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

Retro House Coffee Bar & Asian Bistro

retrohousetampa.com is partly visible to agents.

Listed by Overture Maps.

OrderCallWebsite

Ways to reach Retro House Coffee Bar & Asian Bistro directly, with no marketplace in between. Checked 2026-11-12. Through square acting for the business. Report a mistake

934 E Henderson Ave, Tampa 33605 · +18138125025

Nearby, also direct

Places near Retro House Coffee Bar & Asian Bistro 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 Retro House Coffee Bar & Asian Bistro's website. What Retro House Coffee Bar & Asian Bistro offers is on another site. It finds a way to book or order directly, through Square.

56.9%

37 of 65 points available

0/5

agent-readiness level, Not Ready

3

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.

Where it stands

How Retro House Coffee Bar & Asian Bistro compares

Where it stands

164 of 320 in Tampa cafes and bars

Top 51% of the sites scanned in this index. Just above: Casa Uba Cigars C, Pink Pony C. Just below: Sunova Beach C, The Local Draught House C.

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

Compared with its peers

Average scoreA or BThis site
Sites using Square 5,448 sites65%42%56.9%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
La Sétima Club87 mCyes
New World Brewery556 mDno
La Faraona Cigar Lounge556 mDno
Sky Puppy Brewing563 mFno
Cafe Quiquiriqui coffee_shop, pastry633 mCyes
BarrieHaus Beer Co673 mByes
Copper Shaker756 mBno
Spookeasy Kava Lounge kava769 mAyes
Bradley's on 7th780 mFno
Zodiac790 mByes
Businesses like yours

Businesses like Retro House Coffee Bar & Asian Bistro in Tampa cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Tampa cafes and bars32053%32%56.9%
Sites using Square in Tampa cafes and bars1070%50%56.9%

After the top fixes

With the two fixes above (No structured data for the business; Menu or price list is on another site), the score would be about 87.7%. That would be 15th of 320 in Tampa cafes and bars, up from 164th.

Findings

What to fix first

  1. 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

  2. Menu or price list is on another site +5 points

    The link goes to canva.com, so that site gets the credit and the visits. 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

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.
  • Ordering through square on your own domain There's no marketplace commission, and the customer stays yours.

Builder: unknown · contact page /about: 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