIN
#826
2:51:36
+51:00
507
58
Florian POISSE
#419
2:52:26
+51:50
517
59
Pawel FIEDOROW
#425
2:52:26
+51:50
518
60
Cyril BOULIGAND
#52
2:52:27
+51:51
519
61
Mikael MOING
#84
2:52:33
+51:57
522
62
Guillaume OZ-UZUN
#708
2:53:19
+52:43
534
63
David GARCIA
#770
2:53:44
+53:08
542
64
Mathieu CHARPENTIER
#977
2:54:13
+53:37
549
65
Rémi PARDON
#117
2:54:29
+53:53
551
66
Raphael TERRIER
#547
2:54:57
+54:21
558
67
Romain GUILLEMENET
#507
2:55:09
+54:33
560
68
Lionel WILLE
#938
2:55:52
+55:16
569
69
Samuel LATOUCHE
#872
2:56:05
+55:29
576
70
Antoine PERRAUT
#417
2:56:35
+55:59
581
71
Kévin BERGER
#174
2:56:44
+56:08
583
72
Laurent FAUQUEUX
#264
2:56:52
+56:16
586
73
Stéphane FLOCHLAY
#167
2:57:24
+56:48
594
74
Benjamin COLLET FENETRIER
#268
2:57:30
+56:54
596
75
Michaël RUIZ
#678
2:58:48
+58:12
618
76
Raphael COSNARD
#21
2:59:13
+58:37
622
77
Andrea GANDON
#161
2:59:16
+58:40
624
78
Olivier SOUMALI
#442
3:00:19
+59:43
640
79
Adrien BOSC
#357
3:01:06
+1h00
656
80
François TOUZEAU
#328
3:01:23
+1h00
657
81
Pierre-Alexandre MONTIGNY
#105
3:01:23
+1h00
658
82
Philippe SANDERS
#600
3:01:37
+1h01
662
83
Christophe TINET
#861
3:01:56
+1h01
669
84
Gael ANDREY
#401
3:03:18
+1h02
686
85
Marc FALCH
#687
3:03:44
+1h03
693
86
Romain MARCHAND
#296
3:03:49
+1h03
695
87
Marco BIRNER
#298
3:04:18
+1h03
701
88
Olivier BRUN
#396
3:04:30
+1h03
706
89
Vincent CAMUS
#184
3:05:12
+1h04
719
90
Aitor LEDESMA
#721
3:05:27
+1h04
722
91
Jeroen VAN 'T HART
#940
3:05:47
+1h05
730
92
Mickael METAYER
#176
3:07:00
+1h06
743
93
Alberto ARCO HIERVES
#728
3:07:39
+1h07
750
94
Jérôme REY
#84
3:07:57
+1h07
755
95
Julien CHAMOUTON
#401
3:08:27
+1h07
758
96
Cédric BERTOLI
#266
3:09:10
+1h08
766
97
Sylvain GUILLERMO
#94
3:09:47
+1h09
778
98
Alexandre JUVE
#352
3:12:01
+1h11
798
99
Guillaume BODIN
#464
3:13:15
+1h12
816
100
Antoine NAVARRO
#689
3:13:38
+1h13
822
101
Eric SAFANJON
#265
3:13:50
+1h13
823
102
Quentin DESTOOP
#842
3:14:40
+1h14
837
103
Leon RAGETLIE
#948
3:14:43
+1h14
838
104
Nicolas MARTIN
#898
3:14:57
+1h14
840
105
Michaël BLOMME
#542
3:17:34
+1h16
867
106
Julien GREFF
#283
3:18:15
+1h17
874
107
Adrien DE THORE
#573
3:18:23
+1h17
878
108
Jonathan BREUIL SANTONI
#99
3:21:15
+1h20
914
109
Alain LEQUENNE
#574
3:21:36
+1h21
918
110
Nicolas PERIER
#830
3:25:26
+1h24
961
111
Jérôme COPIN
#433
3:26:09
+1h25
968
112
Alexandre DA SILVA
#356
3:28:16
+1h27
980
113
Igor MARTIN
#717
3:30:10
+1h29
1001
114
Benjamin ESTEBANEZ
#840
3:30:25
+1h29
1004
115
Michaël CLAVAUD
#142
3:31:13
+1h30
1011
116
Anthony BONNEAU
#107
3:33:01
+1h32
1035
117
Jeremi POULET
#236
3:41:27
+1h40
1088
118
Edouard FONTAINE
#340
3:41:58
+1h41
1091
119
Nicolas WAGENER
#649
3:43:13
+1h42
1103
120
Jarno VAN KEULEN
#917
3:44:20
+1h43
1113
121
Anthony DUBOUCHEZ
#300
3:44:23
+1h43
1114
122
Romain FAURIE
#427
3:49:15
+1h48
1142
123
Maxime RATINET
#260
3:49:37
+1h49
1144
124
Brian GIRARD
#394
3:50:24
+1h49
1148
125
Fabien CHENE
#416
3:51:20
+1h50
1153
126
Vincent CARIOU
#582
3:55:26
+1h54
1169
127
Loïc RIVIER
#553
4:06:32
+2h05
1199
128
Roman EGOAVIL
#792
4:09:13
+2h08
1204
129
Aurelien CAZORLA
#397
4:19:42
+2h19
1221
130
Arnaud PAGAND
#506
4:26:59
+2h26
1230
131
Alexis CARRE
#432
4:40:03
+2h39
1250