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
Overview
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Target time
First names
Swim
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Run
Categories
Clubs
Triathlon M
M50-54
Men 50–54 · 58 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
Gustav BINER
#290
2:23:48
—
142
🥈
Hugo ECIJA
#957
2:24:32
+44s
148
🥉
Jean-Francois TEIXIDO
#616
2:31:09
+7:21
201
4
Yannick MASSET
#863
2:33:25
+9:37
225
5
Cyrille BESCHE
#89
2:34:53
+11:05
241
6
Laurent NOEL
#896
2:37:18
+13:30
270
7
Damien LEBAS
#879
2:42:04
+18:16
343
8
Benjamin LAUDE
#946
2:42:22
+18:34
348
9
Michael ARNDT
#204
2:43:16
+19:28
365
10
Philippe TROUSSEY
#86
2:43:24
+19:36
370
11
Hervé LHUILLIER
#355
2:44:47
+20:59
388
12
Christophe BOUKHALFI
#1313
2:47:48
+24:00
423
13
Hervé BRESSAND
#1067
2:48:01
+24:13
424
14
Denis RONDEAU
#337
2:49:15
+25:27
438
15
David HAUMONT
#1332
2:49:19
+25:31
439
16
André CHARRE
#6
2:49:37
+25:49
445
17
Djamel DEGHAL
#195
2:49:53
+26:05
452
18
Jean Claude HYPOLITE
#124
2:50:26
+26:38
463
19
Franck GOIGOUX
#157
2:50:42
+26:54
468
20
Philippe FAIVRE
#1356
2:52:41
+28:53
502
21
Bruno FERNEY
#428
2:54:54
+31:06
535
22
Massimiliano LO RE
#926
2:55:41
+31:53
550
23
Christophe LE COURTOIS
#1035
2:56:33
+32:45
563
24
Stéphane GENIN
#454
2:59:19
+35:31
605
25
Olivier RENARD
#1079
3:00:45
+36:57
627
26
Lionel MORLOT
#625
3:05:02
+41:14
689
27
Stéphane DUVAL
#319
3:05:07
+41:19
690
28
Rachel COUDURIER-CURVEUR
#1464
3:05:24
+41:36
693
29
Robin SCHELLIUS
#240
3:06:04
+42:16
706
30
Daren BENNETT
#1554
3:07:18
+43:30
729
31
Yann CHAUCHEPRAT
#1183
3:07:33
+43:45
731
32
Graham BELL
#591
3:08:08
+44:20
741
33
Justin SCOTT
#485
3:08:23
+44:35
747
34
Vincent COUROUVE
#797
3:08:45
+44:57
753
35
Christophe BONNICHON
#1023
3:10:02
+46:14
766
36
Yannick LEVILLAIN
#1215
3:14:37
+50:49
823
37
Laurent BILLARD
#1049
3:14:50
+51:02
827
38
Julien JEUNET
#51
3:15:10
+51:22
836
39
Philippe KOECHLIN
#802
3:15:28
+51:40
839
40
Hervé GUINARD
#652
3:18:44
+54:56
870
41
Edward CHADWICK
#452
3:21:10
+57:22
900
42
Thierry TRUCHE
#143
3:23:45
+59:57
923
43
Christophe ROBERT
#58
3:24:34
+1h00
933
44
Pablo CONTRERAS
#993
3:24:43
+1h00
934
45
Dennis SCHRAPFF
#1469
3:25:28
+1h01
943
46
Alain LOUAZEL
#425
3:26:25
+1h02
953
47
Mendoza Bravo JUAN MANUEL
#942
3:33:16
+1h09
1017
48
Guillaume REGNIER
#1265
3:35:04
+1h11
1033
49
Rodney DRAKE
#1545
3:35:13
+1h11
1034
50
Franck ROUSSEAU
#650
3:37:05
+1h13
1052
51
Christophe HANQUART
#345
3:39:43
+1h15
1070
52
Mark BRAMALL
#491
3:47:02
+1h23
1124
53
Jérôme BRUNO
#1470
3:48:46
+1h24
1128
54
Gerry HEANEY
#599
4:00:18
+1h36
1164
55
Orlando LE BAULT
#595
4:01:39
+1h37
1165
56
Jean-Christophe BARREAUD
#1337
4:02:12
+1h38
1167
57
César GILABERT
#956
4:04:16
+1h40
1171
58
Stephane ZEBRUCKI
#403
4:40:01
+2h16
1217