Nicolas Sitter
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AI Hotel Landscape 2026
The flagship annual report
Anatomy of ChatGPT Hotel Search
How the machine actually works
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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
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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
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Everything, searchable
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Live weekly hotel AI data
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Tracking my own niche, in public
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About me
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Consulting
AI search visibility engagements
AGENTIC
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llms.txt
llms-full.txt
posts.json
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Categories
Clubs
Triathlon L
V3H
V3H · 113 classified finishers in the Triathlon L
#
Athlete
Time
Gap
Overall
🥇
Olivier MADDENS
#581
7:17:29
—
104
🥈
Franck GERARD
#25
7:24:44
+7:15
124
🥉
James CHARLTON
#493
7:31:29
+14:00
143
4
Grégoire AVENEL
#866
7:40:04
+22:35
172
5
Pierre BARET
#591
7:41:45
+24:16
178
6
Henrik SICAUD
#44
7:46:14
+28:45
190
7
Bruno GUYOMARD
#54
7:52:53
+35:24
206
8
Christophe HAMBLOT
#283
7:57:06
+39:37
225
9
Mehdi ROUICHI
#627
8:10:50
+53:21
297
10
Christophe BARDET
#251
8:10:56
+53:27
298
11
Markus QUIRIN
#319
8:11:21
+53:52
300
12
Luis Miguel SAN SEGUNDO
#742
8:12:54
+55:25
307
13
Stephane MOUTOUEIG
#146
8:14:54
+57:25
312
14
Jean-Nicolas MARTIN
#280
8:17:29
+1h00
321
15
Didier SOULIE
#288
8:17:34
+1h00
322
16
Antonio VALENTIM
#265
8:18:15
+1h00
328
17
Marco VAN DIJK
#979
8:18:42
+1h01
333
18
Pascal BODIN
#38
8:19:01
+1h01
335
19
Christian TUBERY
#463
8:21:48
+1h04
344
20
Cyril MORANCE
#199
8:22:23
+1h04
347
21
Olivier NILES
#459
8:25:44
+1h08
363
22
Tom LAMBRECHTS
#177
8:29:04
+1h11
389
23
Rafael FAZAN
#949
8:30:13
+1h12
395
24
Ludovic CHARASSE
#593
8:31:07
+1h13
400
25
Raymond BEEREN
#984
8:32:19
+1h14
405
26
Brad LINCOLN
#483
8:33:09
+1h15
410
27
Llevat MIQUEL
#773
8:33:36
+1h16
414
28
Thierry PORCHER
#18
8:33:42
+1h16
415
29
Chris COLLOT
#49
8:34:30
+1h17
419
30
Oleg FRANKO
#967
8:35:59
+1h18
428
31
Colas MARTINET
#436
8:37:10
+1h19
437
32
Angel CANTALAPIEDRA
#723
8:40:52
+1h23
454
33
Patrick DELHAYE
#122
8:41:02
+1h23
457
34
Michel MUYLLE
#173
8:41:12
+1h23
460
35
Benoît THIERRY
#695
8:48:51
+1h31
497
36
Emanuele MARCHETTI
#943
8:49:10
+1h31
501
37
Cédric SAGANSAN
#228
8:49:57
+1h32
504
38
Armin HARTFIEL
#328
8:53:32
+1h36
524
39
Franck MARQUET
#432
8:54:51
+1h37
529
40
Aimé CARON
#682
8:56:23
+1h38
532
41
Francis BONNETIER
#672
8:56:37
+1h39
534
42
Jean-Marc MEURVILLE
#243
8:59:37
+1h42
543
43
Christian MAJONI
#329
9:00:24
+1h42
550
44
Benjamin LAUDE
#87
9:00:51
+1h43
553
45
Nicolas JOSEPH
#572
9:00:57
+1h43
554
46
Pascal SCAFIDI
#554
9:01:57
+1h44
556
47
Hueso CARLOS
#766
9:02:23
+1h44
557
48
Philippe PALOUS
#587
9:03:43
+1h46
563
49
Scott DUNLAP
#450
9:04:08
+1h46
565
50
Marco KORTLEVER
#997
9:07:12
+1h49
588
51
Antoine MOURRIERAS
#480
9:07:20
+1h49
589
52
Stéphane DHU
#111
9:11:43
+1h54
611
53
Axel LARDOUX
#19
9:19:47
+2h02
647
54
Alain DEVISY
#888
9:21:17
+2h03
660
55
Hendrik SPREJZ
#316
9:23:27
+2h05
669
56
Andrea AJMAR
#928
9:23:28
+2h05
670
57
Laurent LAZAROWICZ
#815
9:23:53
+2h06
675
58
Christophe DUVAL
#371
9:26:18
+2h08
679
59
Philippe LAROCHE
#834
9:26:18
+2h08
680
60
Xavier LAMBLIN
#194
9:27:40
+2h10
689
61
Virgilio LORENZO LOPEZ
#764
9:30:43
+2h13
704
62
Boris DE CHAMPS DE SAINT LEGER
#442
9:31:57
+2h14
710
63
Nicolas SOLANS
#609
9:34:58
+2h17
725
64
Frédéric LANCELLE
#136
9:35:36
+2h18
728
65
Derk OHLER
#996
9:35:42
+2h18
729
66
Laurent THERY
#198
9:35:49
+2h18
730
67
David MONTERRAT
#224
9:38:19
+2h20
742
68
Hervé DURAND
#268
9:38:34
+2h21
744
69
Benoit VELTIN
#268
9:39:56
+2h22
746
70
Thierry LOUSTE
#79
9:40:49
+2h23
748
71
Patrice MILLERET
#820
9:43:06
+2h25
760
72
Joel SANGLIER
#912
9:46:28
+2h28
774
73
Olivier ROBATCHE-CLAIVE
#7
9:46:48
+2h29
776
74
Fabrice VOISIN
#377
9:47:05
+2h29
777
75
Charles BRION
#589
9:47:28
+2h29
780
76
Olivier PINCZON DU SEL
#406
9:48:51
+2h31
786
77
Olivier BRAULT
#855
9:50:52
+2h33
793
78
Miguel MADRID LOPEEZ
#735
9:51:40
+2h34
797
79
Vincent PARGNEY
#924
9:52:31
+2h35
801
80
Grecchi PAOLO
#935
9:52:45
+2h35
802
81
Alfred KERS
#994
9:53:31
+2h36
804
82
Mathias ALLARD
#867
9:53:49
+2h36
806
83
Patrice ROUDAUT
#78
9:54:39
+2h37
812
84
Laurent BOULY
#75
9:55:07
+2h37
814
85
Sébastien VIARS
#68
9:55:35
+2h38
817
86
Del Regno MARCO
#926
9:57:56
+2h40
826
87
François GODDARD
#396
9:58:16
+2h40
827
88
Bart VAN IMPE
#105
10:04:55
+2h47
852
89
Fernán MANRIQUE
#712
10:05:17
+2h47
856
90
Wildrid HOTOME
#400
10:06:08
+2h48
861
91
Emmanuel CAVELLEC
#110
10:07:11
+2h49
865
92
Yannick MICHEL
#577
10:08:12
+2h50
868
93
François MEUNIER
#211
10:08:28
+2h50
870
94
Flynn PAUL
#508
10:09:29
+2h52
873
95
Olivier BROSET
#206
10:09:35
+2h52
875
96
Philippe PLUYAUD
#916
10:09:54
+2h52
878
97
Christophe GRUOSSO
#77
10:11:01
+2h53
884
98
Clive SEABROOK
#457
10:12:54
+2h55
892
99
Thierry LE PAYS DU TEILLEUL
#41
10:14:54
+2h57
898
100
Walter BRUDERMANN
#224
10:23:03
+3h05
922
101
Bruno FERNEY
#522
10:27:43
+3h10
935
102
Philippe RIBAS
#157
10:28:45
+3h11
940
103
Steve DELABORDE
#850
10:33:16
+3h15
944
104
Christopher HALL
#491
10:33:54
+3h16
945
105
Dirk METZENDORFF
#343
10:39:22
+3h21
955
106
Dominique CHEVALIER
#204
10:39:23
+3h21
956
107
Anton KRIGE
#494
10:40:04
+3h22
959
108
Franck DUCANDAS
#666
10:46:30
+3h29
971
109
Jean-Dominique ROEBBEN
#831
10:49:19
+3h31
975
110
Roland TORMEY
#506
10:51:16
+3h33
978
111
Arnaud FIMBEL
#20
10:59:19
+3h41
989
112
Arnaud NOUVEL
#852
10:59:38
+3h42
990
113
Jean Pierre BETRAOUI
#241
11:33:12
+4h15
1027