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Houston tours, attractions and museums: which businesses can AI agents use?

Every tour operator, attraction and museum in Houston with its own website, scanned the same way. 35 of 1,557 scanned so far.

37 businesses on a map, by grade: 5 A or B, 15 C or D, 17 F — 37 of 37 scannedA or B 5C or D 15F 17the map page

2,558

businesses in OpenStreetMap

1,557

have their own website on record

50%

of reachable sites turn an AI crawler away at the edge

score A or B so far

A 0 · B 5 · C 7 · D 8 · F 15

Scores are provisional where the action test or the citation check is still to come. Methodology · Markdown · JSON.

Leaderboard

Ranked by Agent-Direct Score

Own one of these? Open its page to rescan or claim it. 13 places you can book or order from directly →

#	Business	Score	Menu	Direct channel	AI crawlers
1	United CLS unitedcls.com	B 84.6%	none	own site	open
2	1940 Air Terminal Museum 1940airterminal.org	B 83.1%	none	own site	open
3	Houston Fire Museum houstonfiremuseum.org	B 80%	none	own site	open
4	Blaffer Art Museum blafferartmuseum.org	B 75.4%	none	own site	open
5	Space Center Houston spacecenter.org	B 73.8%	none	own site	open
6	Texas knife makers supply knifemaking.com	C 66.2%	HTML page	none	open
7	Pasadena Historical Museum pasadenatx.gov	C 63.1%	none	own site	open
8	Lone Star Flight Museum lonestarflight.org	C 60.5%	none	own site	blocked
9	Houston Audubon Society Museum birdshouston.org	C 60%	none	none	open
10	Fort Bend Museum fortbendmuseum.org	C 55.4%	none	none	open
11	Kyrish Truck Centers holttruckcenters.com	C 55.4%	none	none	open
12	Tomball Museum Center tomballmuseumcenter.com	C 55.4%	none	none	open
13	Contemporary Arts Museum Houston camh.org	D 53.8%	none	none	open
14	Holocaust Museum Houston hmh.org	D 53.8%	none	third party	blocked
15	Houston Freedman's Town houstonfreedmenstown.org	D 53.8%	none	vendor on own site	open
16	Humble Museum humblemuseum.org	D 50.8%	none	none	open
17	Museum of Printing History printingmuseum.org	D 50.8%	none	none	open
18	Black Cowboy Museum blackcowboymuseum.com	D 50.3%	none	vendor on own site	blocked
19	Children's Museum of Houston cmhouston.org	D 49.2%	none	third party	open
20	Johnny Nelson Katy Heritage Museum cityofkaty.com	D 47.7%	none	own site	blocked
21	Art of the World Gallery artoftheworldgallery.com	F 38.5%	none	none	open
22	Expedia Cruises expediacruises.com	F 38.5%	HTML page	none	blocked
23	Darlin Roth Research Library & Museum cypresshistoricalsociety.com	F 38%	none	none	blocked
24	Houston Museum of Natural Science - Sugar Land hmns.org	F 36.9%	none	own site	blocked
25	Pioneer Memorial Log House Museum sanjacintodrt.org	F 33.8%	none	none	open

Show all 35

#	Business	Score	Menu	Direct channel	AI crawlers
26	The Buffalo Soldiers National Museum buffalosoldiermuseum.com	F 30.8%	none	none	open
27	Rosenberg Railroad Museum rosenbergrrmuseum.org	F 30.3%	none	none	blocked
28	Byzantine Fresco Chapel Museum byzantinefrescochapel.org	F 25.7%	none	none	blocked
29	Bayou Bend Collection and Gardens mfah.org	F 24.6%	none	own site	blocked
30	Spring Historical Museum oldtownspringshopping.com	F 24.6%	none	own site	blocked
31	John P. McGovern Museum of Health and Medical Science mhms.org	F 15.4%	none	none	blocked
32	Art Car Museum artcarmuseum.com	F 0%	unreachable	none	blocked
33	Bay Area Museum museumbayarea.org	F 0%	unreachable	none	blocked
34	Museum of American Architecture and Decorative Arts hbu.edu	F 0%	unreachable	none	blocked
35	Proctor Museum of Natural Science usersporn.com	F 0%	none	none	blocked

Findings

What the index found in Houston tours, attractions and museums

Menu or price list

none	30
HTML page	2

Direct booking or ordering

none	17
own site	11
third party	2
vendor on own site	2

Site builder

Wordpress	15
Unknown	11
Wix	2
Shopify	1
Squarespace	1
Webflow	1

AI crawlers

Turn at least one away at the edge	16
Block one in robots.txt	1
Turn every visitor without a browser away	6
Did not answer in time	1
Unreachable from our scanner	3
No working site (dead address)	2

Counts are over the 32 reachable sites, latest scan of each. Listings come from OpenStreetMap; businesses without a website of their own are counted but not scanned. 2 more have an address that no longer answers (dead domain, bad certificate or server down); they count next to the businesses without a website and stay out of the ranking.

Month by month

Houston tours, attractions and museums, month by month

A dated page per month, final once the month ends: how many sites turn AI crawlers away, how many take bookings or orders on their own domain, how many score A or B.

Month	Sites scanned	Turn a crawler away	Direct booking or ordering	A or B
October 2026 so far	37	50%	41%	5

Kind

Houston, by kind

Each kind of business is its own index, scanned the same way. This page is the tours, attractions and museums index.

Kind	Businesses	Has a website	Sites scanned	Grades
restaurants and fast food	12,846	8,459	597	A 108 · B 127 · C 106 · D 64 · F 192
cafes and bars	3,084	1,788	180	A 19 · B 22 · C 35 · D 24 · F 80
dentists, clinics and vets	8,296	5,969	196	A 3 · B 73 · C 63 · D 29 · F 28
hairdressers and beauty salons	7,801	3,939	88	A 0 · B 9 · C 31 · D 16 · F 32
tours, attractions and museums this page	2,558	1,921	35	A 0 · B 5 · C 7 · D 8 · F 15

364 of them are outlets of chains: a chain's site is scanned once and counted once in the rankings.

Transactable

Can an agent transact in Houston tours, attractions and museums?

2 of 32 reachable sites expose a rail an agent could transact through: Square 1, UCP profile 1. Measured, not scored.

A rail is a UCP profile, an ACP discovery document, an MCP server card, or an ordering vendor that takes orders placed by assistants (Square and Toast, and any vendor whose terms allow agents). Counted from the latest scan of each site; older scans were not measured. Methodology · vendor terms for agents.