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
rss.xml
sitemap.xml
robots.txt
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Run
Categories
Clubs
Triathlon M
M40-44
Men 40–44 · 110 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
Sébastien LAURIER
#1511
2:08:28
—
20
🥈
Sébastien COUPRIE
#208
2:21:38
+13:10
66
🥉
Fernando GARCIA IGLESIAS
#519
2:22:09
+13:41
71
4
Esteban Muñoz FERNANDO
#510
2:22:35
+14:07
74
5
Matthieu GUILLOU
#1503
2:25:27
+16:59
96
6
Julien GATINET
#1305
2:26:38
+18:10
103
7
Oscar Luis ROMERO TELLEZ
#520
2:31:24
+22:56
138
8
Medina Ruiz ANGEL LUIS
#500
2:35:27
+26:59
168
9
Manzotti ANDREA
#1671
2:37:35
+29:07
183
10
Guillaume PENNEQUIN
#200
2:39:12
+30:44
195
11
Eric SCHAEFER
#365
2:42:26
+33:58
221
12
Felix GABRIEL
#483
2:42:43
+34:15
224
13
Julien BESVILLE
#57
2:42:55
+34:27
226
14
Thibaut DEVENDEVILLE
#1275
2:46:38
+38:10
262
15
Frédéric LE QUÉMÉNER
#1561
2:48:42
+40:14
285
16
Alexandre AGORASTOS
#317
2:50:34
+42:06
316
17
Walid SASSI
#1277
2:51:09
+42:41
318
18
Matthieu HERVÉ
#1265
2:51:59
+43:31
329
19
Emilien DURIF
#465
2:52:02
+43:34
330
20
Gaël LANCERON
#1284
2:52:29
+44:01
337
21
Guillaume GULLI
#1308
2:53:51
+45:23
353
22
Julien MASCARELL
#1597
2:53:56
+45:28
354
23
Jan Hendrik BURDINSKI
#447
2:54:00
+45:32
355
24
Peter LOVELL
#766
2:55:51
+47:23
387
25
Cedric THOMAS
#636
2:55:53
+47:25
389
26
Grégory CLOSE
#1427
2:56:24
+47:56
394
27
Romain LEUBA
#138
2:56:43
+48:15
400
28
Benoit BERAC
#360
3:00:27
+51:59
450
29
Vincent FABIE
#1299
3:00:49
+52:21
456
30
Orfeo ANNUNZI
#1657
3:00:52
+52:24
458
31
Nicolas HAZARD
#397
3:01:31
+53:03
469
32
Mathieu VAN LIEFDE
#97
3:01:47
+53:19
473
33
François ARNAUD
#1283
3:01:51
+53:23
474
34
Maxime LACHAPELLE
#1297
3:01:58
+53:30
476
35
Laurent BERTHE
#1622
3:02:39
+54:11
484
36
Marc HERVE
#1264
3:02:58
+54:30
493
37
Julien POLITI
#1268
3:04:39
+56:11
528
38
Willy TEDESCHI
#1282
3:04:39
+56:11
529
39
Olivier FORET
#1288
3:05:38
+57:10
552
40
Charlie WEISS
#1624
3:07:07
+58:39
570
41
Thomas BOLOGNESI
#1285
3:07:08
+58:40
572
42
Geoffroy VILLE
#1318
3:07:48
+59:20
581
43
Gerome LABROCHE
#1292
3:08:14
+59:46
595
44
Jean-Baptiste CLERGÉ
#1289
3:08:15
+59:47
596
45
Benjamin REILLES
#1262
3:08:40
+1h00
606
46
Alexis ROUSSELIN
#106
3:09:06
+1h00
613
47
Bastien PROUVOST
#1300
3:10:11
+1h01
631
48
Gilles GIORDANENGO
#131
3:10:59
+1h02
651
49
Benjamin GEORGES
#361
3:11:00
+1h02
653
50
David FAUVEL
#240
3:11:10
+1h02
658
51
Vincent DENIS
#1244
3:13:08
+1h04
694
52
Aleksei SELEZNEV
#839
3:15:30
+1h07
740
53
Loïc MAHOT
#1319
3:16:01
+1h07
750
54
Jonathan SHEPHERD
#756
3:17:41
+1h09
786
55
Marceau CORNU
#1301
3:18:03
+1h09
792
56
Ludovic CASANOVA
#1267
3:18:31
+1h10
805
57
Jonathan VIVIAN
#1272
3:18:48
+1h10
809
58
Christian SCHULTZ
#665
3:19:40
+1h11
824
59
Benoit HENAUD
#1266
3:20:36
+1h12
835
60
Pascal BOULEY
#217
3:20:40
+1h12
836
61
Tim LEEUWEN
#1699
3:20:47
+1h12
840
62
Stephen GANDRILLE
#156
3:23:29
+1h15
872
63
Benjamin DEZ
#1310
3:23:33
+1h15
875
64
Joel LUMIERE
#39
3:23:35
+1h15
876
65
Bertrand PEARON
#634
3:23:52
+1h15
881
66
Vincent AVIAS
#1312
3:24:48
+1h16
896
67
Stefaan DEFEVER
#309
3:26:01
+1h17
929
68
Theo BOSMA
#1778
3:26:41
+1h18
943
69
Mathieu LANCERON
#1263
3:26:50
+1h18
946
70
Jean-Charles GONDRY
#1499
3:28:10
+1h19
964
71
Yannick POPULUS
#1274
3:28:41
+1h20
971
72
Pascal GUERIN DU MASGENET
#289
3:31:25
+1h22
1014
73
Brice MONIER
#652
3:32:06
+1h23
1024
74
Clément VILLARD
#1482
3:32:21
+1h23
1026
75
Anthony LAURENT
#1474
3:35:17
+1h26
1061
76
Baptiste TRIPARD
#1309
3:35:58
+1h27
1067
77
Robert ETZDORF
#451
3:40:26
+1h31
1118
78
Sebastian CHRZAN
#446
3:40:36
+1h32
1121
79
Mert ASKIN
#1752
3:40:42
+1h32
1123
80
François LOURDAIS
#174
3:42:32
+1h34
1148
81
Stuart SHEVLIN
#761
3:44:19
+1h35
1166
82
Daniel JUGAN
#450
3:45:04
+1h36
1177
83
Jérôme DECHESNE
#343
3:48:16
+1h39
1207
84
Xavier MURA
#1273
3:49:27
+1h40
1219
85
Ghislain PETITPAS
#79
3:49:41
+1h41
1220
86
Qiaozhi YANG
#414
3:49:41
+1h41
1221
87
François DELMARRE
#1519
3:50:57
+1h42
1235
88
Daniel COLAS
#1293
3:51:11
+1h42
1238
89
Daniel BROWN
#764
3:52:05
+1h43
1248
90
Simon KING
#759
3:52:07
+1h43
1249
91
Eric GAIGÉ
#1313
3:54:27
+1h45
1269
92
Stephen KING
#760
3:54:41
+1h46
1272
93
Olivier BANOS
#1280
3:56:11
+1h47
1281
94
Kaan OLCAYTO
#1753
3:59:53
+1h51
1316
95
Bilel NEFZI
#1307
4:00:42
+1h52
1323
96
Nicolas LEBRET
#1303
4:00:47
+1h52
1324
97
Ludovic RUBY
#1322
4:02:31
+1h54
1335
98
Sascha GERRITS
#443
4:03:57
+1h55
1352
99
Florian GALLO
#1317
4:04:50
+1h56
1358
100
Gael WEIDMANN
#1287
4:13:10
+2h04
1410
101
Patrick JÄNICKE
#445
4:15:35
+2h07
1427
102
Julien GROSSE
#1311
4:15:46
+2h07
1428
103
Louis RATAJCZAK
#1291
4:17:22
+2h08
1435
104
Gracia CHEMA
#497
4:17:54
+2h09
1437
105
Guillaume GRENET
#1296
4:18:26
+2h09
1440
106
Craig WARNER
#762
4:24:47
+2h16
1460
107
Mantas PRIKOCKAS
#1672
4:27:27
+2h18
1473
108
Alex GILLOTT
#855
4:34:52
+2h26
1491
109
Adrien RIBETTE
#1281
4:46:59
+2h38
1515
110
Tim GEBHARD
#758
5:03:33
+2h55
1534