The Direct Index
Report · Tampa cafes and bars · scanned 2026-11-12

Auntie O's Café

auntieocafe.com is mostly ready for agents.

Listed by Overture Maps.

OrderCallWebsite

Ways to reach Auntie O's Café directly, with no marketplace in between. Checked 2026-11-12. On the business's own site. Report a mistake

5005 W Laurel St, Tampa 33607 · +18133856691

Nearby, also direct

Places near Auntie O's Café that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

An AI assistant can open Auntie O's Café'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.

75.4%

49 of 65 points available

0/5

agent-readiness level, Not Ready

4

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.

See what an AI agent reads on this site →

What the site tells visitors Measured, not scored

These don't change the grade.

The footer says © 2023.

Visitors and assistants may read that year as the last time anyone looked after the site.

Every city compared →
Assistants

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.

Where it stands

How Auntie O's Café compares

Where it stands

72 of 320 in Tampa cafes and bars

Top 23% of the sites scanned in this index. Just above: Zodiac B, BarrieHaus Beer Co B. Just below: Cafe 124 B, Grove Soho B.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML100%no
Let AI crawlers in (no block at the server or in robots.txt)94%yes
Structured data with address, phone and hours33%no
Have an llms.txt48%no

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
The Capital Grille647 mFno
Cafe Luna660 mFno
The Sapphire Tampa989 mAyes
Mitchell's Fish Market1.2 kmBno
Beef 'O' Brady's1.3 kmFno
The Blind Tiger Cafe1.3 kmDyes
Bar Louie1.3 kmAyes
Shula's No Name Lounge1.4 kmByes
Moxie's Cafe & Deli1.7 kmDyes
Corona Cigar Company & J.C. Newman Diamond Crown Lounge1.8 kmByes
Businesses like yours

Businesses like Auntie O's Café in Tampa cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Tampa cafes and bars32053%32%75.4%

After the top fixes

With the two fixes above (No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 5th of 320 in Tampa cafes and bars, up from 72nd.

Findings

What to fix first

  1. 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

  2. Structured data is incomplete +6 points

    Missing: address, telephone, opening hours. How to fix it

  3. 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

  4. The phone number on the site doesn't match the open map data

    The site shows 8132529243, but OpenStreetMap or Overture Maps lists +18133856691. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

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.
  • Structured data found (Organization) no address, phone or hours in it
  • Ordering on your own site Agents can order without going through a marketplace.

Builder: unknown · booking page /list/auntieocafe-address/eat: nothing new · What to paste

Owners

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.

· Markdown · Dispute a check

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.

Show the score

For developers and agents

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