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

Louis Pappa's

louispappas.com is ready for agents.

Listed by OpenStreetMap · Overture Maps.

OrderMenuCallWebsite

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

Hours, from louispappas.com: Mon–Sun 11:00–20:00

(813) 839-0000

Its menu mentions: vegetarian dishes

Nearby, also direct

Places near Louis Pappa's 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 Louis Pappa's's website. It can read what Louis Pappa's offers. It finds a way to book or order directly on the site.

100%

80 of 80 points available

1/5

agent-readiness level, Basic Web Presence

0

things to fix

Action test, 2026-11-12: completed, an agent can get as far as the step before confirming. Date, time and party-size controls are on the page, so an agent can get to the confirmation step.

Provisional, with 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. Louis Pappa's wasn't one of them. See who was named →

Where it stands

How Louis Pappa's compares

Where it stands

11 of 821 in Tampa

Top 1% of the sites scanned in this index. Just above: Kobe Japanese Steakhouse A, Lolis Mexican Cravings A. Just below: Mambos Cafe A, Metro Diner A.

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%yes
Have an llms.txt35%yes

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Bavaro's pizza4 mByes
Ulele6 mCyes
Goody Goody burger8 mCno
Pei Wei asian616 mAyes
New York New York Pizza pizza672 mAyes
Burger 21 burger693 mByes
Auntie Anne's pretzel794 mCyes
The Cheesecake Factory american2.1 kmByes
Brio italian2.2 kmByes
The Pub fish_and_chips2.2 kmBno
Businesses like yours

Businesses like Louis Pappa's in Tampa

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Tampa82158%42%100%
Findings

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: unknown · contact page /contact: nothing new; menu page /menu: 50 menu items in JSON-LD; booking page /catering: nothing new

    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