The Direct Index
Report · Tampa · scanned 2026-11-12

The Flan Factory

flanfactory.com is mostly ready for agents.

Listed by OpenStreetMap · Overture Maps.

OrderMenuCallWebsite

Ways to reach The Flan Factory directly, with no marketplace in between. Checked 2026-11-12. Through square acting for the business. Report a mistake

1718 North Nebraska Avenue, Tampa, FL 33602 · +1-813-402-2400

Nearby, also direct

Places near The Flan Factory 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 The Flan Factory's website. It can read what The Flan Factory offers. It finds a way to book or order directly, through Square.

83.1%

54 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

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 →

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.

The assistants were asked 22 everyday questions about Tampa and named 92 places. The Flan Factory wasn't one of them. See who was named →

Where it stands

How The Flan Factory compares

Where it stands

179 of 821 in Tampa

Top 22% of the sites scanned in this index. Just above: Sus Hi Eatstation B, That's Wat'Sub B. Just below: Urban Cantina B, Xtreme Tacos Food Truck 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 HTML99%yes
Let AI crawlers in (no block at the server or in robots.txt)93%yes
Structured data with address, phone and hours67%no
Have an llms.txt35%yes

Compared with its peers

Average scoreA or BThis site
Sites built with Wix 50,657 sites51%28%83.1%
Sites using Square 5,448 sites65%42%83.1%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
The Bricks Ybor american692 mFno
Buffalo Wild Wings wings1.1 kmDno
Ocean Ink: Raw Bar seafood1.1 kmCno
Jimmy's Tacos tex-mex1.1 kmByes
El Puerto Restaurant & Grill argentinian1.1 kmAyes
Bernini italian1.1 kmDno
Rasoi indian1.1 kmCyes
Pepper’s Island Restaurant1.1 kmDno
Ebbe swedish1.1 kmFno
Due Amici pizza, italian1.2 kmAyes
Businesses like yours

Businesses like The Flan Factory in Tampa

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Tampa82158%42%83.1%
Sites built with Wix in Tampa1269%50%83.1%
Sites using Square in Tampa480%100%83.1%
Sites built with Wix and using Square in Tampa183%100%83.1%

After the top fixes

With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 111th of 821 in Tampa, up from 179th.

Findings

What to fix first

  1. Structured data is incomplete +3 points

    Missing: opening hours. How to fix it

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

    The site shows 8134869276, but OpenStreetMap or Overture Maps lists +1-813-402-2400. 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. List your agency or yourself. It's free, and every listing is reviewed by hand.

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 (LocalBusiness) address, phone
  • Menu or price list is an HTML page Agents can read the items and prices.
  • Ordering through square on your own domain There's no marketplace commission, and the customer stays yours.

Builder: wix · contact page /contact-us: nothing new; menu page /menu: almost no text without JavaScript · 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