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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Target time
First names
Swim
Bike
Run
Categories
Clubs
Triathlon M
F25-29
Women 25–29 · 56 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
Sophie DELGUSTE
#744
2:19:51
—
111
🥈
Elisa BLEIN
#694
2:27:45
+7:54
171
🥉
Ludivine LE GUERN
#827
2:30:14
+10:23
193
4
Fanny PECRIAUX
#621
2:37:48
+17:57
279
5
Marina BUISSON
#155
2:37:52
+18:01
280
6
Charlotte POIVRE
#683
2:43:32
+23:41
374
7
Justine BRUMAN
#826
2:45:08
+25:17
390
8
Kristel IMBO
#597
2:45:37
+25:46
393
9
Agathe DECOCK
#323
2:47:28
+27:37
418
10
Julie MALBETE
#185
2:49:06
+29:15
435
11
Marion FOLLIGUET
#687
2:50:28
+30:37
464
12
Liselotte BORSTLAP
#249
2:51:19
+31:28
476
13
Joséphine ROBINAUD
#855
2:52:01
+32:10
487
14
Victoria MORRIS
#514
2:52:14
+32:23
493
15
Amy GLYNN
#482
2:52:39
+32:48
500
16
Ludivine BLANQUET
#671
2:52:58
+33:07
506
17
Aurélie BOUSSEMART
#1141
2:53:29
+33:38
514
18
Anne PETIT MONNET
#1094
2:53:41
+33:50
516
19
Fannie ADROHER
#408
2:54:06
+34:15
523
20
Marine VAN CAMPENHOUDT
#1140
2:54:45
+34:54
533
21
Romane LEQUY
#637
2:55:30
+35:39
547
22
Amandine CARREIRA NEVES
#693
2:57:26
+37:35
577
23
Pauline SCHILDKNECHT
#645
2:59:43
+39:52
611
24
Alexia COLOMBIER
#725
3:01:47
+41:56
643
25
Coralie NOEL
#1540
3:02:42
+42:51
654
26
Anna SCHNEIDER
#1539
3:03:57
+44:06
674
27
Emma RIPPERT
#1091
3:06:22
+46:31
712
28
Réjane BOURGEOIS
#715
3:06:47
+46:56
724
29
Sara VEGAZO
#986
3:07:40
+47:49
734
30
Armelle GARCIA
#703
3:09:34
+49:43
760
31
Sarah KREBS
#708
3:09:47
+49:56
761
32
Adèle HOURQUET
#705
3:10:31
+50:40
772
33
Charline BONNAY
#682
3:11:16
+51:25
782
34
Harmonie LE BORDAIS
#1083
3:13:25
+53:34
807
35
Anastasia GILLE
#900
3:14:37
+54:46
824
36
Pauline HEINISCH BODINO
#709
3:15:07
+55:16
833
37
Lise CARIVENC
#1143
3:15:55
+56:04
844
38
Alice MARKIEWICZ
#1547
3:17:31
+57:40
859
39
Sophie LOYER
#412
3:22:43
+1h02
913
40
Noémie DUTARTRE
#1117
3:25:11
+1h05
939
41
Audrey THIRION
#1124
3:26:09
+1h06
950
42
Hélène GOUPIL
#849
3:27:49
+1h07
970
43
Eva WALTON
#565
3:28:37
+1h08
979
44
Coline ROUSSEAU
#423
3:30:17
+1h10
991
45
Lisa IGLSEDER
#217
3:30:39
+1h10
994
46
Suzan VAN BURKEN
#250
3:31:46
+1h11
1007
47
Jessica CHILET
#94
3:40:01
+1h20
1074
48
Lowenna HAWKEY
#457
3:41:43
+1h21
1081
49
Grace IMESON
#566
3:44:41
+1h24
1110
50
Eve ROUX
#701
3:55:53
+1h36
1156
51
Laurine SAUVE
#885
4:04:58
+1h45
1173
52
Fanny BELLIER
#695
4:05:33
+1h45
1174
53
Anais GOUDJIL
#698
4:18:19
+1h58
1197
54
Clara PRIOUX
#672
4:20:27
+2h00
1200
55
Filipa REBELO
#1004
4:52:16
+2h32
1225
56
Anaïs GRAVIER
#1129
4:58:26
+2h38
1228