Mandarin Heights
cltampa.com is largely invisible to agents.
Listed by OpenStreetMap · Overture Maps.
Ways to reach Mandarin Heights directly, with no marketplace in between. Checked 2026-11-12. Report a mistake
Places near Mandarin Heights that take a booking or an order on their own website, with no marketplace in between.
- The Salty80 m
- Independent Bar & Cafe1000 m · american
The website's grade
An AI assistant can open Mandarin Heights's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.
23 of 65 points available
agent-readiness level, Not Ready
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.
How Mandarin Heights compares
242 of 320 in Tampa cafes and bars
Top 76% of the sites scanned in this index. Just above: La La's Sangria Bar F, M&R Café Southern Cuisine F. Just below: Moxies Cafe and Caterer F, North 30th Sports Pub & Grille F.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 100% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 33% | no |
| Have an llms.txt | 48% | no |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| The Salty | 83 m | B | yes |
| Bula Kavananda Kava Bar & Coffee House | 100 m | D | no |
| Social House | 444 m | F | no |
| Ology Brewing | 469 m | F | no |
| Grassroots Kava House coffee_shop | 659 m | F | no |
| Velvet Gyspsy | 711 m | F | no |
| Spaddy's Coffee Seminole Heights coffee_shop | 754 m | F | no |
| Common Dialect Beerworks | 980 m | C | no |
| Independent Bar & Cafe american | 997 m | B | yes |
| Before and After Sound Lab and Co-create Space | 1.1 km | D | no |
Businesses like Mandarin Heights in Tampa cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tampa cafes and bars | 320 | 53% | 32% | 35.4% |
After the top fixes
With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 92.3%. That would be 6th of 320 in Tampa cafes and bars, up from 242nd.
What to fix first
- No structured data for the business +15 points
Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it
- No booking or ordering link on the website +15 points
There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. How to fix it
- No menu or price list found +7 points
Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. How to fix it
- Almost no text without JavaScript +2 points
Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. 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 cafes and bars. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- robots.txt lets AI crawlers in There's no robots.txt, which means everything is allowed.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
Builder: unknown · almost no text without JavaScript · 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