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
Montée de l'Alpe d'Huez
Categories
Clubs
Triathlon L
MS2
MS2 · 71 classified finishers in the Triathlon L
#
Athlete
Time
Gap
Overall
🥇
Alberto MORENO
#19
6:06:24
—
2
🥈
Sven VAN LUYCK
#6
6:10:22
+3:58
4
🥉
Léo ROCA
#206
6:34:42
+28:18
12
4
Arne DEVLIEGHER
#535
6:35:04
+28:40
13
5
Antoine DIDIER
#563
6:36:13
+29:49
16
6
Pello OSORO GUTIERREZ
#1067
6:37:35
+31:11
19
7
Grégoire TARRIDE
#325
6:38:14
+31:50
20
8
Romain GARCIN
#82
6:39:38
+33:14
22
9
Thomas TIETZ
#706
6:42:06
+35:42
25
10
Gonzalo FUENTES
#18
6:45:04
+38:40
26
11
Tim MERCY
#523
6:47:38
+41:14
28
12
Andrew WOODROFFE
#45
6:48:58
+42:34
29
13
Pete DYSON
#29
6:50:13
+43:49
32
14
Luc GABISON
#426
6:51:01
+44:37
34
15
Beau SMITH
#847
7:02:30
+56:06
45
16
Joeri AMEYE
#579
7:07:26
+1h01
50
17
Josué GEHRING
#660
7:10:33
+1h04
53
18
Mark MULLER
#602
7:13:20
+1h06
56
19
Wazo DE ROUCK
#570
7:15:54
+1h09
61
20
Léo PONIARD
#110
7:17:52
+1h11
65
21
Bartlomiej CZYZ
#735
7:18:18
+1h11
66
22
Florian BEYSSAC
#390
7:26:43
+1h20
77
23
Simon ADYNS
#561
7:28:19
+1h21
80
24
Côme RONDET
#53
7:33:22
+1h26
87
25
Alexy DIANOUX
#373
7:36:22
+1h29
91
26
Michiel KEMPEN
#505
7:36:56
+1h30
93
27
Jean-Baptiste ROSE
#159
7:37:28
+1h31
94
28
Gianni ALLEBOSCH
#532
7:38:20
+1h31
96
29
Nicolas DENOEL
#547
7:49:07
+1h42
116
30
Yann BLONDEAU
#1037
7:49:19
+1h42
117
31
Nicolas DERENNE
#406
7:50:23
+1h43
119
32
Sander CUVELIER
#539
7:54:49
+1h48
132
33
Alexandre GAUTHIER
#208
8:03:08
+1h56
152
34
Thibault MORGANDO
#298
8:03:59
+1h57
155
35
François MICHEL
#525
8:10:07
+2h03
169
36
Mathieu LAVIALLE
#408
8:10:12
+2h03
170
37
Thibault MAYET
#328
8:12:19
+2h05
175
38
Jonathan CADY
#529
8:13:15
+2h06
180
39
Jean Julien TRINEZ
#1038
8:13:44
+2h07
181
40
Iban ETXEBERRIA AGOTE
#1016
8:16:30
+2h10
185
41
Donatien CHRETIEN
#170
8:34:43
+2h28
237
42
Florent BOUTIN
#254
8:34:43
+2h28
238
43
Jérémy GOTTO
#292
8:53:02
+2h46
301
44
Dave NIJLAND
#622
8:54:30
+2h48
308
45
Quentin ANTOINE
#271
8:56:13
+2h49
314
46
Jérome LUKOWIAK
#553
8:56:49
+2h50
315
47
Vincent DIJCKMANS
#498
8:59:59
+2h53
324
48
Maxime FLORENCIO
#347
9:05:22
+2h58
344
49
Alban AUTHIÉ
#312
9:16:31
+3h10
375
50
Pierre ROY
#272
9:24:14
+3h17
403
51
Maxime ANTOINE
#508
9:24:48
+3h18
407
52
Guillaume MAL
#61
9:25:30
+3h19
409
53
Julien ZAMORA
#213
9:26:35
+3h20
414
54
Benoit GAUJAC
#307
9:28:15
+3h21
422
55
Arthur JUSTICE-ESPENAN
#477
9:29:59
+3h23
429
56
Loic BECKERS
#573
9:33:58
+3h27
450
57
Alexandre ADEN
#285
9:35:27
+3h29
461
58
Simon SWYNGHEDAUW
#392
9:38:09
+3h31
471
59
Félix GUINARD-BRUN
#476
9:40:13
+3h33
480
60
Mathieu NIBAUDEAU
#471
9:45:55
+3h39
494
61
Louis MOLLARD
#401
9:53:02
+3h46
512
62
François FOURNIER-BIDOZ
#318
9:56:19
+3h49
523
63
Stijn DE JONGE
#624
9:56:57
+3h50
528
64
Simon ALIK
#400
10:00:35
+3h54
543
65
Arthur ROLLIN
#627
10:15:20
+4h08
585
66
Alexis REYNAUD
#402
10:17:05
+4h10
588
67
Mathieu COPPE
#575
10:28:14
+4h21
618
68
Corentin ANDRE
#358
10:35:36
+4h29
631
69
Alexandre MOUDENC
#418
10:35:56
+4h29
636
70
Ryan GIROUD
#670
10:41:30
+4h35
653
71
Dirk VAN WASSENAER
#582
11:06:52
+5h00
723