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
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sitemap.xml
robots.txt
Overview
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Swim
Bike
Run
Montée de l'Alpe d'Huez
Categories
Clubs
Triathlon L
MV3
MV3 · 70 classified finishers in the Triathlon L
#
Athlete
Time
Gap
Overall
🥇
OLIVIER MADDENS
#219
7:06:55
—
62
🥈
Patrice HOCQUET
#568
7:32:04
+25:09
122
🥉
Régis CLAUDEL
#456
7:42:38
+35:43
159
4
Jos BROEREN
#650
7:45:19
+38:24
167
5
Jean Christophe ANTOINE
#135
7:50:18
+43:23
195
6
Steffen WEBER
#692
7:51:24
+44:29
200
7
Rob SEARLE
#925
7:56:06
+49:11
217
8
Thierry DUCHATEL
#55
7:59:15
+52:20
227
9
Jean-christophe ARROS
#372
7:59:38
+52:43
230
10
Adam LAYCOCK
#800
8:00:58
+54:03
237
11
Stéphane SIMON
#105
8:31:14
+1h24
359
12
Giovanni ALONSO
#47
8:42:42
+1h35
397
13
Franck DUMENIL
#178
8:47:08
+1h40
418
14
Johann THALLER
#722
8:48:20
+1h41
425
15
Yann CLAVILLIER
#133
8:56:09
+1h49
464
16
Stéphane FARGEAS
#334
8:56:13
+1h49
465
17
Hervé MAURISSEN
#574
8:57:32
+1h50
471
18
Albin ABT
#681
8:59:26
+1h52
478
19
Jon PARKINSON
#856
9:03:13
+1h56
491
20
Frank SOMMERFELD
#763
9:04:31
+1h57
497
21
François Régis VERNEL
#108
9:06:55
+2h00
516
22
Mark OWEN
#913
9:08:00
+2h01
519
23
Jo COLLOT
#615
9:12:27
+2h05
533
24
Bruno LECAS
#505
9:15:28
+2h08
544
25
Jérôme FERRARI
#483
9:18:12
+2h11
556
26
Jean-louis VILLANOVA
#302
9:19:24
+2h12
563
27
Eric PRUCHON
#76
9:19:37
+2h12
565
28
Wim VANDENDRIESSCHE
#596
9:20:07
+2h13
568
29
Hugues DESCAMPS
#299
9:27:06
+2h20
600
30
Frank ROUSSEL
#1059
9:28:09
+2h21
603
31
Markus SCHELBERT
#755
9:29:36
+2h22
606
32
Franck LELIEVRE
#66
9:30:11
+2h23
609
33
Patrick BRUYNNBROECK
#602
9:31:07
+2h24
612
34
Rob RIKSEN
#630
9:32:37
+2h25
620
35
Lionel CHARAU
#98
9:34:46
+2h27
627
36
Terry WILLIAMSON
#784
9:38:19
+2h31
637
37
Olivier FAYN
#191
9:38:21
+2h31
638
38
Robert SANDLES
#794
9:39:04
+2h32
642
39
Nick MURPHY
#911
9:42:12
+2h35
649
40
Udo FRIEDRICH
#683
9:47:05
+2h40
669
41
Steve HARLEY
#899
9:47:11
+2h40
670
42
Wayne JONES
#805
9:47:52
+2h40
672
43
Philippe POIRINE
#185
9:52:15
+2h45
688
44
Wouter ANKERSMIT
#658
9:53:32
+2h46
693
45
Dominique GUINES
#1069
9:58:25
+2h51
704
46
Jean Paul SAVOYINI
#104
9:58:48
+2h51
706
47
Jim HARNESS
#875
9:58:48
+2h51
707
48
Simon EARLEY
#787
10:00:43
+2h53
712
49
Laurent VÉCHART
#213
10:04:49
+2h57
724
50
Laurent RAPHAL
#493
10:07:03
+3h00
727
51
Eric BERTON
#122
10:09:28
+3h02
734
52
Patrick GABRIEL
#391
10:13:03
+3h06
735
53
Antoine BELGE
#363
10:14:56
+3h08
741
54
Simon FRANKS
#859
10:20:09
+3h13
751
55
Andrew DENTSKEVICH
#919
10:22:41
+3h15
757
56
François GUARINI
#158
10:26:01
+3h19
768
57
Eric SADOINE
#570
10:27:09
+3h20
770
58
Franck LESTAVEL
#522
10:33:47
+3h26
778
59
Joachim NIEDING
#686
10:41:32
+3h34
788
60
Thierry DRETZEN
#350
10:41:54
+3h34
789
61
Peter SLADE
#783
10:42:40
+3h35
792
62
Philippe MARGERTE
#277
10:43:28
+3h36
793
63
Patrick PEETERS
#625
10:45:00
+3h38
795
64
Gerald PROUX
#337
10:45:17
+3h38
797
65
Heine SØRENSEN
#734
10:49:31
+3h42
800
66
Alain JABLONOWSKI
#1026
10:49:53
+3h42
801
67
William GARDINER
#419
10:50:28
+3h43
803
68
Olivier GRETHEN
#315
10:53:59
+3h47
807
69
Michel WENGLARZ
#492
10:59:23
+3h52
815
70
Jean VANDAM
#1064
11:02:22
+3h55
820