Nicolas Sitter
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Hotel AI research, newest first
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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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Montée de l'Alpe d'Huez
Categories
Clubs
Triathlon L
MS4
MS4 · 141 classified finishers in the Triathlon L
#
Athlete
Time
Gap
Overall
🥇
Frederik VAN LIERDE
#1
5:59:52
—
1
🥈
Scott DEFILLIPIS
#7
6:13:06
+13:14
5
🥉
Manuel ROUX
#14
6:18:50
+18:58
6
4
Alberto BRAVO
#10
6:35:30
+35:38
14
5
Thomas LEMAITRE
#13
6:35:40
+35:48
15
6
Julien MARCQ
#26
6:36:28
+36:36
17
7
Sylvain DENIS
#562
6:36:30
+36:38
18
8
Thomas LEBOUCHER
#1055
6:56:16
+56:24
41
9
Aurélien LAURENDON
#453
7:01:14
+1h01
43
10
Michael BOEHMER
#942
7:12:50
+1h12
55
11
Ben WEBECK
#933
7:14:10
+1h14
58
12
Robert BRUNDISH
#839
7:15:58
+1h16
62
13
Vincent DILLENSEGER
#158
7:17:08
+1h17
64
14
Marc CASADEVALL
#983
7:22:55
+1h23
70
15
Jon TRIGUEROS ALVAREZ
#1014
7:25:56
+1h26
75
16
Graham WADSWORTH
#828
7:28:19
+1h28
79
17
Filippo CECCARELLI
#764
7:29:38
+1h29
81
18
Daniel BECERRIL GIMENO
#982
7:31:07
+1h31
83
19
Jordi URÓ MOMPEL
#978
7:48:30
+1h48
115
20
Iván HERRERO MORALES
#1018
7:50:19
+1h50
118
21
Joachim ZIMMERLING
#679
7:50:51
+1h50
120
22
Thomas REICHL
#690
7:51:00
+1h51
121
23
Jérôme LACROIX
#320
7:51:41
+1h51
122
24
Stéphane MENARD
#447
7:52:36
+1h52
125
25
Philipp PETER
#689
7:53:51
+1h53
127
26
Yann GUILLOU
#324
7:53:56
+1h54
128
27
Steve HANSEN
#671
7:54:15
+1h54
130
28
Lionel GIRTANNER
#326
7:54:52
+1h55
133
29
Yves GOURIOU
#465
7:55:02
+1h55
134
30
Dylan LEWIS
#918
7:57:08
+1h57
138
31
Kaspar STRAATHOF
#598
7:58:22
+1h58
141
32
Joël SCHINTGEN
#672
7:59:08
+1h59
142
33
Julien VIOLET
#214
8:02:00
+2h02
148
34
Ward GOETHALS
#537
8:02:54
+2h03
151
35
Alexandre DERNIER
#512
8:05:32
+2h05
159
36
Alexandre MEURILLON
#485
8:06:10
+2h06
160
37
Romain SAUTRAU
#306
8:08:38
+2h08
167
38
Pierre SZYMEZAK
#100
8:12:31
+2h12
176
39
Frank VAN HAREN
#620
8:13:05
+2h13
178
40
Sergio LUCAS VALENCIANO
#1009
8:13:14
+2h13
179
41
Jérôme DUMORTIER
#365
8:17:48
+2h17
188
42
Jindrich DVORAK
#737
8:24:31
+2h24
208
43
Xavier FOUCOIN
#174
8:29:31
+2h29
215
44
Francisco GASPAR
#1031
8:29:46
+2h29
216
45
Julien BELLON
#295
8:36:52
+2h37
249
46
Olivier RICHELLE
#557
8:39:16
+2h39
255
47
Nicolas THEVENIN
#142
8:42:05
+2h42
264
48
Jan GEUENS
#534
8:43:58
+2h44
272
49
Laurent JAYMAERT
#555
8:44:58
+2h45
274
50
Oscar SANTOS CUESTA
#1008
8:45:00
+2h45
275
51
Henri BENOIT
#50
8:45:11
+2h45
276
52
Laurent HICK
#81
8:50:27
+2h50
287
53
Alex LEFEVRE
#540
8:51:51
+2h51
294
54
Marco GERRITSE
#581
8:52:04
+2h52
296
55
Igor PRADELLA
#556
8:53:46
+2h53
303
56
Nicolas NABHOLZ
#414
8:53:51
+2h53
304
57
Vincent DAIEN
#309
8:57:48
+2h57
317
58
Philippe SIMON
#300
8:57:52
+2h58
319
59
Alexandre LESECQ
#464
8:58:10
+2h58
322
60
Rob SIMONS
#596
9:01:24
+3h01
328
61
Thomas BARTHELEMY
#141
9:04:06
+3h04
336
62
Mathieu LE PIPEC
#289
9:05:19
+3h05
342
63
Guillaume POUSTIS
#266
9:10:22
+3h10
357
64
Alexandre MARSAUD
#68
9:11:13
+3h11
359
65
Yann MAINGUY
#156
9:11:28
+3h11
361
66
Paolo Francesco RAPINO
#755
9:17:36
+3h17
382
67
Etienne FROMENTIN
#467
9:18:52
+3h19
385
68
Alban LAVALLEE
#350
9:20:12
+3h20
387
69
Aurélien MORIN
#463
9:20:48
+3h20
390
70
Lionel HOCQUAUX
#49
9:20:50
+3h20
391
71
Matthieu PIVET
#482
9:21:44
+3h21
395
72
Alberto ESPINOS
#992
9:22:07
+3h22
398
73
Anthony CAUCHY
#242
9:23:46
+3h23
402
74
Pol NIN MORAN
#979
9:25:54
+3h26
410
75
Henry BREUVART
#198
9:26:09
+3h26
412
76
Franck BARROSO
#664
9:26:18
+3h26
413
77
Kasper GRONING KILDELUND
#635
9:26:48
+3h26
416
78
Georg MIHATSCH
#728
9:27:46
+3h27
418
79
Sébastien CHAPUIS
#458
9:27:50
+3h27
419
80
Petr TURCZER
#738
9:28:04
+3h28
421
81
Fabien GIRARD
#442
9:29:49
+3h29
428
82
Mert ONARAN
#959
9:30:03
+3h30
430
83
Farid CHAKIR
#76
9:30:09
+3h30
431
84
Christophe RIEZ
#551
9:31:12
+3h31
435
85
Wouter DE CRAENE
#546
9:32:29
+3h32
443
86
Nicolas DEZITTER
#121
9:32:40
+3h32
444
87
Lee FRANCIS
#815
9:33:16
+3h33
447
88
Jérôme MORVAN
#88
9:35:19
+3h35
458
89
Timothy SCHILLIGER
#655
9:38:20
+3h38
473
90
Daniel MATEU
#1030
9:38:41
+3h38
476
91
Eelke MOURIK
#619
9:40:27
+3h40
481
92
Sylvain HENDRICK
#566
9:41:53
+3h42
484
93
David PUENTE SANTA
#1029
9:43:23
+3h43
486
94
Christophe PAUWELS
#564
9:43:26
+3h43
487
95
Richard SEARLE
#930
9:44:42
+3h44
489
96
Xabier SARRIEGUI MUGICA
#996
9:45:46
+3h45
492
97
David JOUSSET
#297
9:46:57
+3h47
496
98
Graeme TAYLOR
#1047
9:52:21
+3h52
510
99
Nicolas RASSON
#548
9:55:55
+3h56
520
100
Hans GYS
#567
9:56:24
+3h56
524
101
Nicolas SARAZIN
#114
9:56:47
+3h56
526
102
Jatinder SOOMAL
#884
9:57:39
+3h57
535
103
François ADAM
#545
9:58:42
+3h58
536
104
Nicolas GARNERI
#349
9:58:46
+3h58
537
105
Jesse VAN SCHOUWENBURG
#625
9:59:39
+3h59
540
106
Mathieu JAQUIN
#190
10:01:51
+4h01
547
107
Tom HALL
#909
10:04:38
+4h04
550
108
Mark DOWLING
#950
10:04:44
+4h04
551
109
Alain LEICHT
#468
10:07:16
+4h07
558
110
Juha HANNUKSELA
#645
10:13:42
+4h13
577
111
Daniel GALINDO MOLES
#1023
10:14:18
+4h14
582
112
Julien BERNARD
#138
10:19:39
+4h19
593
113
Joshua KNIGHT
#903
10:20:43
+4h20
595
114
Will LAMBETH
#915
10:21:28
+4h21
600
115
Mark ORMOND
#843
10:22:46
+4h22
602
116
Nicolas HARDOU
#303
10:23:48
+4h23
606
117
Andy WALSH
#822
10:27:48
+4h27
615
118
Sébastien BARTHOULOT
#462
10:27:56
+4h28
616
119
Stefano MACALUSO
#760
10:28:27
+4h28
619
120
Chris KLEIJN
#584
10:31:38
+4h31
625
121
Unai BARRENETXEA BEASKOETXEA
#1027
10:32:44
+4h32
627
122
Michael ALBERT
#687
10:36:21
+4h36
638
123
Anthony MAHUT
#75
10:36:36
+4h36
640
124
Emmanuel BERTHO
#332
10:37:20
+4h37
641
125
Adam BELL
#804
10:39:36
+4h39
648
126
Alexandre REVOL
#248
10:41:00
+4h41
651
127
Richard TROUE
#904
10:43:43
+4h43
660
128
Julien DAVID
#287
10:44:35
+4h44
663
129
Jesus MARTINEZ VALLLEJO
#974
10:46:43
+4h46
668
130
Nicolas MACHURET
#475
10:51:26
+4h51
677
131
Nathanael PINDER
#935
10:52:36
+4h52
681
132
Andrew ADAMSON
#924
10:52:58
+4h53
682
133
Sébastian WILFERT
#720
10:54:14
+4h54
691
134
Mathieu CORDIER
#193
10:55:45
+4h55
693
135
Philippe RYCKAERT
#908
10:59:48
+4h59
705
136
Marc JUNYENT LAVADO
#1001
11:00:41
+5h00
709
137
Julien JOLLY
#469
11:10:38
+5h10
727
138
Pierre NADAUD
#472
11:13:38
+5h13
732
139
Alexandre GAUFFENY
#386
11:19:57
+5h20
746
140
Pierre WAGNER
#67
11:24:51
+5h24
749
141
Antoine COLLONGUES
#283
11:28:37
+5h28
753