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
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robots.txt
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Run
Categories
Clubs
Triathlon L
M50-54
Men 50–54 · 136 classified finishers in the Triathlon L
#
Athlete
Time
Gap
Overall
🥇
Hervé PELLISSIER
#131
7:28:21
—
220
🥈
Simon PELTENBURG
#1325
7:36:34
+8:13
257
🥉
Roman LACKO
#1291
7:45:51
+17:30
305
4
David SALMON
#270
7:47:40
+19:19
316
5
Seth BITTING
#1203
7:50:23
+22:02
339
6
Dieter HAUWAERTS
#930
7:50:31
+22:10
340
7
Christian RUFENACHT
#460
7:50:40
+22:19
341
8
Christophe LAPORTE
#186
7:51:04
+22:43
345
9
Matos EMANUEL
#1586
8:01:24
+33:03
393
10
Fabrice CUIPERS
#1007
8:03:26
+35:05
402
11
Laurent KENZOUA
#166
8:11:45
+43:24
448
12
Tom Atle BORDEVIK
#501
8:13:20
+44:59
455
13
Gael CAZIER
#621
8:13:54
+45:33
460
14
Yannick GUILLEMER
#143
8:14:15
+45:54
463
15
Joel BELL
#1191
8:15:26
+47:05
472
16
Olivier CARRIER
#1686
8:15:43
+47:22
475
17
Bruno MERCIER
#530
8:17:43
+49:22
485
18
Philippe SIMON
#1423
8:18:33
+50:12
489
19
Thomas DEKKER
#1171
8:19:13
+50:52
498
20
Steeve SABATHIER
#1121
8:20:38
+52:17
512
21
Hervé SALAMONE
#649
8:26:32
+58:11
543
22
Giacomo FRIZZARIN
#1576
8:26:33
+58:12
544
23
Andrea CAPORALE
#1573
8:27:25
+59:04
552
24
Umberto LUCHINI
#1173
8:31:15
+1h02
577
25
Daryl READ
#1260
8:37:05
+1h08
608
26
Julio ALVAREZ ARISTU
#1515
8:43:34
+1h15
642
27
Joe SMULLEN
#1379
8:43:51
+1h15
644
28
Guénaêl DEVILLET
#1005
8:46:16
+1h17
663
29
Tolo ROSSELLO
#1560
8:48:43
+1h20
678
30
Sebastien THIERRY
#263
8:48:56
+1h20
681
31
Christophe PITHON
#1163
8:49:30
+1h21
687
32
Mohamed ADEL
#1682
8:50:44
+1h22
694
33
Pierre BARET
#1076
8:51:10
+1h22
698
34
Herve SERRA
#715
8:52:39
+1h24
709
35
Alain BOSC
#1681
8:53:15
+1h24
711
36
Arnaud BUTEUX
#195
8:54:02
+1h25
715
37
Hyungwon MOON
#1442
8:55:04
+1h26
721
38
Gerald COSTE
#306
8:56:50
+1h28
729
39
Guillaume CHAPEY
#1352
8:57:53
+1h29
736
40
Chris MEREL
#677
9:00:40
+1h32
747
41
Krisztian KOROSSY
#506
9:02:26
+1h34
763
42
Sylvain RAYMOND
#311
9:04:02
+1h35
771
43
Jochen KLUVE
#437
9:05:37
+1h37
783
44
Hervé LAMARRE
#260
9:06:00
+1h37
789
45
Sándor KOVARI
#507
9:06:04
+1h37
791
46
François PEYRELEVADE
#133
9:06:37
+1h38
794
47
Andrew SMALLWOOD
#1216
9:09:05
+1h40
801
48
Fabrice HANSER
#1425
9:10:11
+1h41
807
49
Franck PAILLAT
#1112
9:10:21
+1h42
809
50
Laurent NIGRO
#1685
9:10:28
+1h42
812
51
Nicolas ROUSSELY
#1077
9:12:27
+1h44
822
52
Frédéric FOUQUET
#1409
9:17:10
+1h48
844
53
Vincent LARTIGUE
#1672
9:18:51
+1h50
852
54
Gabor LAKATOS
#511
9:20:09
+1h51
862
55
Antoine PASSAT
#163
9:21:48
+1h53
876
56
Olivier DUSSINE
#1445
9:23:04
+1h54
883
57
Christophe NOUIRA
#648
9:23:36
+1h55
886
58
Vincent PAYEN
#1441
9:24:40
+1h56
889
59
Frédéric DUCLOS
#686
9:27:36
+1h59
905
60
Palanca Fontestad JOSE MIGUEL
#1561
9:30:17
+2h01
926
61
Frédéric LAVERGNE
#328
9:31:12
+2h02
932
62
Mario RODRIGUEZ MAROTO
#1530
9:32:16
+2h03
940
63
Laurent NOEL
#192
9:36:02
+2h07
954
64
Frédéric BONNIN
#349
9:40:31
+2h12
971
65
Mark ANDREWS
#1222
9:44:36
+2h16
992
66
Aimé CARON
#533
9:45:23
+2h17
994
67
Frédéric SIBOLDI
#135
9:46:16
+2h17
998
68
Krzysztof DRESLER
#514
9:47:01
+2h18
1004
69
David PEROO
#993
9:48:12
+2h19
1011
70
Alexandre SADLER
#194
9:48:48
+2h20
1014
71
Henk CHRISTEN
#1740
9:48:50
+2h20
1015
72
Balazs POLONYI
#505
9:48:58
+2h20
1018
73
David RABUSSIER
#1439
9:49:16
+2h20
1020
74
Sebastien CLOUET
#307
9:49:32
+2h21
1023
75
Yves DOUVILLE DE FRANSSU
#1452
9:52:22
+2h24
1031
76
Philippe DETCHART
#300
9:53:39
+2h25
1037
77
François CHATEGNIER
#1669
9:54:09
+2h25
1040
78
Nicolas GUDEFIN
#582
9:58:03
+2h29
1062
79
Benoit GUIBERT
#298
9:58:11
+2h29
1063
80
Richard MACGONIGAL
#1307
9:58:38
+2h30
1069
81
Thierry RASSART
#909
9:58:53
+2h30
1071
82
Stéphane GIRARD
#652
9:59:12
+2h30
1072
83
Bart DE KOSTER
#933
9:59:30
+2h31
1073
84
Arnaud GUERIN
#150
10:02:27
+2h34
1083
85
Manuel MARTIN
#169
10:04:24
+2h36
1092
86
Adel HAMZA
#134
10:08:44
+2h40
1111
87
Franck ANTIER
#1157
10:09:39
+2h41
1114
88
Robert KLEBES
#438
10:11:42
+2h43
1120
89
Noel CRONIN
#1393
10:13:09
+2h44
1129
90
Guillaume MULLET
#1680
10:15:18
+2h46
1133
91
Matthew HARTE
#1313
10:15:20
+2h46
1134
92
Massimo PITAGORA
#1575
10:15:47
+2h47
1138
93
Paul CURRIVAN
#1799
10:16:51
+2h48
1146
94
Xavier LAMBLIN
#341
10:17:05
+2h48
1149
95
Fernando VILLA VIEIRO
#1507
10:17:48
+2h49
1154
96
Ian LAIRD
#1361
10:21:11
+2h52
1168
97
Philippe PAILLARD
#550
10:23:06
+2h54
1174
98
Chris MINTO
#1285
10:23:30
+2h55
1178
99
Francois THIREAU
#297
10:24:18
+2h55
1183
100
Kieran BROWNE
#1394
10:26:12
+2h57
1194
101
Frédéric BAUD
#728
10:27:26
+2h59
1199
102
Darren VIBERT
#1253
10:29:37
+3h01
1208
103
Vincent BURBAUD
#1064
10:32:42
+3h04
1221
104
Iván CORREDOR SANCHEZ
#1526
10:33:55
+3h05
1223
105
Ronan LE COAT
#1486
10:38:48
+3h10
1236
106
Ken CAHILL
#1371
10:39:55
+3h11
1241
107
Willem-Jan HABING
#1763
10:41:40
+3h13
1248
108
Paul O NEILL
#1376
10:42:51
+3h14
1255
109
Renaud SUBLET
#335
10:43:18
+3h14
1257
110
Christopher BENSON
#1217
10:48:21
+3h20
1273
111
Corey TEAHAN
#1266
10:48:48
+3h20
1275
112
Derek RIVERS
#1208
10:50:42
+3h22
1281
113
Emmanuel RIMBERT
#1769
10:50:58
+3h22
1282
114
Marc THUAU
#278
10:51:16
+3h22
1284
115
Vincent ROUGIER
#130
10:53:30
+3h25
1291
116
Stéphane PAGES
#1683
10:56:52
+3h28
1305
117
Pierre-André RIEDO
#473
10:57:33
+3h29
1306
118
Christophe DURY
#1670
10:57:35
+3h29
1308
119
Francisco LOPEZ
#1528
11:00:58
+3h32
1319
120
David VAUDRY
#693
11:11:48
+3h43
1340
121
Anthony CARPENTIER
#1665
11:18:03
+3h49
1355
122
Tom DE BACKER
#1067
11:19:31
+3h51
1358
123
Phil MURPHY
#1399
11:24:41
+3h56
1375
124
David LECLERCQ
#1675
11:27:09
+3h58
1381
125
Benoit VELTIN
#1776
11:29:57
+4h01
1385
126
Cliff VEIGHEY
#1304
11:33:27
+4h05
1391
127
Chris ROACH
#1223
11:38:11
+4h09
1402
128
Michael RICHTER
#381
11:38:16
+4h09
1403
129
Erwan BUISSON
#1677
11:39:24
+4h11
1405
130
Franck LEFEVRE
#257
11:40:27
+4h12
1408
131
Davide TERZOLI
#1582
11:41:22
+4h13
1410
132
Cédric DIZIAIN
#581
11:43:42
+4h15
1411
133
Sébastien SAILLARD
#1120
11:45:11
+4h16
1415
134
Andrew CURRIVAN
#1231
11:45:20
+4h16
1417
135
Thomas RASMUSSEN
#490
11:45:23
+4h17
1418
136
Laurent LEFEVRE
#1671
11:53:29
+4h25
1422