Nicolas Sitter
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AI Hotel Landscape 2026
The flagship annual report
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How the machine actually works
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The weekly dashboard behind the report
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Tracking my own niche, in public
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Cross-industry methodology
AI-search infrastructure, not hotel-specific
AI Playground
All experiments
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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
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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
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AGENTIC
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llms.txt
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Clubs
Triathlon L
SENIOR 2 HOMME
SENIOR 2 HOMME · 114 classified finishers in the Triathlon L
#
Athlete
Time
Gap
Overall
🥇
ARNAUD GUILLOUX
#887
5:55:14
—
1
🥈
SVEN VAN LUYCK MAN
#491
5:58:05
+2:51
4
🥉
SEPPE ODEYN
#1061
5:59:22
+4:08
6
4
PIERRE YVES GIGOU
#45
6:06:30
+11:16
8
5
GUILLAUME BELGY
#14
6:06:56
+11:42
9
6
ANTHONY COSTES
#6
6:15:03
+19:49
14
7
MICHAEL LOUYS
#26
6:15:35
+20:21
15
8
ARNE DEVLIEGHER
#473
6:29:19
+34:05
29
9
ROMAIN CABARROU
#12
6:32:09
+36:55
34
10
WOUTER GRYP
#474
6:32:14
+37:00
35
11
RYAN CHRISTIAN
#21
6:33:25
+38:11
38
12
VALENTIN LABADIE
#944
6:35:04
+39:50
39
13
ROBERT FRYER
#779
6:37:28
+42:14
46
14
GUILLAUME DESFORGES
#519
6:42:27
+47:13
49
15
GARY REYNAUD
#298
6:43:58
+48:44
51
16
FABRICE VAN ESPEN
#504
6:45:19
+50:05
53
17
GABRIELE MANSUINO
#1070
6:46:12
+50:58
55
18
MAIKEL ZUIJDERHOUDT
#371
6:47:36
+52:22
58
19
MARCO CORTI
#1064
6:49:50
+54:36
60
20
VICTOR RICHARD
#1035
6:50:01
+54:47
61
21
JEFF PERROTEAU
#940
6:55:45
+1h00
74
22
MIKEL ORMAECHEA AIZPURUA
#987
7:00:22
+1h05
81
23
CHRISTOPHE NEYRINCK
#502
7:01:23
+1h06
83
24
EDOUARD VAN DONGEN
#480
7:03:13
+1h07
87
25
PIERRE OUVRY
#520
7:03:26
+1h08
89
26
ANTHONY GRITTON
#707
7:06:27
+1h11
96
27
JESPER MADSEN
#345
7:07:25
+1h12
99
28
DAVID DUCRET
#164
7:08:19
+1h13
102
29
LOIC GUILLOIS
#919
7:15:40
+1h20
117
30
TJEBBE VENEMA
#396
7:16:27
+1h21
121
31
JULIEN TREHIN
#893
7:18:07
+1h22
126
32
STEPHANE BOLLARD
#1057
7:19:36
+1h24
131
33
NICOLAS VOLLONO
#83
7:19:40
+1h24
132
34
ISAAC GALA GARCÍA
#1000
7:19:45
+1h24
133
35
JEAN GOILARD
#897
7:20:33
+1h25
136
36
THOMAS GOUGET
#521
7:21:59
+1h26
141
37
DEMPSEY BOLLAND
#460
7:26:07
+1h30
150
38
BARNABAS PURBOOK
#750
7:26:08
+1h30
151
39
LEX HABRAKEN
#388
7:26:18
+1h31
152
40
RAPHAEL MARESCAUX
#260
7:26:23
+1h31
154
41
STEPHANE LOGEROT
#44
7:26:47
+1h31
156
42
CLEMENT DÉSILLE
#441
7:29:45
+1h34
163
43
PIERRE YVES LE NAOUR
#167
7:30:16
+1h35
166
44
CLEMENT SICART
#735
7:31:40
+1h36
170
45
PABLO MARTÍN LÓPEZ
#1003
7:31:47
+1h36
171
46
MELVIN WELSINK
#385
7:36:17
+1h41
193
47
ANTHONY PHILIPPON
#1056
7:38:14
+1h43
204
48
JULIAN ELEOUET
#437
7:40:29
+1h45
209
49
FLORIAN BERROIR
#628
7:41:16
+1h46
214
50
ARMEL POISSE
#112
7:44:20
+1h49
228
51
THIBAUT DE GELOES
#899
7:46:28
+1h51
238
52
ROMAIN VALLÉE
#289
7:47:01
+1h51
243
53
BERT DOBBELAERE
#494
7:47:25
+1h52
244
54
MICHAEL URBAN
#245
7:50:00
+1h54
254
55
FLORENT FOUQUE
#518
7:51:18
+1h56
258
56
MATHIEU CHAPUIS
#264
7:51:31
+1h56
259
57
GUILLAUME DELEPIERRE
#435
7:52:30
+1h57
265
58
JEAN ROUTIER
#937
7:53:07
+1h57
271
59
WIEBE VENEMA
#376
7:53:57
+1h58
275
60
CHARLES JEANBLANC
#115
7:54:05
+1h58
276
61
ANDREW LEWIS
#772
7:54:25
+1h59
277
62
WILLIAM HEADLAND
#854
7:54:50
+1h59
279
63
FREDERIK VAN DIJCK
#462
7:56:17
+2h01
288
64
JONATHAN NEVE
#826
7:57:35
+2h02
296
65
MAXIME PEYRON
#646
7:58:47
+2h03
301
66
ROMAIN LACOTE
#208
8:01:12
+2h05
313
67
PAUL CLARK
#739
8:01:27
+2h06
314
68
THIBAULT DE VILLEPIN
#650
8:01:35
+2h06
316
69
JULIEN LAPORTE
#547
8:06:39
+2h11
336
70
ALBAN RIBOULEAU
#556
8:07:01
+2h11
337
71
TRISTAN LINDEPERG
#536
8:08:51
+2h13
352
72
JULIEN WARTEL
#1063
8:13:20
+2h18
375
73
DAMIAN JAGOLICZ
#871
8:13:46
+2h18
379
74
JEAN PHILIPPE LE RUYET
#877
8:16:38
+2h21
389
75
FABIEN KRUHELSKI
#444
8:17:50
+2h22
392
76
FLORIAN ESPINOSA
#229
8:19:54
+2h24
404
77
TIJS RUTGERS
#406
8:22:28
+2h27
417
78
ALBERTO PASTOR MARTÍNEZ
#1044
8:22:41
+2h27
418
79
CHRISTOPHE MAIRE
#497
8:24:40
+2h29
423
80
MAXIME GUERIN
#955
8:27:10
+2h31
434
81
BRADLEY POLLITT
#860
8:28:52
+2h33
439
82
PATRICK BALK
#326
8:33:50
+2h38
467
83
THIBAULT BRANGIER
#577
8:34:34
+2h39
471
84
BAPTISTE DROUIN
#526
8:36:49
+2h41
489
85
GUILLAUME LEBOURG
#204
8:38:21
+2h43
497
86
FREDERIC DETHIER
#509
8:43:51
+2h48
518
87
GAUTHIER BONNOT
#624
8:47:55
+2h52
538
88
ROMAIN TRUCHON
#188
8:49:10
+2h53
543
89
FABIEN BERROIR
#614
8:51:12
+2h55
554
90
MARC DUVAL
#576
8:52:18
+2h57
559
91
JOSEPH HEADLAND
#836
8:52:26
+2h57
560
92
ESTANIS CARPIO
#1009
8:52:41
+2h57
561
93
ARNAUD DE PRACOMTAL
#621
8:53:39
+2h58
564
94
JORRIT VAN NIEKERK
#405
8:53:56
+2h58
566
95
ALEXANDRE LEROOY
#101
8:57:44
+3h02
574
96
XAVIER VANLOO
#492
8:59:14
+3h04
580
97
RICHARD BROWN
#771
9:00:27
+3h05
582
98
JOHN TAYLOR
#869
9:01:14
+3h06
587
99
STEVEN QUEHAN
#574
9:12:31
+3h17
627
100
ANTOINE POULAT
#228
9:13:27
+3h18
631
101
WEIßER SIMON
#310
9:14:10
+3h18
633
102
THOMAS LE GOFF
#222
9:19:19
+3h24
659
103
QUENTIN ROBERT
#540
9:19:30
+3h24
661
104
DAVID SANCHEZ CALIXTO
#1014
9:23:34
+3h28
673
105
JEREMY BOMBOURG
#353
9:23:46
+3h28
674
106
MEHDI PELET
#584
9:26:39
+3h31
685
107
SEBASTIEN HERON
#602
9:31:20
+3h36
698
108
LOUIS BERGHMANS
#294
9:45:20
+3h50
737
109
PAUL SIDEBOTTOM
#843
9:46:04
+3h50
743
110
LIAM RADLEY
#756
9:46:26
+3h51
745
111
THOMAS PASCAL
#1041
9:52:14
+3h57
762
112
THIBAUT DESREUMAUX
#627
9:55:36
+4h00
771
113
GUILLAUME AUFFRAY
#625
9:55:36
+4h00
772
114
CHRISTOPHE LAGARDE
#1083
10:00:20
+4h05
782