Nicolas Sitter
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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
rss.xml
sitemap.xml
robots.txt
Overview
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Target time
First names
Swim
Bike
Run
Categories
Clubs
Triathlon M
MS4
MS4 · 140 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
—
Rich SUMPTER
#21
2:07:32
+0s
26
—
Sébastien HANSEN
#77
2:08:35
+1:03
33
—
Sébastien JOUFFREY
#18
2:08:40
+1:08
34
—
Jakub CZAJA
#1009
2:11:13
+3:41
43
—
Romaric LADET
#1311
2:14:28
+6:56
61
—
Michael SCHNITZLER
#1000
2:18:01
+10:29
76
—
Luis FELIZ CEPEDAL
#1308
2:19:07
+11:35
88
—
Jean-christophe RAPIN
#141
2:19:53
+12:21
95
—
Fransisco CARRANZA GIL
#1290
2:20:32
+13:00
98
—
Michael TAYLOR
#1140
2:21:07
+13:35
102
—
Laurent JAYMAERT
#884
2:22:01
+14:29
110
—
Benjamin BRETIN
#467
2:22:27
+14:55
114
—
Erwan ROUXEL
#1294
2:23:11
+15:39
121
—
Kurt HATWELL
#1167
2:24:35
+17:03
131
—
Easton RICHARD
#1147
2:24:49
+17:17
133
—
Aurélien TRAYNARD
#241
2:26:05
+18:33
146
—
Cyrille JANVIER
#382
2:26:12
+18:40
149
—
Jérémy PEREIRA
#158
2:26:51
+19:19
154
—
Maxime CLOQUIÉ
#109
2:27:37
+20:05
163
—
Frédéric MESNARD
#654
2:29:16
+21:44
174
—
Grégory SOLIGNAC
#618
2:30:51
+23:19
188
—
Baptiste DEVIS
#1287
2:32:03
+24:31
198
—
Duncan HAWKINS
#1180
2:32:18
+24:46
200
—
Ludovic CASANOVA
#768
2:32:34
+25:02
204
—
Pierre MARCOT
#610
2:34:01
+26:29
218
—
Ronan GLEAU
#331
2:34:28
+26:56
223
—
Sean FEATHERSTONE
#1256
2:36:30
+28:58
239
—
Andres VIEDMA
#1035
2:37:02
+29:30
244
—
Edu MARIN LACOMA
#1015
2:37:28
+29:56
250
—
Lionel RODENBURG
#379
2:38:53
+31:21
269
—
Yoann SAURON
#417
2:39:04
+31:32
272
—
Thomas BECKRICH
#839
2:39:35
+32:03
278
—
Ludovic MOREAU
#223
2:40:22
+32:50
287
—
Sylvain SCHNEIDER
#633
2:40:57
+33:25
295
—
Rémy MARTIN
#700
2:42:28
+34:56
321
—
Chris HALL
#1178
2:43:14
+35:42
331
—
Jerome ALLAIN
#499
2:43:38
+36:06
335
—
David ISSENLOR
#247
2:44:58
+37:26
349
—
Christophe ROULON
#709
2:45:22
+37:50
354
—
Goulven COROUGE
#285
2:46:12
+38:40
362
—
Médéric PION
#535
2:46:42
+39:10
370
—
Nicolas JAUDOUIN
#739
2:46:51
+39:19
372
—
Jimmy PANOZZO
#1316
2:46:55
+39:23
373
—
Christophe RIEZ
#863
2:47:08
+39:36
378
—
Miguel CESPEDES
#1052
2:47:28
+39:56
379
—
Andra CAMPO
#1089
2:48:01
+40:29
390
—
Rob SIMONS
#938
2:48:23
+40:51
397
—
Bruno GIL
#113
2:48:47
+41:15
403
—
Philippe FAUCHEUX
#112
2:49:29
+41:57
417
—
Nicolas JOUBERT
#433
2:49:34
+42:02
419
—
Robbert WOLF
#921
2:49:58
+42:26
425
—
Victorien HAMARD
#790
2:50:25
+42:53
429
—
Laurent CLAUDON
#180
2:50:47
+43:15
433
—
Laurent LARIVIERE
#602
2:51:07
+43:35
438
—
Nicolas NIORD
#272
2:53:56
+46:24
479
—
Jean Philippe MARTIN
#56
2:53:56
+46:24
480
—
Ludovic DELOUCHE
#434
2:53:56
+46:24
481
—
Simone BIEMMI
#1094
2:54:03
+46:31
484
—
Ludovic BAUSSANT
#491
2:54:58
+47:26
493
—
Ray MORGAN
#1172
2:55:04
+47:32
495
—
Robson RODRIGUES
#1083
2:55:20
+47:48
498
—
Bernard LAVAL
#861
2:55:20
+47:48
499
—
Gaetan CHANEGUE
#528
2:57:02
+49:30
512
—
Sébastien GIRAULT
#359
2:57:12
+49:40
513
—
Cédric VERHEYEN
#864
2:57:15
+49:43
514
—
David COOK
#1130
2:57:44
+50:12
520
—
Nicolas MASOURENOK
#822
2:57:59
+50:27
525
—
Frederik MOLLARD
#830
2:58:11
+50:39
531
—
Marcelo SCHWARZ
#1082
2:58:48
+51:16
546
—
Jérôme COLAS
#523
2:58:59
+51:27
550
—
Stéphane JOUGLARD
#780
2:59:35
+52:03
559
—
Alberto ALONSO
#1054
2:59:42
+52:10
561
—
Benjamin VASHETTI
#723
2:59:44
+52:12
563
—
Oriol PISOS TABERNER
#1037
2:59:44
+52:12
564
—
Nicolas BAYLE
#662
2:59:59
+52:27
569
—
Robert EVANS
#1125
3:00:29
+52:57
575
—
Jean Christophe CHAPUIS
#603
3:01:30
+53:58
584
—
Olivier LAROSE
#239
3:02:16
+54:44
596
—
kamel BAISSI
#508
3:02:49
+55:17
604
—
Alexandre BARUFFALDI
#306
3:03:08
+55:36
608
—
Adrien ANTHONY
#215
3:03:14
+55:42
610
—
Patrice LAHAYE
#41
3:03:32
+56:00
614
—
Charly ROUILLON
#205
3:03:47
+56:15
619
—
François BARQUE
#222
3:04:18
+56:46
630
—
JOSUÉ DE LUIS LEÓN
#1024
3:04:59
+57:27
637
—
Bob RENKENS
#924
3:06:29
+58:57
662
—
Simon JOHNSON
#1226
3:06:50
+59:18
666
—
Dean CLARK
#1194
3:06:53
+59:21
667
—
Adam GOULD
#1168
3:08:37
+1h01
690
—
Thomas LABOUHEURE
#252
3:09:58
+1h02
705
—
Jean-baptiste LANDRU
#795
3:10:06
+1h02
707
—
Eric GARDÈS
#432
3:10:17
+1h02
711
—
Guillaume JUIN
#183
3:10:28
+1h02
714
—
Julien ROME
#58
3:11:33
+1h04
732
—
Benjamin CLISSON
#650
3:11:36
+1h04
734
—
Nicolas PERIER
#320
3:11:55
+1h04
738
—
Philippe BOUCHER
#436
3:12:14
+1h04
740
—
Arnaud AMARÉ
#714
3:12:24
+1h04
741
—
Fabien RAYNAL
#645
3:12:44
+1h05
745
—
Thomas LAFFONT
#1318
3:13:33
+1h06
755
—
Ewen LE ROUIC
#817
3:13:42
+1h06
756
—
Andreas VAN DEN BIEZENBOS
#917
3:14:05
+1h06
764
—
Jorge VIDAL LÓPEZ
#1042
3:14:23
+1h06
768
—
Fernando CORTINA SÁNCHEZ
#1073
3:14:52
+1h07
772
—
Josep Miquel BIOSCA TARONGER
#1071
3:17:00
+1h09
796
—
Sebastiaan RUST
#914
3:17:14
+1h09
801
—
Hugo EYMERY
#257
3:17:14
+1h09
802
—
Juan manuel CAMEJO TEJERA
#1077
3:20:18
+1h12
833
—
Davide SEMENZATO
#1097
3:21:59
+1h14
852
—
Fran HURTADO MONTUENGA
#1026
3:23:02
+1h15
862
—
Franck DENIEL
#49
3:23:23
+1h15
866
—
Frédéric GALLEY
#715
3:24:51
+1h17
877
—
François DAPILLY
#67
3:25:14
+1h17
884
—
Thiago Augusto OJEA R CAMPOS
#1081
3:25:25
+1h17
888
—
Louis Alexandre TACHON
#208
3:27:36
+1h20
908
—
Jeremie LE NORMAND
#309
3:27:55
+1h20
910
—
Laurent SAVAREUX
#91
3:29:11
+1h21
920
—
Bastien MONDET
#515
3:29:50
+1h22
928
—
Ian NORDEN
#1271
3:34:30
+1h26
960
—
Vincent BERNARD
#1084
3:35:29
+1h27
963
—
Gaetan DELVAUX
#883
3:36:50
+1h29
978
—
Victor SEVERAC
#567
3:37:06
+1h29
980
—
Thien-An NGUYEN
#81
3:38:01
+1h30
988
—
Olivier MABILLE
#897
3:38:48
+1h31
998
—
Daniel ROLO
#303
3:39:25
+1h31
1001
—
Lionel LAMBRECHTS
#879
3:39:47
+1h32
1005
—
Pierre THOUVEREZ
#685
3:41:26
+1h33
1011
—
David DUPOUY
#234
3:44:20
+1h36
1028
—
Jose Paulino BAENA
#1061
3:46:21
+1h38
1041
—
Manuel ESCRIBANO SANTOS
#1076
3:46:41
+1h39
1046
—
Lionel LANGUE
#808
3:50:02
+1h42
1056
—
Léonard ROUCHAUD
#1302
3:50:39
+1h43
1063
—
Oscar ARAGU SOLE
#1072
3:54:09
+1h46
1076
—
Emmanuel GASTAUD
#699
3:55:03
+1h47
1078
—
Benoît CAMPS
#63
4:07:54
+2h00
1110
—
Christian MANTHEY
#986
4:15:31
+2h07
1119
—
Pierre BILLET
#807
4:23:13
+2h15
1134
—
Modest KWAPINSKI
#1284
4:26:29
+2h18
1136
—
Samuel EDWARDS
#1228
4:52:19
+2h44
1152
—
Scott SOUTHWELL
#1251
5:03:31
+2h55
1158