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
Overview
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Swim
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Run
Categories
Clubs
Triathlon M
F25-29
Women 25–29 · 77 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
Sandrine AMBLARD
#1314
2:31:10
—
96
🥈
Kimberlay DUQUENNOY
#277
2:37:07
+5:57
140
🥉
Inès MOMMEN
#302
2:37:13
+6:03
142
4
Kelly LIZON AU CIRE
#415
2:37:33
+6:23
144
5
Eva ESTLER
#1261
2:45:48
+14:38
235
6
Linda COLLET
#894
2:46:17
+15:07
239
7
Kristel IMBO
#300
2:47:39
+16:29
252
8
Aude FRITSCH
#1591
2:49:20
+18:10
266
9
Lotte LOTTE HAGEDOORN
#1184
2:51:55
+20:45
303
10
Alexia COLOMBIER
#459
2:52:07
+20:57
305
11
Laura ROLLAND
#75
2:56:27
+25:17
362
12
Vief BOIJENS
#1199
2:57:47
+26:37
377
13
Sophie BONTE
#63
2:59:11
+28:01
392
14
Ella VANPOUCKE
#384
2:59:39
+28:29
393
15
Anthonella ALARCON
#1614
3:01:44
+30:34
425
16
Juline CORNET-GOY
#1250
3:02:42
+31:32
440
17
Laura BILLEREY
#210
3:03:05
+31:55
445
18
Béatrice BEDARD
#858
3:04:26
+33:16
473
19
Tessa VERMEULEN
#1168
3:05:02
+33:52
482
20
Pauline GUERIN
#144
3:06:37
+35:27
503
21
Bleuenn CORRIGNAN
#488
3:07:03
+35:53
510
22
Juliette VATTIER
#1786
3:08:38
+37:28
534
23
Amandine GANAYE
#1782
3:09:46
+38:36
556
24
Deprez KIMBERLY
#390
3:10:40
+39:30
574
25
Jaadhes BONNARD
#1544
3:11:25
+40:15
589
26
Elodie ZANIN
#430
3:12:12
+41:02
599
27
Sarah MENCHERINI
#193
3:12:17
+41:07
600
28
Zoé SEUTIN
#315
3:12:58
+41:48
613
29
Axelle PROGIN
#1228
3:13:09
+41:59
616
30
Anna BARADEL
#960
3:13:43
+42:33
625
31
Manon FARICIER
#441
3:14:41
+43:31
635
32
Marie BATAILLARD
#200
3:15:04
+43:54
643
33
Lin WOLLANTS
#391
3:15:29
+44:19
653
34
Schlage THERESA
#1293
3:18:02
+46:52
696
35
Manon LAUXERROIS
#145
3:18:13
+47:03
700
36
Camille BAIS
#517
3:20:29
+49:19
727
37
Célia VIDALINC
#1040
3:21:46
+50:36
743
38
Odette HELSLOOT
#1172
3:22:22
+51:12
754
39
Sybille LAJOIE
#634
3:23:17
+52:07
769
40
Alice GRANDGEORGE
#194
3:23:20
+52:10
770
41
Amandine CHANTOME
#950
3:26:14
+55:04
818
42
Sonja BENNIS
#1403
3:27:10
+56:00
826
43
Camille GRANDMOUGIN
#603
3:28:01
+56:51
840
44
Gwenaelle BIZEL
#46
3:28:10
+57:00
842
45
Valentine RUCH
#1499
3:33:05
+1h01
904
46
Faustine DURAND
#175
3:35:12
+1h04
941
47
Madeline BERTAUX
#402
3:35:17
+1h04
942
48
Roxane MACE
#1794
3:35:18
+1h04
943
49
Lucie ALBISSER
#452
3:36:12
+1h05
955
50
Laure-Anne POISSON
#252
3:37:39
+1h06
980
51
Léa LAGACHE
#1570
3:38:46
+1h07
992
52
Nina PHILLIPS
#992
3:39:51
+1h08
1005
53
Jono DIEPENDAELE
#298
3:41:19
+1h10
1026
54
Mathilde DESSAIGNE
#1006
3:44:36
+1h13
1058
55
Molly CONNORS
#1082
3:44:48
+1h13
1061
56
Ollie HORRELL
#787
3:44:57
+1h13
1065
57
Adélaïde GROSSI
#431
3:44:59
+1h13
1066
58
Benedetta MONTICH
#1726
3:44:59
+1h13
1067
59
Léa FERON
#919
3:48:57
+1h17
1113
60
Christine COLLARD
#138
3:49:32
+1h18
1119
61
Lucie LEJEUNE
#285
3:49:46
+1h18
1121
62
Hannah BRADSHAW
#697
3:55:38
+1h24
1188
63
Mathilde AUBRET
#660
3:57:18
+1h26
1207
64
Margot VALENTIN
#1517
4:00:34
+1h29
1242
65
Marie GROS
#620
4:01:07
+1h29
1247
66
Pauline LEBECQUE
#1513
4:01:21
+1h30
1249
67
Anique ALTENA
#1196
4:08:58
+1h37
1309
68
Clara MARTINON
#1684
4:09:56
+1h38
1314
69
Julie BELLAY
#896
4:13:20
+1h42
1332
70
Clara WAJNBERG
#1451
4:17:42
+1h46
1351
71
Marie CUSENIER
#1799
4:18:09
+1h46
1354
72
Chloé SIMON
#154
4:18:16
+1h47
1355
73
Anastasia GILLE
#142
4:23:49
+1h52
1381
74
Julie SCHMITT
#1117
4:26:33
+1h55
1398
75
Marie SCHMITT
#1118
4:26:36
+1h55
1400
76
Sarah CESBRON
#1418
4:35:48
+2h04
1422
77
Pauline DENOUAL
#208
4:43:07
+2h11
1446