Mambos Cafe
mamboscafetampa.com is ready for agents.
Listed by Overture Maps.
Ways to reach Mambos Cafe directly, with no marketplace in between. Checked 2026-11-12. On the business's own site. Report a mistake
Hours, from mamboscafetampa.com: Mon–Fri 06:00–15:00 · Sat 07:00–14:30 · Sun closed
4423 N Armenia Ave, Tampa 33603 · +18138731995
Its menu mentions: vegetarian dishes
Places near Mambos Cafe that take a booking or an order on their own website, with no marketplace in between.
- Krystal1.6 km · burger
- Pollo Tropical2 km · chicken
- L.P.C.X. Cafe2.4 km · colombian
- Chanko2.5 km · japanese
- Moe's Southwest Grill2.8 km · mexican
The website's grade
An AI assistant can open Mambos Cafe's website. It can read what Mambos Cafe offers. It finds a way to book or order directly on the site.
65 of 65 points available
agent-readiness level, Agent-Readable
things to fix
Provisional, with the action test and 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.
The assistants were asked 22 everyday questions about Tampa and named 92 places. Mambos Cafe wasn't one of them. See who was named →
How Mambos Cafe compares
12 of 821 in Tampa
Top 1% of the sites scanned in this index. Just above: Lolis Mexican Cravings A, Louis Pappa's A. Just below: Metro Diner A, Naked Farmer A.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 99% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes |
| Structured data with address, phone and hours | 67% | yes |
| Have an llms.txt | 35% | yes |
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Owner 1,220 sites | 73% | 38% | 100% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Piccola Italia Bistro | 231 m | D | no |
| China Wok chinese | 720 m | F | no |
| Krystal burger | 1.6 km | B | yes |
| Pollo Tropical chicken | 2.0 km | B | yes |
| L.P.C.X. Cafe colombian | 2.4 km | A | yes |
| Chanko japanese | 2.5 km | B | yes |
| Dave's Hot Chicken chicken | 2.7 km | D | no |
| Moe's Southwest Grill mexican | 2.8 km | A | yes |
| Mango's Southern Kitchen + Bar caribbean, southern | 2.8 km | C | no |
| Ming Garden chinese | 2.8 km | C | yes |
Businesses like Mambos Cafe in Tampa
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tampa | 821 | 58% | 42% | 100% |
| Sites built with Owner in Tampa | 3 | 90% | 100% | 100% |
Nothing to fix
Already right
- robots.txt lets AI crawlers in No rule blocks the main AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- Structured data found (Restaurant) address, phone, opening hours
- Menu or price list is an HTML page Agents can read the items and prices.
- Ordering on your own site Agents can order without going through a marketplace.
Builder: owner · contact page /page/cuban-sandwich: nothing new; menu page /menu: ordering via owner, 282 prices
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