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
M45-49
Men 45–49 · 111 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
David BONNAL
#498
2:14:04
—
29
🥈
Roméo BROUTE
#892
2:25:05
+11:01
58
🥉
Abel ALMODOVAR MORALES
#1643
2:27:07
+13:03
66
4
Sebastien CHATELUS
#968
2:33:08
+19:04
104
5
Nick BARRATT
#751
2:33:26
+19:22
106
6
Cyrille SCHWELLNUS
#1329
2:35:03
+20:59
116
7
Fernando INURRIETA LEAL
#1630
2:35:50
+21:46
126
8
Alexandre VELUT
#1474
2:36:14
+22:10
130
9
Xavier JOLY
#565
2:38:31
+24:27
152
10
Mathieu CHEVREUIL
#1752
2:40:06
+26:02
168
11
Bonifacino MATTEO
#1702
2:40:17
+26:13
173
12
Pierre DANS
#275
2:40:52
+26:48
183
13
Chistophe FALON
#726
2:41:15
+27:11
189
14
Alexandre CHAVET
#1355
2:41:55
+27:51
198
15
Sébastien DAVID
#643
2:46:35
+32:31
244
16
Jean-Baptiste LANDRU
#1753
2:49:51
+35:47
270
17
Chris GRAY
#747
2:50:14
+36:10
278
18
Vincent JOLY
#583
2:50:53
+36:49
287
19
Remi VILAPLANA
#1550
2:50:56
+36:52
289
20
Yann MOREAU
#148
2:50:57
+36:53
290
21
Dimitri BLOMME
#1560
2:52:08
+38:04
306
22
Yann COUDERT
#139
2:52:19
+38:15
309
23
Gabriel GONDARD
#954
2:54:51
+40:47
344
24
Fabrizio MEINA
#1696
2:54:58
+40:54
346
25
Gilles LETASSEY
#504
2:55:17
+41:13
354
26
Yohann FORTUNE
#581
2:56:33
+42:29
363
27
Samuel FERLICOT
#580
2:56:35
+42:31
364
28
Hugues PEYRET
#897
2:57:15
+43:11
370
29
Olivier FEBVRE
#166
2:58:41
+44:37
385
30
Alain BERARD
#540
2:59:01
+44:57
389
31
Stéphan MARTINEZ
#471
2:59:50
+45:46
397
32
Emmanuel PERNOUD
#1070
3:01:00
+46:56
415
33
Sylvain RICHARD
#904
3:01:22
+47:18
420
34
Boris DELAMARE
#1747
3:02:19
+48:15
435
35
Ludovic OLIVIER
#1065
3:03:25
+49:21
452
36
Luis Angel Flores LOPEZ
#845
3:04:45
+50:41
478
37
Kjell KOSTER
#1166
3:05:13
+51:09
484
38
Alois BLASCHKE
#1300
3:05:32
+51:28
492
39
Sergio LUQUE
#1638
3:07:03
+52:59
511
40
Gaël MACHARD
#1743
3:08:31
+54:27
531
41
Nicolas SPEECK
#1264
3:08:51
+54:47
538
42
Guillaume TEISSIER
#132
3:08:58
+54:54
540
43
Antony VOINCHET
#153
3:10:01
+55:57
564
44
Louis-Bertrand DUC
#1771
3:11:04
+57:00
583
45
Samuel LAUNAY
#1320
3:12:02
+57:58
598
46
Ludovic FERREIRA
#88
3:13:35
+59:31
622
47
Vivien CHARDON
#502
3:14:08
+1h00
628
48
Jérôme SENAC
#1383
3:15:21
+1h01
649
49
Oscar PASTOR
#1663
3:15:32
+1h01
655
50
Anthony THIEURY
#877
3:16:15
+1h02
663
51
Nicholas WARD
#715
3:16:18
+1h02
665
52
Phillip ROBBINS
#712
3:18:27
+1h04
703
53
Dario DE BARROS
#909
3:18:57
+1h04
708
54
Ludovic GRANGE
#1149
3:19:34
+1h05
716
55
Olivier GUILLOCHAIN
#1535
3:19:55
+1h05
719
56
Marc JULIA
#1586
3:21:09
+1h07
733
57
Sylvain GODET
#1751
3:21:43
+1h07
742
58
Arnaud LABARRE
#584
3:22:27
+1h08
757
59
Bauzin JEAN-GABRIEL
#250
3:22:49
+1h08
760
60
Michele SASSI
#1707
3:22:57
+1h08
762
61
Stéphane OMASSON
#614
3:25:33
+1h11
804
62
Rodolphe ROY
#116
3:25:56
+1h11
811
63
Marc NOGUE
#656
3:27:10
+1h13
825
64
Clifford HENAULT
#506
3:31:37
+1h17
886
65
Raphaël MIROUZE
#998
3:34:15
+1h20
921
66
Jonathan CHESNEAU
#308
3:34:40
+1h20
930
67
Gilles VITALE
#450
3:37:53
+1h23
984
68
Toky RAKOTOZAFY
#407
3:38:35
+1h24
991
69
Benoît SAINTELET
#288
3:39:04
+1h25
996
70
Clement DOMBRY
#475
3:40:11
+1h26
1009
71
Yann STREBEL
#1041
3:40:33
+1h26
1016
72
Oscar RUFETE
#1669
3:40:36
+1h26
1018
73
Valery MUNIER
#196
3:40:47
+1h26
1020
74
Sébastien RICHARD
#1057
3:42:05
+1h28
1034
75
Aitor SALAZAR VILLEGAS
#1662
3:42:12
+1h28
1035
76
Mickael JAMONT
#1745
3:44:30
+1h30
1053
77
Thomas LABOUHEURE
#80
3:44:41
+1h30
1060
78
Andrea DALLA PORTA
#1709
3:46:00
+1h31
1076
79
Fabrice CHABERT
#500
3:46:36
+1h32
1084
80
Damien COMBE
#991
3:46:48
+1h32
1088
81
Régis FLECHE
#484
3:47:46
+1h33
1099
82
Smith MATTHEW
#696
3:48:13
+1h34
1106
83
David BOITAUD
#1327
3:48:18
+1h34
1107
84
Glenn WARK
#841
3:50:02
+1h35
1124
85
Bertrand PINEAU
#1735
3:50:21
+1h36
1129
86
Olivier PAYELLE
#1490
3:50:30
+1h36
1132
87
Cyril COLLE
#474
3:51:16
+1h37
1140
88
Pádraig MC DERMOTT
#806
3:51:59
+1h37
1145
89
Gustavo GAYOU
#1672
3:54:39
+1h40
1170
90
Benjamin LATTE
#1557
3:57:09
+1h43
1203
91
Nicolas PERRIN
#1761
3:57:18
+1h43
1206
92
Frédéric RIVIERE
#1139
3:57:55
+1h43
1212
93
Michael TRIPIER
#1346
3:59:21
+1h45
1231
94
Benjamin NOEL
#1458
4:07:32
+1h53
1302
95
Aymeric FOUGY
#442
4:10:08
+1h56
1317
96
Benjamin SAJOUX
#650
4:16:14
+2h02
1341
97
Didier GROGNARD
#387
4:21:32
+2h07
1368
98
Hike LARSON
#835
4:24:41
+2h10
1385
99
Guillaume ETTINGER
#214
4:26:00
+2h11
1395
100
Nabil ZEDDAM
#1099
4:29:38
+2h15
1407
101
Arnaud MAUDET
#1023
4:36:31
+2h22
1423
102
Arnaud NAEL
#492
4:38:30
+2h24
1427
103
Jeremy BONNAFOUS
#1527
4:40:25
+2h26
1432
104
Laurent DE COSTER
#378
4:40:33
+2h26
1434
105
Christophe DE RAMMELAERE
#329
4:42:02
+2h27
1437
106
Michael GERARD
#313
4:42:31
+2h28
1441
107
Darragh LARKIN
#815
4:46:57
+2h32
1455
108
Luc VEYSSIERE
#1009
4:47:48
+2h33
1456
109
Fabien GREFFE
#319
4:59:23
+2h45
1476
110
Tsiferana Zo RAKOTOZAFY
#1125
5:03:18
+2h49
1485
111
Laurent SPRONCK
#397
5:14:55
+3h00
1499