The Direct Index
Report · Baltimore · scanned 2026-11-13

Vivian’s

eatatvivians.com is mostly ready for agents.

Listed by OpenStreetMap.

OrderMenuWebsite

Ways to reach Vivian’s directly, with no marketplace in between. Checked 2026-11-13. Through toast acting for the business. Report a mistake

Hours, from OpenStreetMap: Mon–Fri 08:00–20:00 · Sat–Sun 10:00–20:00

3100 East Baltimore Street, 21224

Nearby, also direct

Places near Vivian’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 Vivian’s's website. What Vivian’s offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through Toast.

80%

52 of 65 points available

1/5

agent-readiness level, Basic Web Presence

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.

The assistants were asked 22 everyday questions about Baltimore and named 91 places. Vivian’s wasn't one of them. See who was named →

Where it stands

How Vivian’s compares

Where it stands

206 of 873 in Baltimore

Top 24% of the sites scanned in this index. Just above: IHOP B, Mayuree Thai Tavern B. Just below: THB Bagelry and Deli B, Chick-fil-A 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 HTML90%no
Let AI crawlers in (no block at the server or in robots.txt)92%yes
Structured data with address, phone and hours65%no
Have an llms.txt34%no

Compared with its peers

Average scoreA or BThis site
Sites built with Squarespace 36,138 sites61%41%80%
Sites using Toast 7,521 sites73%62%80%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Salt american1.2 kmFno
The HappyJack Tavern american1.2 kmCno
Huck's American Craft american1.3 kmDno
Southern Provisions american1.3 kmByes
Of Love & Regret american1.4 kmDno
Peter's Inn american1.8 kmDno
BNI Fells Point AM Maryland USA american2.0 kmDno
Todd Conner's american2.0 kmCyes
Alexander's Tavern american2.0 kmFno
The Admiral's Cup american2.1 kmDno
Businesses like yours

Businesses like Vivian’s in Baltimore

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Baltimore87355%38%80%
Sites built with Squarespace in Baltimore9872%66%80%
Sites using Toast in Baltimore15372%59%80%
Sites built with Squarespace and using Toast in Baltimore3877%79%80%

After the top fixes

With the two fixes above (Menu or price list is a PDF; Structured data is incomplete), the score would be about 87.7%. That would be 85th of 873 in Baltimore, up from 206th.

Findings

What to fix first

  1. Menu or price list is a PDF +3 points

    Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. How to fix it

  2. Structured data is incomplete +2 points

    Missing: telephone. 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 Baltimore. 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, opening hours
  • Ordering through toast on your own domain There's no marketplace commission, and the customer stays yours.
  • Toast works with agents through its partners Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

Builder: squarespace · 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