Tampa Museum of Art
tampamuseum.org is partly visible to agents.
Listed by OpenStreetMap · Overture Maps.
Ways to reach Tampa Museum of Art directly, with no marketplace in between. Checked 2026-11-12. On the business's own site. Report a mistake
Hours, from OpenStreetMap · Overture Maps: Mo-Fr 10:00-17:00; Th 10:00-20:00; Sa-Su 10:00-17:00; Nov Th[4] off; Dec 25 off
120 West Gasparilla Plaza, Tampa, FL 33602
Step-free access (OpenStreetMap)
Places near Tampa Museum of Art that take a booking or an order on their own website, with no marketplace in between.
The website's grade
Some AI assistants are turned away by Tampa Museum of Art's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.
52.6 of 80 points available
agent-readiness level, Bot-Aware
things to fix
Action test, 2026-11-12: completed, an agent can get as far as the step before confirming. A Shopify widget renders on the page and can be used without a login.
Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.
What assistants answer
Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.
How Tampa Museum of Art compares
29 of 115 in Tampa tours, attractions and museums
Top 25% of the sites scanned in this index. Just above: Limitlis Exotic & Luxury Rentals C, Tampa Minibus Tours C. Just below: Travel Discoveries C, Nightly Spirits - Ghost Tours & Pub Crawls C.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 92% | yes |
| Publish the menu or price list as HTML | 67% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 83% | no |
| Structured data with address, phone and hours | 0% | no |
| Have an llms.txt | 17% | no |
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 251,600 sites | 55% | 24% | 65.8% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Glazer Children's Museum | 108 m | B | yes |
| Henry B. Plant Museum | 394 m | C | no |
| Tampa Fire Fighters Museum | 774 m | B | yes |
| Tampa Bay History Center | 1.5 km | A | yes |
| Florida Museum of Photographic Arts | 2.5 km | C | yes |
Businesses like Tampa Museum of Art in Tampa tours, attractions and museums
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tampa tours, attractions and museums | 115 | 47% | 17% | 65.8% |
| Sites built with WordPress in Tampa tours, attractions and museums | 5 | 72% | 60% | 65.8% |
After the top fixes
With the three fixes above (Structured data is incomplete; No tickets and prices found; The server turns AI crawlers away at the door), the score would be about 91.6%, which would be first of 115 in Tampa tours, attractions and museums.
What to fix first
- Structured data is incomplete +7 points
Missing: address, telephone, opening hours. How to fix it
- No tickets and prices found +7 points
Agents answer 'what does it cost and when?' from marketplaces instead. Add a page with tickets, times and prices as text, and link to it from the homepage. How to fix it
- The server turns AI crawlers away at the door +6.7 points
Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. How to fix it
- robots.txt blocks GPTBot, ClaudeBot, Google-Extended +3.7 points
These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. How to fix it
- No llms.txt no points, but worth doing
Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in Tampa tours, attractions and museums. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- Structured data found (Organization) no address, phone or hours in it
- Tickets on your own site Agents can buy tickets without going through a marketplace.
Builder: wordpress · contact page /about/: nothing new; booking page /museum-tickets: answered 429 · What to paste
Own this business?
Claiming is free and takes one email to confirm. Then you can correct what assistants are told, and you get a message only when the score changes.
Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
What agents get, and what the site publishes
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes. Show the details