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
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Categories
Clubs
Triathlon M
M50-54
Men 50–54 · 103 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
Olivier MARCEAU
#255
2:05:19
—
19
🥈
Ramon SANZ
#543
2:26:27
+21:08
88
🥉
Patrice BEYNEL
#417
2:31:12
+25:53
124
4
Christophe MESTRE
#1184
2:34:30
+29:11
150
5
Lars HANSEN
#1152
2:36:34
+31:15
171
6
Jean-Francois TEIXIDO
#1088
2:37:39
+32:20
181
7
Mikel INSAUSTI LASA
#540
2:40:14
+34:55
213
8
Uwe DALICHOW
#843
2:41:59
+36:40
237
9
Cyrille BESCHE
#581
2:42:05
+36:46
239
10
Yann EMARD
#323
2:42:09
+36:50
240
11
Cédric MINOUX
#630
2:42:26
+37:07
245
12
Kristof VAN DE KEERE
#217
2:43:35
+38:16
257
13
Matteo PARISI
#973
2:43:52
+38:33
261
14
Bruno GUYOMARD
#141
2:44:52
+39:33
270
15
Philippe ROCHA
#1175
2:46:33
+41:14
295
16
Thierry RASSART
#285
2:49:06
+43:47
330
17
Jean-Marie GAUDICHAU
#123
2:50:47
+45:28
359
18
Aimé CARON
#1183
2:52:57
+47:38
389
19
Philippe TROUSSEY
#582
2:55:31
+50:12
422
20
Olivier RIDEZ
#1275
2:55:47
+50:28
425
21
Christophe BOUKHALFI
#1074
2:55:55
+50:36
429
22
Cyril SACCHI
#1206
2:56:14
+50:55
438
23
Pascal FAIVRE
#590
2:57:28
+52:09
451
24
Gilles ROBIC
#326
2:57:46
+52:27
460
25
Laurent LUANG APHAY
#1553
2:58:57
+53:38
485
26
Edouard KLEIN
#1578
2:59:30
+54:11
490
27
Ricardo Jesus JIMENEZ RUIZ
#511
3:01:31
+56:12
513
28
Frédéric PERE
#1310
3:01:33
+56:14
514
29
Tony CASIMIRIUS
#564
3:01:55
+56:36
525
30
Pascal GUYOMARD
#1217
3:03:13
+57:54
545
31
David HAUMONT
#382
3:05:01
+59:42
577
32
Sébastien L'AOT
#815
3:06:12
+1h00
601
33
Jean-Philippe BUIRON
#78
3:06:49
+1h01
618
34
Stéphane JOUBERT
#89
3:09:38
+1h04
677
35
Arnaud FAUCHILLE
#1200
3:09:59
+1h04
682
36
David JOLLY
#791
3:10:05
+1h04
685
37
Jerome CORNEBOIS
#1285
3:10:13
+1h04
687
38
Damien MANGEZ
#880
3:10:57
+1h05
697
39
Germain SANDON
#1495
3:11:27
+1h06
706
40
Pierre LABONNETTE
#358
3:12:43
+1h07
728
41
Cyrille GAUTHEROT
#883
3:13:13
+1h07
736
42
Ian LAIRD
#688
3:14:46
+1h09
761
43
Vincent COUROUVE
#1198
3:15:07
+1h09
766
44
Eric CHAGOT
#1199
3:15:17
+1h09
772
45
Jason DUST
#742
3:16:24
+1h11
792
46
Manu REY
#310
3:17:06
+1h11
804
47
Thierry JOBLOT
#1360
3:17:35
+1h12
817
48
Yann GOURET
#1490
3:17:47
+1h12
822
49
Olivier RENARD
#1029
3:18:00
+1h12
827
50
Nicolas LANGLOIS
#802
3:18:06
+1h12
831
51
Laurent XYPOLITAS
#1191
3:18:34
+1h13
841
52
Pierre-Antoine CLANET
#98
3:18:47
+1h13
845
53
Benjamin CALLENS
#1418
3:19:03
+1h13
849
54
Guy FOURE
#62
3:21:01
+1h15
889
55
Stéphane SIMON
#1290
3:21:57
+1h16
899
56
Eddy KUIJER
#1098
3:22:11
+1h16
902
57
Rossi RICCARDO
#981
3:22:36
+1h17
910
58
Philippe HEMARD
#898
3:23:14
+1h17
918
59
Angus KABERRY
#689
3:23:51
+1h18
927
60
Grégory SWAT
#1451
3:25:09
+1h19
951
61
Patrick DOUCEY
#884
3:25:30
+1h20
954
62
Nicolas MALGONTIER
#794
3:25:38
+1h20
955
63
Vincent SUBTIL
#1015
3:25:52
+1h20
958
64
Marc ALENGRY
#69
3:26:18
+1h20
965
65
Philippe KOECHLIN
#1204
3:28:30
+1h23
1000
66
Franck DEMARET
#1528
3:28:44
+1h23
1003
67
Olivier BOBO
#1516
3:28:52
+1h23
1006
68
Claude CARRION
#951
3:29:27
+1h24
1012
69
Alessandro BOSSO
#992
3:29:37
+1h24
1016
70
Mickael GOURET
#1033
3:29:40
+1h24
1017
71
Jean-Marie BOURGUIGNON
#1168
3:29:45
+1h24
1018
72
Emmanuel MONCOMBLE
#1018
3:30:14
+1h24
1023
73
Joe GOODWIN
#666
3:30:51
+1h25
1026
74
Arnold MERLIN
#964
3:32:05
+1h26
1044
75
Christophe BONNICHON
#799
3:37:25
+1h32
1098
76
Mathieu REMY
#1071
3:37:58
+1h32
1105
77
Patrick ROUAIX
#1245
3:38:01
+1h32
1106
78
Cyril CALATRAVA
#1016
3:39:13
+1h33
1118
79
Juanvi RIVERA MARTIN-ANDINO
#517
3:40:44
+1h35
1136
80
Aitor LOPEZ DE SUSO
#528
3:41:34
+1h36
1142
81
Pablo CONTRERAS
#546
3:43:18
+1h37
1167
82
Nicolas ROY
#1407
3:46:50
+1h41
1192
83
Pierre Yves FOURNET
#161
3:50:05
+1h44
1221
84
Jean JAUBERT DE BEAUJEU
#1049
3:51:23
+1h46
1231
85
Nathan CUMMINS
#685
3:51:50
+1h46
1239
86
Vincent RENAUDIE
#428
3:52:14
+1h46
1243
87
Mario NOACK
#871
3:53:37
+1h48
1253
88
Patrice ORSONI
#426
3:54:46
+1h49
1254
89
Lenard ONDERWATER
#1123
3:55:01
+1h49
1258
90
Toby GRIFFITHS
#718
3:55:22
+1h50
1262
91
Grigory MEDINA
#1417
3:56:28
+1h51
1268
92
Marc KLEIN
#852
3:58:45
+1h53
1289
93
Jérôme BRUNO
#1510
3:59:55
+1h54
1293
94
Amato FLAVIO
#979
4:01:10
+1h55
1299
95
Wilfrid DUNEAU
#612
4:01:39
+1h56
1302
96
Christophe HANQUART
#371
4:02:40
+1h57
1307
97
Allan SORENSEN
#1154
4:05:37
+2h00
1319
98
Christian BOS
#966
4:08:32
+2h03
1331
99
Timo NOLTE
#839
4:14:12
+2h08
1350
100
Patrick MAHE
#1591
4:20:43
+2h15
1368
101
Jean-Christophe VIGREUX
#952
4:25:03
+2h19
1378
102
Nicolas STUBERT
#346
4:25:39
+2h20
1379
103
Laurent GRAS
#1365
4:32:56
+2h27
1391