Nicolas Sitter
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AI Search
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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
rss.xml
sitemap.xml
robots.txt
Overview
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Swim
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Run
Categories
Clubs
Triathlon M
M45-49
Men 45–49 · 95 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
Yannick BOURSEAUX
#798
2:11:07
—
31
🥈
Roméo BROUTE
#888
2:13:51
+2:44
35
🥉
Jose Manuel GOMEZ CIRUJANO
#533
2:19:09
+8:02
55
4
Christophe ROCCHIA
#1262
2:22:05
+10:58
65
5
Xavier AMEY
#601
2:24:29
+13:22
76
6
Cyrille SCHWELLNUS
#56
2:27:01
+15:54
94
7
Frederic FAUCON
#772
2:27:02
+15:55
95
8
Lionel ZARRO
#1581
2:31:59
+20:52
133
9
Jordi VIDAL MONCUNILL
#518
2:33:00
+21:53
140
10
Christoph GUENTHER
#433
2:37:25
+26:18
178
11
Peter TOMANY
#756
2:39:41
+28:34
206
12
Jerome LE BITTER
#63
2:40:12
+29:05
212
13
David COGNARD
#895
2:41:33
+30:26
233
14
Michael KLEWER
#848
2:44:00
+32:53
262
15
Vincent TOURLONIAS
#414
2:44:16
+33:09
265
16
David GRANDJEAN
#282
2:46:00
+34:53
287
17
Jean-Baptiste LANDRU
#474
2:46:50
+35:43
297
18
Cyrille TUFFIN
#64
2:48:10
+37:03
310
19
Stéphane GARNIER
#1567
2:49:07
+38:00
331
20
Nicolas DARRET
#1440
2:49:33
+38:26
337
21
Morad DEHDOUH
#494
2:49:41
+38:34
340
22
Nicolas CORNILLE
#1031
2:52:19
+41:12
374
23
Jean ADANT
#195
2:52:40
+41:33
381
24
Hugues PEYRET
#893
2:52:44
+41:37
383
25
Laurent REAL
#579
2:52:52
+41:45
388
26
Jean-Charles FOURNIER
#379
2:52:59
+41:52
390
27
Julien QUANTIN
#1469
2:53:12
+42:05
394
28
Eduardo CASTILLO
#520
2:53:24
+42:17
397
29
Xavier AUBOUY
#1431
2:54:45
+43:38
412
30
Cyril BONTE
#45
2:57:50
+46:43
461
31
Kim LORENZEN
#1153
2:59:53
+48:46
496
32
Cyrille AMELINEAU
#1050
3:01:01
+49:54
507
33
Ronald SCHOTMAN
#1112
3:01:35
+50:28
515
34
Constantin MELINTE
#1020
3:01:47
+50:40
522
35
Jérôme DUMONTEL
#1359
3:02:30
+51:23
534
36
Cédric FLASSE
#284
3:03:48
+52:41
551
37
Spencer HOLMES
#679
3:04:45
+53:38
568
38
Nat HADEN
#700
3:05:00
+53:53
576
39
Nicolas BOUDET
#1599
3:05:42
+54:35
595
40
Benoit CHEVILLEY
#157
3:06:53
+55:46
619
41
Nicolas VERMOREL
#1642
3:07:35
+56:28
631
42
Christophe RIU
#315
3:08:28
+57:21
650
43
Xavier LUGUE
#618
3:08:53
+57:46
664
44
Yoan BAIZET
#823
3:09:35
+58:28
676
45
Emmanuel DOCHE
#1065
3:11:25
+1h00
704
46
Mickaël MUNIER
#1352
3:12:14
+1h01
720
47
Kevin GIRARD
#824
3:13:45
+1h02
746
48
Sébastien COLIN
#1645
3:14:20
+1h03
753
49
Christophe DE CHEZELLES
#503
3:15:45
+1h04
781
50
Bernard CHRISTOPHE
#1036
3:16:16
+1h05
789
51
Sebastian MULLER
#844
3:16:46
+1h05
799
52
Olivier ROUX
#453
3:17:05
+1h05
803
53
Fernandez Montilla JOSE ANGEL
#538
3:18:10
+1h07
833
54
Sébastien LEMAIRE
#917
3:18:19
+1h07
836
55
Alexandre JACQUESSON
#149
3:19:13
+1h08
854
56
Vincent PAULET
#889
3:19:18
+1h08
855
57
Gilles VITALE
#493
3:19:44
+1h08
868
58
Didier STOECKLI
#1002
3:20:03
+1h08
871
59
Jean-Philippe CARON
#886
3:20:27
+1h09
875
60
Thomas DELPLANQUE
#1409
3:20:31
+1h09
876
61
Arnaud GUILLAND
#491
3:20:50
+1h09
881
62
Aymeric BRASSEUR
#70
3:21:16
+1h10
892
63
Christophe JOTTARD
#222
3:22:27
+1h11
907
64
Franck MOISY
#1542
3:22:43
+1h11
912
65
Laurent MOREL
#1379
3:22:58
+1h11
915
66
Mikaël GALLAND
#627
3:23:59
+1h12
929
67
Christophe TINEL
#766
3:25:16
+1h14
952
68
Justin DERBYHIRE
#588
3:26:34
+1h15
972
69
Ian SATCHWELL
#680
3:26:51
+1h15
978
70
Johnny JAVELLE
#1045
3:27:14
+1h16
982
71
Danilo PULIATTI
#974
3:27:23
+1h16
985
72
Alberto GUZMAN
#548
3:31:27
+1h20
1031
73
Antoine DESJOBERT
#1631
3:35:04
+1h23
1072
74
Yann STREBEL
#944
3:35:40
+1h24
1078
75
Arnaud LEROY
#1039
3:38:37
+1h27
1115
76
Gilberto TOME DIAS
#1019
3:39:13
+1h28
1117
77
Jean-Cyril BOURRE
#958
3:39:23
+1h28
1120
78
Guillaume CARBONELL
#1493
3:41:01
+1h29
1138
79
Nicola GRIGOLI
#980
3:42:41
+1h31
1157
80
Floris MOERMAN
#272
3:42:56
+1h31
1163
81
Stéphane PENOT
#91
3:43:43
+1h32
1171
82
Camille ANDRE
#1044
3:48:56
+1h37
1212
83
Kalaichelvan KANDHASAMY
#660
3:50:18
+1h39
1222
84
Eddy CHEMET
#1283
3:50:24
+1h39
1223
85
Hervé FIEVET
#619
3:53:05
+1h41
1248
86
Robert JANSEN
#1128
3:55:33
+1h44
1264
87
Julien HUET
#629
3:57:43
+1h46
1278
88
Sebastien DABSALMONT
#58
3:58:34
+1h47
1285
89
Nicolas VIAL
#1323
4:00:26
+1h49
1297
90
Gaëtan DEFRANCE
#1092
4:00:48
+1h49
1298
91
Dominique PERRIN
#429
4:03:17
+1h52
1310
92
Philippe SOULIER
#1571
4:08:23
+1h57
1330
93
Gérald PECHEU
#88
4:10:00
+1h58
1335
94
Alex JUSTYNOWICZ
#860
4:14:12
+2h03
1349
95
Luc VEYSSIERE
#148
4:16:05
+2h04
1355