The Direct Index
Report · Cancún · scanned 2026-11-15

Fred's House American Seafood & Oyster Bar

fredshouserestaurant.com is ready for agents.

Listed by Overture Maps.

BookMenuCallWebsite

Ways to reach Fred's House American Seafood & Oyster Bar directly, with no marketplace in between. Checked 2026-11-15. On the business's own site. Report a mistake

Hours, from fredshouserestaurant.com: Mon–Sun 12:00–00:00

Blvd. Kukulkán km 14.6., 77500, Cancún · 998 840 6466

Languages: English, Spanish

Esta página en español

Nearby, also direct

Places near Fred's House American Seafood & Oyster Bar 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 Fred's House American Seafood & Oyster Bar's website. It can read what Fred's House American Seafood & Oyster Bar offers. It finds a way to book or order directly on the site.

100%

65 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 →

Named by assistants

Named by ChatGPT for 3 questions, including "Seafood dinner with a view, table for four this week" in Cancún, November 2026

Each assistant was asked the way people ask, with web search on, for up to three places in Cancún and a link to each one's own site. This business was named in 3 answers, by 1 of the 2 assistants asked.

QuestionNamed byAsked
Seafood dinner with a view, table for four this week.ChatGPT with a link to this site2026-11-15
Birthday dinner for eight on Friday. I want to book online.ChatGPT with a link to this site2026-11-15
Somewhere good that's actually open on Monday evening, book a table.ChatGPT with a link to this site2026-11-15

Every place named in Cancún, question by question.

Show it

The badge shows how many of the assistants asked named this business, and the month. It updates after every round.

Named by 1 of 2 assistants, Direct Index

<a href="https://directindex.org/r/fredshouserestaurant.com"><img src="https://directindex.org/badge/named/fredshouserestaurant.com.svg" alt="Named by 1 of 2 assistants, Direct Index" width="300" height="40"></a>
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.

Recommended when people ask:
“Seafood dinner with a view, table for four this week.” (ChatGPT, with a link to this site)
“Birthday dinner for eight on Friday. I want to book online.” (ChatGPT, with a link to this site)
“Somewhere good that's actually open on Monday evening, book a table.” (ChatGPT, with a link to this site)

Where it stands

How Fred's House American Seafood & Oyster Bar compares

Where it stands

Not ranked yet in Cancún

The ranking updates every hour. This site joins it at the next update.

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Crab House seafood36 mAyes
Bluewater Grill seafood514 mBno
Pina Colada seafood1.4 kmCyes
Puerto Santo Laguna Sunset seafood1.4 kmByes
Fred's House & Seafood Market seafood1.7 kmFno
SOPHIA MIA | Buffet Mar & Tierra Mexicano seafood2.1 kmCyes
El Fish Fritanga mexican, seafood2.2 kmBno
Findings

What to fix first

  1. 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

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

    The site shows +529982516535, but OpenStreetMap or Overture Maps lists 998 840 6466. 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 Cancún. 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 (Restaurant) address, phone, opening hours
  • Menu or price list is an HTML page Agents can read the items and prices.
  • Booking on your own site Agents can book without going through a marketplace.

Builder: unknown · menu page /menu/: nothing new; booking page /reservaciones/: phone · 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