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
MV3
MV3 · 66 classified finishers in the Triathlon L
#
Athlete
Time
Gap
Overall
🥇
Sašo MEDEN
#745
7:23:02
—
71
🥈
Olivier BOGARD
#180
7:34:26
+11:24
89
🥉
Gerald ROHACZEK
#1065
8:01:04
+38:02
147
4
Olivier LAMBERG
#543
8:03:40
+40:38
154
5
Franck HERBILLON
#454
8:09:05
+46:03
168
6
Ivar BRINKMAN
#585
8:18:18
+55:16
189
7
David FERRAIRÓ
#971
8:27:45
+1h04
213
8
Didier MONTOLIEU
#184
8:31:46
+1h08
223
9
Rob SEARLE
#939
8:33:03
+1h10
228
10
Jean Luc GEERTS
#572
8:33:49
+1h10
232
11
Philippe DUBOIS
#560
8:37:20
+1h14
250
12
Riccardo CASTELLI
#767
8:37:27
+1h14
251
13
Alain LE GOUILL
#360
8:37:45
+1h14
252
14
Michel SERVAIS
#577
8:41:36
+1h18
262
15
Bernard MAUDONNET
#356
8:48:03
+1h25
280
16
Vincent LUDWIG
#1058
8:54:43
+1h31
309
17
John HANSEN
#632
8:57:50
+1h34
318
18
Volker KEIM
#683
8:58:12
+1h35
323
19
Justin LITTLECHILD
#658
9:00:10
+1h37
326
20
Paul THORBY
#794
9:06:41
+1h43
348
21
Stéphane VIGNAUD
#117
9:09:38
+1h46
355
22
Colas MARTINET
#183
9:10:15
+1h47
356
23
Claus HJORTSHØJ
#628
9:11:19
+1h48
360
24
Thierry COLIN
#446
9:11:43
+1h48
363
25
Franck DUMENIL
#162
9:20:24
+1h57
389
26
Eric GRENIER
#111
9:23:01
+1h59
401
27
Fabien POUYET
#288
9:24:37
+2h01
405
28
Patrick LESAGE
#147
9:30:41
+2h07
433
29
Stefan SURMA
#724
9:32:08
+2h09
439
30
Pierre-Yves URAGO
#423
9:33:25
+2h10
448
31
Philippe LELIEVRE
#433
9:34:34
+2h11
454
32
Raf DE WINTER
#524
9:36:04
+2h13
463
33
Stéphane COUDRAY
#460
9:37:34
+2h14
466
34
Pietro CONVERTINI
#383
9:38:13
+2h15
472
35
Christophe BRAZY
#480
9:39:17
+2h16
478
36
Marc JOURDAN
#165
9:44:04
+2h21
488
37
Jim HARNESS
#883
9:45:49
+2h22
493
38
Ramon MAY
#966
9:47:25
+2h24
498
39
Dominique CHEVALIER
#137
9:48:15
+2h25
501
40
Didier PIRON
#511
9:50:43
+2h27
505
41
Jean Marc EVAIN
#277
9:51:20
+2h28
506
42
Bertrand BOSLE
#394
9:59:03
+2h36
538
43
Jérôme SIQUIER
#218
10:00:21
+2h37
542
44
Olivier PILANDON
#493
10:01:31
+2h38
546
45
Robert SKEOCH
#926
10:06:53
+2h43
556
46
Roman KLINKERT
#694
10:09:04
+2h46
561
47
Thierry MAGAUD
#302
10:10:10
+2h47
562
48
Christian SIMON
#124
10:10:52
+2h47
567
49
Raf VAN LOOK
#580
10:13:13
+2h50
575
50
Eric MARTIN
#127
10:16:42
+2h53
587
51
Jean Marc DOUBLET
#334
10:21:27
+2h58
599
52
David POWELL
#796
10:29:16
+3h06
622
53
Thomas ENGELKE
#721
10:35:55
+3h12
635
54
Joe NORMAN
#891
10:37:21
+3h14
642
55
Stéphane OSMONT
#95
10:37:29
+3h14
643
56
Milan SVOBODA
#739
10:39:10
+3h16
646
57
Philippe MARGERTE
#278
10:41:35
+3h18
654
58
Huw DOLPHIN
#861
10:42:55
+3h19
657
59
Michele GUGLIOTTA
#748
10:43:29
+3h20
658
60
Philippe BERNARD
#251
10:48:52
+3h25
670
61
James TYRIE
#879
10:53:39
+3h30
685
62
Nicolas MOSETTI
#656
10:56:12
+3h33
695
63
Laurent FRANQUET
#286
11:01:09
+3h38
712
64
Xavi ALONSO NOGUES
#993
11:04:07
+3h41
717
65
Michel WENGLARZ
#311
11:11:29
+3h48
729
66
Stefan BEINE
#702
11:17:13
+3h54
739