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

Boba & Berry

bobaandberry.com is largely invisible to agents.

Listed by Overture Maps.

CallWebsite

Ways to reach Boba & Berry directly, with no marketplace in between. Checked 2026-11-12. Report a mistake

5216 S Macdill Ave, Tampa 33611 · (813) 804-8119

Nearby, also direct

Places near Boba & Berry that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

Some AI assistants are turned away by Boba & Berry's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

30.3%

19.7 of 65 points available

1/5

agent-readiness level, Basic Web Presence

6

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 Boba & Berry compares

Where it stands

269 of 319 in Tampa cafes and bars

Top 84% of the sites scanned in this index. Just above: Beach House Coffee Company F, Blooming Floral Cafe F. Just below: Buddys Juice Bar F, Coffee Latitudes Cafe & Roastery F.

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

Compared with its peers

Average scoreA or BThis site
Sites built with Weebly 5,395 sites36%1%30.3%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Findy Cigar Company & Hookah Lounge62 mDno
Mad Dogs and Englishmen416 mByes
Friendly Tarpon Tavern530 mFno
Kava Culture South Tampa931 mCno
Craving Donuts1.2 kmDno
Dutch Bros Coffee1.2 kmAyes
The Looounge1.8 kmFno
LULL CAFE1.9 kmFno
Tapper Pub2.3 kmFno
The Local Draught House2.4 kmCno
Businesses like yours

Businesses like Boba & Berry in Tampa cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Tampa cafes and bars31954%32%30.3%
Sites built with Weebly in Tampa cafes and bars832%0%30.3%

After the top fixes

With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 87.2%. That would be 23rd of 319 in Tampa cafes and bars, up from 269th.

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. No booking or ordering link on the website +15 points

    There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. How to fix it

  3. 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

  4. The server turns AI crawlers away at the door +3.3 points

    Requests as ClaudeBot (challenge:attention required) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. How to fix it

  5. Almost no text without JavaScript +2 points

    Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. How to fix it

  6. 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 No rule blocks the main AI user agents.

Builder: weebly · 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