The Direct Index
City index · US · scans continue hourly

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

Every tour operator, attraction and museum in Miami with its own website, scanned the same way. 20 of 21 scanned so far.

67

businesses in OpenStreetMap

21

have their own website on record

35%

of reachable sites turn an AI crawler away at the edge

4

score A or B so far

A 0 · B 4 · C 11 · D 1 · F 4

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

Findings

What the index found in Miami tours, attractions and museums

Menu or price list
none16
HTML page1
Direct booking or ordering
own site12
none2
third party2
vendor on own site1
Site builder
Wordpress10
Unknown5
Squarespace1
Webflow1
AI crawlers
Turn at least one away at the edge6
Block one in robots.txt0
Turn every visitor without a browser away3
Did not answer in time0
Unreachable from our scanner3
No working site (dead address)1

Counts are over the 17 reachable sites, latest scan of each. Listings come from OpenStreetMap; businesses without a website of their own are counted but not scanned. 1 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.

Kind

Miami, by kind

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

KindBusinessesOwn siteSites scannedGrades
restaurants and fast food763255226

A 39 · B 70 · C 36 · D 14 · F 67

cafes and bars1916356

A 7 · B 12 · C 9 · D 6 · F 22

hairdressers and beauty salons662420

A 0 · B 1 · C 9 · D 2 · F 8

dentists, clinics and vets542828

A 1 · B 11 · C 4 · D 4 · F 8

tours, attractions and museums
this page
672120

A 0 · B 4 · C 11 · D 1 · F 4

Month by month

Miami 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.

MonthSites scannedTurn a crawler awayDirect booking or orderingA or B
October 2026 so far2135%76%4
Month by month

Miami tours, attractions and museums, month by month: the chart

Miami tours, attractions and museums, month by month0%50%100%Oct 26Direct booking or ordering 76%Turn a crawler away 35%A or B 19% Miami tours, attractions and museums: Sites scanned02550Oct 26Sites scanned 21

October 2026 so far: 35% of reachable sites turn a crawler away, 76% take a booking or an order on their own domain, 4 score A or B. The chart gains a point each month.

Transactable

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

0 of 17 reachable sites expose a rail an agent could transact through. 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.

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 →

#BusinessScoreMenuDirect channelAI crawlers
1Miami Children's Museum
miamichildrensmuseum.org
B 84.6%noneown siteopen
2Patricia and Phillip Frost Museum of Science
frostscience.org
B 84.6%noneown siteopen
3Thriller Miami Speedboat Adventures
thrillermiami.com
B 77.5%noneown siteopen
4HistoryMiami Museum
museumofmiami.org
B 75.4%noneown siteopen
5Normandy Isle Park & Pool
miamibeachfl.gov
C 63.1%nonethird partyopen
6Bay of Pigs Museum
bayofpigsbrigade2506.com
C 61.5%noneown siteopen
7Laser Airlines
laserairlines.com
C 61.5%noneown siteopen
8The Historic Hampton House
historichamptonhouse.org
C 61.5%noneown siteopen
9Here You Travel
hereyoutravel.com
C 61.3%noneown siteopen
10American Museum of the Cuban Diaspora
thecuban.org
C 60.4%noneown siteblocked
11VaCuba
vacuba.com
C 60%noneown siteopen
12Venetian Pool
coralgables.com
C 60%HTML pagethird partyopen
13Institute of Contemporary Art, Miami
icamiami.org
C 58.8%noneown siteopen
14PARADOX Museum Miami
paradoxmuseum.com
C 58.8%noneown siteopen
15Doral Travel International in Miami
doraltravelint.com
C 55.4%nonenoneopen
16Coral Gables Museum
coralgablesmuseum.org
D 40%nonevendor on own siteblocked
17Lowe Art Museum
miami.edu
F 38%nonenoneblocked
18Museum of the Americas
museumamericas.com
F 0%unreachablenoneblocked
19Pérez Art Museum Miami
pamm.org
F 0%unreachablenoneblocked
20Villa Vizcaya
vizcaya.org
F 0%unreachablenoneblocked