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
rss.xml
sitemap.xml
robots.txt
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Run
Categories
Clubs
Triathlon M
M50-54
Men 50–54 · 112 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
Olivier MARCEAU
#1371
2:10:58
—
23
🥈
Guillaume LECOQ
#608
2:29:32
+18:34
85
🥉
Alexandre BROGLIO
#1377
2:29:52
+18:54
88
4
Luca MICHELON
#1701
2:35:39
+24:41
122
5
David LEFEBVRE
#419
2:39:52
+28:54
164
6
Olivier BAILLET
#519
2:40:06
+29:08
169
7
Matteo Edoardo PARISI
#1694
2:40:18
+29:20
175
8
Guillaume CHAPEY
#1352
2:40:42
+29:44
179
9
Laurent DUMOULIN
#114
2:41:39
+30:41
194
10
Jean-François TEIXIDO
#959
2:43:11
+32:13
210
11
Christophe MESTRE
#1312
2:43:45
+32:47
218
12
Pierre MOULIERAC
#1354
2:45:14
+34:16
230
13
Raynard TISSINK
#821
2:50:42
+39:44
284
14
David BLANC
#542
2:50:42
+39:44
285
15
Frédérik DELAYE
#426
2:52:16
+41:18
308
16
Cédric RONGER
#1143
2:53:52
+42:54
329
17
Nicolas DARRET
#1000
2:54:56
+43:58
345
18
Richard GREATBATCH
#736
2:55:18
+44:20
355
19
Lemlih OUCHCHANE
#529
2:55:24
+44:26
356
20
Davy DEMARAIS
#577
2:57:27
+46:29
375
21
Sébastien GONGORA
#546
2:58:28
+47:30
384
22
Lemma ANDREA
#1699
2:59:40
+48:42
394
23
Federico CAPPELLI
#1719
2:59:55
+48:57
399
24
Philippe TROUSSEY
#1762
3:00:18
+49:20
407
25
Claudio DE MARCHI
#1687
3:01:48
+50:50
428
26
Benoit CHEVILLEY
#1340
3:02:08
+51:10
431
27
Jean-Michel MOURIER
#617
3:02:18
+51:20
434
28
Frédéric BALANCA
#162
3:02:36
+51:38
439
29
Frederic SANS
#228
3:03:12
+52:14
447
30
Andreas BIDLINGMAIER
#1274
3:04:22
+53:24
467
31
Dave COLLINS
#767
3:06:23
+55:25
499
32
Manu HERNAEZ MURILLO
#1625
3:07:24
+56:26
514
33
Romain ALLAIN-LAUNAY
#425
3:07:50
+56:52
522
34
Christian HARTZ
#1279
3:08:47
+57:49
536
35
Xavier BLOEM
#125
3:10:00
+59:02
563
36
Tolga ALPAGOT
#1600
3:10:29
+59:31
571
37
Laurent GLETTY
#541
3:10:49
+59:51
577
38
Thierry LAMOUILLE
#1368
3:12:42
+1h01
607
39
Fabrice CONTANT
#215
3:13:04
+1h02
615
40
Machiel VAN ZUTPHEN
#1174
3:13:59
+1h03
627
41
Jean-Philippe LAPENDRY
#259
3:15:08
+1h04
645
42
Andrea MUGNAINI
#1718
3:15:30
+1h04
654
43
Alec SHAKESHAFT
#1231
3:16:30
+1h05
671
44
Jérôme HODIN
#902
3:16:41
+1h05
677
45
Jean-Philippe BUIRON
#1351
3:17:00
+1h06
683
46
Jorge FERNANDEZ
#1678
3:19:13
+1h08
712
47
Sylvain PAILLARD
#1020
3:19:35
+1h08
717
48
Yann PASCO
#1548
3:21:37
+1h10
739
49
Philippe GOUTVERG
#1342
3:22:58
+1h12
763
50
Enrique ARMENTIA VELAR
#1633
3:23:44
+1h12
781
51
Laurent MONCLIN
#186
3:24:11
+1h13
785
52
James BARNARD
#792
3:24:26
+1h13
789
53
Didier STOECKLI
#1237
3:24:50
+1h13
793
54
Olivier HAMELIN
#988
3:25:02
+1h14
796
55
Cordara SANDRO
#1706
3:26:18
+1h15
819
56
Juan ANEL
#1667
3:28:22
+1h17
846
57
Arnaud GUILLAND
#682
3:28:38
+1h17
849
58
Nicolas PLANES
#1537
3:28:49
+1h17
851
59
Geoffrey GOW
#860
3:29:46
+1h18
862
60
Yannick GELDREICH
#1523
3:30:06
+1h19
866
61
Herman VAN DEN BROECK
#279
3:30:29
+1h19
869
62
Fabrice BIERNAUX
#365
3:31:20
+1h20
881
63
Christophe BONNICHON
#173
3:31:21
+1h20
882
64
Laurent THOMAS
#1392
3:32:33
+1h21
898
65
Pierre-Olivier MEGRET
#570
3:32:48
+1h21
902
66
Yannick HENRY
#1360
3:34:10
+1h23
919
67
Jérôme PROTON
#879
3:34:44
+1h23
932
68
Giuseppe CARBONE
#1714
3:35:04
+1h24
940
69
Mike WATTS
#760
3:36:09
+1h25
953
70
Jose ALAMO CASTILLA
#1622
3:36:16
+1h25
958
71
Franck PESCHIER
#157
3:36:43
+1h25
965
72
Philippe SIMON
#974
3:37:15
+1h26
974
73
Alan CUNNINGHAM
#744
3:38:31
+1h27
988
74
Geoffroy VAUTHIER
#204
3:39:49
+1h28
1004
75
Pierre-Antoine CLANET
#1131
3:42:39
+1h31
1036
76
Thomas BOUVET
#1148
3:44:15
+1h33
1049
77
Nicolas ROY
#1092
3:44:31
+1h33
1054
78
Emmanuel LECLERCQ
#888
3:44:54
+1h33
1063
79
Daniele COSTANTINI
#1725
3:45:59
+1h35
1075
80
Olivier BILDSTEIN
#1033
3:48:53
+1h37
1112
81
Christopher EADES
#833
3:50:20
+1h39
1128
82
Danilo PULIATTI
#1693
3:50:29
+1h39
1131
83
Olivier NICOLAS
#675
3:53:23
+1h42
1158
84
Toby GRIFFITHS
#775
3:53:36
+1h42
1161
85
Matt PARKES
#769
3:54:40
+1h43
1171
86
Col RHODES
#755
3:55:29
+1h44
1184
87
Volker RICHTER
#1284
3:56:02
+1h45
1193
88
Julien TOURY
#1159
3:56:56
+1h45
1199
89
Alexis VERNIER
#151
3:57:59
+1h47
1214
90
Ronan LE DOUSSAL
#496
3:58:28
+1h47
1220
91
Ron SEGUIN
#864
4:01:31
+1h50
1250
92
Jamie MCBRIDE
#869
4:01:41
+1h50
1251
93
Gaetan DEFRANCE
#1531
4:01:57
+1h50
1256
94
Justin CONATY
#807
4:04:04
+1h53
1271
95
Stéphane BELVALETTE
#86
4:04:06
+1h53
1272
96
Mark WITHINGTON
#745
4:05:43
+1h54
1286
97
Patrice GODIOT
#1064
4:05:43
+1h54
1287
98
Dominique PERRIN
#549
4:07:08
+1h56
1300
99
Hubert DEMARQUETTE
#1061
4:13:52
+2h02
1334
100
Loic SIMON
#248
4:16:43
+2h05
1345
101
Laurent LIAIGRE
#895
4:17:03
+2h06
1347
102
Julien JEUNET
#417
4:21:38
+2h10
1369
103
David CORDNER
#791
4:23:22
+2h12
1380
104
Frédéric DUCLOS
#579
4:30:43
+2h19
1411
105
Jean-Christophe VIGREUX
#956
4:32:18
+2h21
1415
106
Philippe KROMER
#1471
4:32:58
+2h22
1416
107
Matthieu RIOLFO
#976
4:33:39
+2h22
1418
108
Jean-Francois PISETTA
#282
4:39:23
+2h28
1428
109
Jean François MALDERA
#439
4:39:57
+2h28
1431
110
Fabien PALMIER
#1147
4:44:43
+2h33
1450
111
Antonio RODONTINI
#1700
4:52:55
+2h41
1465
112
Sylvain MATHEY
#1459
4:59:34
+2h48
1477