Nicolas Sitter
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AI Search
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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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Target time
First names
Swim
Bike
Run
Montée de l'Alpe d'Huez
Categories
Clubs
Triathlon M
MS3
MS3 · 122 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
Florian BOLVY
#77
2:09:33
—
27
🥈
Matthieu BARET
#216
2:09:34
+1s
28
🥉
Thomas LIHOREAU
#309
2:09:37
+4s
29
4
Clément THOMAS
#1181
2:09:39
+6s
30
5
Gregory JOUSSET
#449
2:16:26
+6:53
59
6
Julien BOCHARD
#205
2:20:07
+10:34
76
7
Julien DUPRE
#690
2:20:08
+10:35
77
8
Stach AARTS
#852
2:20:54
+11:21
82
9
Yann GROSPELIER
#1083
2:22:08
+12:35
89
10
Julien GATINET
#187
2:22:18
+12:45
92
11
Nicolas VAUQUELIN
#73
2:22:54
+13:21
95
12
Domeignoz Horta DOMEIGNOZ
#113
2:22:57
+13:24
96
13
Sébastien COUPRIE
#464
2:23:32
+13:59
97
14
Daniel BEYNON
#513
2:23:56
+14:23
102
15
Florian POISSE
#47
2:24:46
+15:13
111
16
Stéphane SPASSEVITCH
#683
2:26:04
+16:31
123
17
Gaël LAMBERTHOD
#237
2:26:52
+17:19
133
18
Mike WIJNEN
#1162
2:27:23
+17:50
139
19
Patrice GARD
#386
2:28:25
+18:52
150
20
Brice MAILLARD
#668
2:29:09
+19:36
159
21
Jérémie DAUPHIN
#261
2:30:14
+20:41
167
22
Yves GOURIOU
#246
2:30:16
+20:43
168
23
Daniel COMIZA
#896
2:30:32
+20:59
169
24
Antoine DIDELOT
#283
2:30:45
+21:12
173
25
Mathieu MIGNARDOT
#334
2:31:04
+21:31
174
26
Simon PAUMIER
#139
2:31:24
+21:51
178
27
Benoit DESSERTINE
#1077
2:31:37
+22:04
180
28
Olivier MONNOYE
#1110
2:32:25
+22:52
184
29
Edwin WENTINK
#868
2:32:44
+23:11
188
30
Damien LEJEUNE
#406
2:33:22
+23:49
197
31
Yoann RICHARD
#460
2:34:04
+24:31
205
32
Matthieu DALLA PIETRA
#138
2:34:06
+24:33
206
33
Abdel JOVE DOLZ
#1095
2:35:49
+26:16
219
34
Thomas FERNET
#761
2:36:00
+26:27
220
35
Dennis SLEEGERS
#873
2:36:24
+26:51
223
36
Sylvain VALEZY
#162
2:37:23
+27:50
229
37
Yael REYMOND
#102
2:37:24
+27:51
230
38
Benjamin DEWOST
#724
2:38:14
+28:41
238
39
Jérémy MARTIN
#1084
2:39:29
+29:56
255
40
Matthieu AUDOIN
#823
2:40:17
+30:44
262
41
Franck DIETLIN
#1115
2:41:42
+32:09
277
42
Andrews ROUET
#661
2:41:51
+32:18
278
43
Jonathan WORTELBOER
#865
2:42:00
+32:27
281
44
Yannick BOFFETTI
#260
2:42:13
+32:40
283
45
Nicolas OMONT
#746
2:42:22
+32:49
286
46
Yoann PESCHARD
#776
2:43:22
+33:49
295
47
Marijn KOOPMAN
#859
2:43:28
+33:55
296
48
Lilian RIZET
#315
2:43:54
+34:21
300
49
Aurélien BEUF
#374
2:44:04
+34:31
303
50
Bili CAILLIBOTTE
#1179
2:45:17
+35:44
322
51
David RUBINSZTEJN
#759
2:45:21
+35:48
323
52
Guillaume CROZE
#778
2:46:55
+37:22
331
53
David WILBY
#485
2:47:03
+37:30
333
54
Sidney ZOKOU
#54
2:47:04
+37:31
334
55
Fabrice CALAND
#128
2:47:57
+38:24
345
56
Luc CORMIER
#472
2:48:24
+38:51
351
57
Ruben BRUININK
#881
2:48:56
+39:23
358
58
Jon ETXEVERRIA
#977
2:49:29
+39:56
369
59
Alexis CHERUBIN
#317
2:50:19
+40:46
383
60
Yohan CHARIF
#87
2:51:52
+42:19
404
61
Nicolas TOURNIER
#1074
2:52:17
+42:44
407
62
James FELIX
#631
2:53:25
+43:52
418
63
Romain CHARTRAIN
#788
2:53:55
+44:22
426
64
Raphaël COSNARD
#494
2:54:14
+44:41
431
65
Benoit JOURNET
#135
2:54:37
+45:04
438
66
Damien VANDELAER
#418
2:54:54
+45:21
440
67
Jon PAGET
#576
2:55:24
+45:51
445
68
Marc THOMAS
#783
2:55:38
+46:05
448
69
Frank HURTADO
#935
2:56:47
+47:14
468
70
Benjamin BERANEK
#1059
2:57:13
+47:40
471
71
Jean-Baptiste LAUDET
#79
2:57:33
+48:00
475
72
Fabien GIRAULT
#760
3:01:19
+51:46
511
73
Benoit LAGNEUX
#55
3:02:13
+52:40
522
74
Julien GUENNOC
#808
3:02:28
+52:55
527
75
Maxime LABRUYERE
#753
3:03:23
+53:50
540
76
Alberto ALONSO ÁLVAREZ
#958
3:05:05
+55:32
562
77
Jérémi POULET
#233
3:05:17
+55:44
566
78
Linas VANAGAS
#902
3:05:17
+55:44
568
79
Michael PRONK
#889
3:05:58
+56:25
575
80
Andrea CAMPO
#1048
3:06:04
+56:31
576
81
Driss YOUSFI
#477
3:07:11
+57:38
589
82
Jean-Jacques MAURICE
#96
3:07:15
+57:42
591
83
Sébastien BILLY
#685
3:07:24
+57:51
595
84
Nicolas MARTIN
#448
3:07:44
+58:11
598
85
Alejandro DE DIEGO VICO
#974
3:07:47
+58:14
599
86
Noel DE BERNARDO
#142
3:07:53
+58:20
601
87
Sietze KEUNING
#882
3:08:02
+58:29
604
88
Maxime CLAVEL
#229
3:08:16
+58:43
606
89
Bertrand BRUDON
#490
3:08:38
+59:05
610
90
Pawel FIEDOROW
#51
3:09:44
+1h00
618
91
Quentin DURILLON
#282
3:11:42
+1h02
637
92
Romain DUPONT
#468
3:12:16
+1h02
642
93
Thibault RAVISSAC
#762
3:12:19
+1h02
643
94
Romain GAUDU
#1099
3:12:24
+1h02
645
95
Andrew NICKLIN
#510
3:12:30
+1h02
648
96
Jeremy DEFAZIO
#695
3:13:04
+1h03
654
97
Guillaume FRAPPAZ
#50
3:15:13
+1h05
676
98
Mathieu PERRAUT
#316
3:15:35
+1h06
678
99
Victor LAMM
#782
3:16:34
+1h07
687
100
Quentin HEATH
#1091
3:18:12
+1h08
697
101
Clément ADER
#1003
3:18:25
+1h08
698
102
Jaap SLUMP
#866
3:19:32
+1h09
711
103
Hugo MOULINIER
#915
3:22:47
+1h13
736
104
Cioffi CIOFFI
#158
3:23:07
+1h13
741
105
Sovireak MOEUNG
#1005
3:24:11
+1h14
747
106
Witold DZITKOWSKI
#894
3:25:17
+1h15
756
107
Vivien FORTAT
#737
3:26:51
+1h17
766
108
Fabien CHENE
#48
3:27:15
+1h17
768
109
Anthony BOURILLE
#64
3:28:17
+1h18
773
110
Loic BEAUJOUAN
#1070
3:28:49
+1h19
784
111
Fernando CORTINA SÁNCHEZ
#988
3:35:30
+1h25
831
112
Baptiste HALLÉ
#320
3:36:48
+1h27
834
113
Frédéric LEMARQUAND
#257
3:39:26
+1h29
847
114
Pedro GONZÁLEZ-CEBRIAN
#943
3:39:45
+1h30
851
115
Laurent DELAVAL
#281
3:42:01
+1h32
861
116
Mathieu HOUBRE
#267
3:47:47
+1h38
890
117
Alexandre GUY
#256
3:52:06
+1h42
908
118
Tiphaine DOUENCE
#916
3:54:37
+1h45
912
119
Florian GOUJON
#1155
3:55:16
+1h45
917
120
Matthieu SOUCHET
#466
4:10:19
+2h00
935
121
Vincent GODARD
#264
4:14:53
+2h05
943
122
Thibault BROTELLE
#1042
4:23:07
+2h13
957