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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First names
Swim
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Run
Categories
Clubs
Triathlon M
M50-54
Men 50–54 · 85 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
Cédric FLEURETON
#1809
2:00:47
—
7
🥈
Olivier MARCEAU
#1400
2:11:08
+10:21
28
🥉
Janda RICCI-MUNN
#1766
2:29:24
+28:37
126
4
Frederic LE GALL
#1599
2:33:56
+33:09
153
5
Hugues PEYRET
#1629
2:34:57
+34:10
161
6
Tobias BANKA
#482
2:38:42
+37:55
189
7
Stephane BONNET
#1501
2:42:27
+41:40
222
8
Hugo ECIJA
#506
2:44:31
+43:44
240
9
Michael LECUIVRE
#1810
2:44:49
+44:02
242
10
Frédéric PUAUX
#567
2:46:01
+45:14
256
11
Nicolas MARTIN
#1527
2:46:07
+45:20
258
12
Benoit CHEVILLEY
#720
2:47:23
+46:36
266
13
Benjamin BARDIAUX
#1376
2:48:08
+47:21
279
14
Frédéric SCHMIDT
#404
2:48:28
+47:41
281
15
Pierrick POIRIER
#1574
2:50:24
+49:37
313
16
Dean TAYLOR
#783
2:52:04
+51:17
331
17
Philippe TROUSSEY
#1600
2:52:33
+51:46
339
18
Alberto CALDERERO
#525
2:53:15
+52:28
347
19
Giuseppe CALVINI
#1650
2:56:44
+55:57
401
20
Guillaume BEURNAUX
#189
2:57:36
+56:49
410
21
Jean-Philippe BUIRON
#50
2:58:57
+58:10
432
22
Sergueï BRASSEL
#1394
2:59:00
+58:13
433
23
Frédéric BALANCA
#141
2:59:58
+59:11
446
24
Pierre-Antoine CLANET
#1389
3:02:18
+1h01
481
25
Richard INWOOD
#793
3:02:59
+1h02
495
26
Daniel FONSECA
#527
3:03:08
+1h02
497
27
Laurent LUANG APHAY
#1480
3:04:43
+1h03
530
28
Nicolas CHARRIAT
#119
3:06:17
+1h05
559
29
Robert CARTER
#778
3:07:26
+1h06
576
30
Esteban REQUENA CARRIÓN
#514
3:08:31
+1h07
602
31
Jerome LAINE
#1385
3:11:34
+1h10
668
32
Frederic CHAPELLE
#219
3:12:11
+1h11
678
33
Phillip ROBBINS
#794
3:12:24
+1h11
681
34
Alexandre JACQUESSON
#1395
3:15:11
+1h14
736
35
Olivier RENARD
#129
3:16:55
+1h16
765
36
Fabrizio SCARDINO
#405
3:17:10
+1h16
772
37
Thierry CLATOT
#233
3:17:29
+1h16
779
38
Volker RICHTER
#458
3:17:32
+1h16
783
39
Edwin VAN DE LAAR
#1726
3:19:15
+1h18
816
40
Arnaud GUILLAND
#1397
3:19:38
+1h18
823
41
Serge LASSUS
#215
3:20:05
+1h19
829
42
Borgo DIEGO
#1666
3:24:08
+1h23
884
43
Martin BLONDEAU
#1377
3:24:11
+1h23
886
44
Hervé PIN
#1383
3:25:53
+1h25
926
45
Sylvain DEROCH
#49
3:26:11
+1h25
933
46
Fernando SIU HUERTA
#534
3:26:35
+1h25
939
47
Emmanuel PRIEUR
#1404
3:27:03
+1h26
949
48
Nick COOK
#790
3:27:05
+1h26
951
49
Marco MULTARI
#1649
3:29:11
+1h28
976
50
Mario NOACK
#457
3:29:33
+1h28
982
51
Manoel RASCLE
#85
3:31:20
+1h30
1012
52
Matthew JOHNSTONE
#789
3:31:32
+1h30
1016
53
Florent ESCAFFRE
#95
3:32:56
+1h32
1031
54
Alessandro AGAZZI
#1669
3:33:50
+1h33
1048
55
Grigory MEDINA
#1390
3:35:21
+1h34
1062
56
Jonathan APPLEBY
#792
3:35:21
+1h34
1063
57
Juan Louis GARCIA DIEGO
#1225
3:36:40
+1h35
1076
58
Arnaud DELACOURT
#1396
3:40:04
+1h39
1109
59
Thomas BONDUELLE
#1391
3:42:40
+1h41
1150
60
Michael GANDY
#787
3:45:09
+1h44
1178
61
Roland TORMEY
#874
3:45:28
+1h44
1180
62
Jocelyn COURTOIS
#401
3:46:34
+1h45
1190
63
Sylvain CHIRAT
#1380
3:46:57
+1h46
1194
64
Martin TRÁVNÍK
#420
3:48:30
+1h47
1212
65
David BONJEAN
#293
3:50:50
+1h50
1233
66
Guillaume RETIF
#1392
3:51:08
+1h50
1237
67
Olivier NICOLAS
#1387
3:52:26
+1h51
1252
68
Eric GARDÈS
#1393
3:52:41
+1h51
1255
69
Darren LIDDELL
#847
3:57:11
+1h56
1290
70
Fabrice BIERNAUX
#295
3:57:35
+1h56
1291
71
Cedric LE GAL
#210
3:58:52
+1h58
1303
72
Peter TOWERS
#786
3:59:51
+1h59
1313
73
Mathieu VERNARDET
#1475
4:00:30
+1h59
1319
74
Dominique PERRIN
#1552
4:01:48
+2h01
1330
75
Vincent LEBOCQ
#1402
4:02:42
+2h01
1339
76
Pierre VANDERSTRAETEN
#318
4:03:45
+2h02
1350
77
Thomas DUTERAGE
#698
4:08:08
+2h07
1378
78
Mark RYAN
#843
4:11:13
+2h10
1401
79
Ryan WILLIAMS
#876
4:11:56
+2h11
1406
80
Nicolas POULARD
#1238
4:13:40
+2h12
1414
81
Simon SIMON
#238
4:32:46
+2h31
1484
82
Stephane AMBLARD
#1388
4:32:56
+2h32
1486
83
Shameer GOPAL
#825
4:33:26
+2h32
1487
84
Georgios SALMATAS
#861
4:36:16
+2h35
1499
85
Jean-François MALDERA
#1386
4:41:54
+2h41
1509