Nicolas Sitter
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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
V3H
V3H · 93 classified finishers in the Triathlon M
#
Athlete
Time
Gap
Overall
🥇
Stéphane CARRON
#669
2:19:51
—
117
🥈
Freddy COUE
#91
2:22:25
+2:34
135
🥉
Alex GUERIN
#993
2:25:13
+5:22
158
4
Jérôme VIAL
#218
2:27:16
+7:25
183
5
Björn MEYER
#189
2:30:20
+10:29
211
6
Stefan SURMA
#484
2:32:05
+12:14
232
7
Cyrille LAMARRE
#154
2:32:23
+12:32
235
8
Samuel GLEYZE
#847
2:34:34
+14:43
255
9
Florent RUDEL
#436
2:35:02
+15:11
262
10
Mathieu BOUTELOUP
#106
2:38:37
+18:46
318
11
Lucas ROIG
#61
2:40:30
+20:39
340
12
Philippe LEPAPE
#69
2:44:07
+24:16
384
13
Denis BARTHES
#159
2:44:41
+24:50
394
14
Harry VAN ELK
#956
2:44:48
+24:57
397
15
Francois COUTANT
#78
2:46:13
+26:22
420
16
Rémi TINTI
#239
2:46:39
+26:48
424
17
Franck BERNE
#808
2:46:54
+27:03
426
18
Eric LEMEE
#116
2:48:00
+28:09
443
19
Michel MARCHAND
#523
2:49:01
+29:10
462
20
Christopher CHARLES
#111
2:49:53
+30:02
476
21
Eric LEVISTRE
#36
2:50:28
+30:37
488
22
David BENAUT
#93
2:52:31
+32:40
521
23
Edwin VAN DE LAAR
#931
2:53:15
+33:24
532
24
Fabrizio LODOVICHETTI
#258
2:54:09
+34:18
548
25
Christophe GIRAUD
#252
2:57:40
+37:49
598
26
Sylvain SOULABAIL
#1
2:57:47
+37:56
601
27
Massimiliano LO RE
#266
2:59:34
+39:43
629
28
Nicolas SCHIFF
#87
2:59:53
+40:02
633
29
Romain ALLAIN-LAUNAY
#152
3:00:10
+40:19
638
30
Eric BEAULIEU
#110
3:00:45
+40:54
649
31
Nicolas CHAMBET
#547
3:00:46
+40:55
650
32
Willy FORDANT
#196
3:01:03
+41:12
654
33
Roger JACOBS
#941
3:02:01
+42:10
671
34
François PIERRE
#128
3:02:50
+42:59
681
35
Stanislas VIAUD
#187
3:02:59
+43:08
683
36
Olivier RENARD
#223
3:03:13
+43:22
685
37
Fabien MORISOT
#876
3:03:40
+43:49
692
38
Patrice ENSENAT
#133
3:05:22
+45:31
721
39
Arnaud VINCENT
#45
3:05:40
+45:49
727
40
Franck GOIGOUX
#496
3:05:42
+45:51
728
41
Nicolas DEMONSEAU
#604
3:07:24
+47:33
744
42
Martial Emmanuel REY
#321
3:07:26
+47:35
745
43
Denis LEEMANS
#662
3:09:13
+49:22
768
44
Patrice MARREC
#869
3:09:30
+49:39
772
45
Hans BERKHOUT
#936
3:11:04
+51:13
788
46
Thierry DACKO
#422
3:12:34
+52:43
807
47
Hervé SKENDEROFF
#550
3:12:52
+53:01
811
48
Steven CAMILLERI
#271
3:13:21
+53:30
817
49
Thierry BURGAENTZLEN
#796
3:13:28
+53:37
819
50
Yannick LEVILLAIN
#422
3:13:28
+53:37
820
51
Lieven GOGAERT
#257
3:13:51
+54:00
825
52
Franck DEMARET
#364
3:15:03
+55:12
841
53
Yann CHAUCHEPRAT
#239
3:16:18
+56:27
852
54
Nicolas SAUVAN
#520
3:17:31
+57:40
865
55
Heino GARTNER
#303
3:17:50
+57:59
872
56
Laurent BERNARD
#119
3:19:49
+59:58
901
57
Stéphane MAHOU
#177
3:19:52
+1h00
903
58
Philippe GIRARD
#242
3:20:08
+1h00
906
59
Richard MILLARD
#53
3:20:17
+1h00
907
60
Pascal JAMET
#153
3:22:07
+1h02
924
61
Sébastien CHURLAUD
#502
3:23:00
+1h03
934
62
Bertrand LESAGE
#572
3:23:27
+1h03
941
63
Alexandre SERVOIS
#528
3:23:47
+1h03
945
64
Alexandre MARIE
#216
3:24:18
+1h04
948
65
Tony BENNETT-POOLE
#526
3:24:21
+1h04
950
66
Jean Marie DESERT
#77
3:24:22
+1h04
951
67
Hervé GUINARD
#559
3:25:57
+1h06
965
68
Pablo CONTRERAS
#718
3:26:31
+1h06
970
69
Pierre VANDERSTRAETEN
#611
3:30:07
+1h10
1000
70
Christophe ORVAIN
#97
3:30:20
+1h10
1003
71
Alain ROHRBACH
#318
3:32:25
+1h12
1027
72
Fabrice BEGAUD
#127
3:32:28
+1h12
1028
73
Frédéric BOINEAU
#885
3:33:49
+1h13
1044
74
Jean Charles PEUGNIEZ
#805
3:35:49
+1h15
1056
75
Jason PRONYK
#436
3:35:58
+1h16
1057
76
Grégory MAHAJOUB
#824
3:36:12
+1h16
1059
77
Olivier REYDELLET
#435
3:42:57
+1h23
1099
78
Frédéric GALAN
#344
3:43:06
+1h23
1101
79
Thierry VAN OSSELT
#625
3:43:27
+1h23
1105
80
Blair HEATH
#442
3:52:37
+1h32
1158
81
Michel NOUGUE
#399
3:53:16
+1h33
1159
82
Jérôme BRUNO
#418
3:57:02
+1h37
1173
83
Franck ROUSSEAU
#560
4:01:40
+1h41
1181
84
Loic SIMON
#244
4:04:06
+1h44
1189
85
Didier VANGOUT
#343
4:05:11
+1h45
1190
86
Tobias FEHLHABER
#284
4:06:27
+1h46
1197
87
Franck AUBERT
#420
4:07:50
+1h47
1201
88
Pascal DEFAUX
#344
4:10:53
+1h51
1208
89
Merri MOSSERON
#120
4:12:21
+1h52
1211
90
Christophe CONSELIN
#908
4:14:13
+1h54
1214
91
Holger BLESSING
#292
4:14:52
+1h55
1215
92
Roland OGIER
#289
4:16:25
+1h56
1218
93
Laurent SCHMITT
#552
4:28:32
+2h08
1237