# Lovers Seafood and Fish Market: Agent-Direct Score A (92.3%)

Site: http://www.loversseafoodmarket.com/
Report: https://directindex.org/r/loversseafoodmarket.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Lovers Seafood and Fish Market is ready for agents.
An AI assistant can open Lovers Seafood and Fish Market's website. It can read what Lovers Seafood and Fish Market offers. To book or order, it is sent to OpenTable, a marketplace.

## Direct links
- Order directly: https://order.toasttab.com/online/lovers-seafood-2025 (through toast acting for the business)
- Menu: https://loversseafoodmarket.com/menu
- Phone: 214-414-9880
- Prices: 6 prices on the site, the middle one $4.00

## Nearby, also direct
Places near Lovers Seafood and Fish Market that take a booking or an order on their own website, with no marketplace in between.
- Shinsei Restaurant (140 m): https://directindex.org/r/shinseirestaurant.com
- Rise No. 1 (210 m): https://directindex.org/r/risesouffle.com
- Dunston's Steakhouse (240 m): https://directindex.org/r/dunstonssteakhouse.com
- Drake's Hollywood (270 m): https://directindex.org/r/drakeshollywood.com
- José (320 m): https://directindex.org/r/jose.mx

## What to fix first
- **Booking only through opentable.** (+5 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website

## What the site tells visitors (Measured, not scored)
- **6 prices on the landing page, the middle one $4.00.** In Dallas, the middle price of comparable sites that show prices is $11.00.

## 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.
- **Structured data found (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **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.

## Where it stands
Not ranked yet in Dallas.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 94% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 68% | yes |
| Have an llms.txt | 44% | yes |

Nearest places in the index: Shinsei Restaurant (A, 136 m, https://directindex.org/r/shinseirestaurant.com); Rise No. 1 (B, 212 m, https://directindex.org/r/risesouffle.com); Bijoux (C, 235 m, https://directindex.org/r/bijouxrestaurant.com); Dunston's Steakhouse (A, 241 m, https://directindex.org/r/dunstonssteakhouse.com); Drake's Hollywood (A, 267 m, https://directindex.org/r/drakeshollywood.com); José (B, 320 m, https://directindex.org/r/jose.mx); Doughbird (A, 384 m, https://directindex.org/r/eatdoughbird.com); Adios Fajitas - Lovers Ln (A, 387 m, https://directindex.org/r/adiosfajitas.com); O and S First Investments (F, 433 m, https://directindex.org/r/qdoba.com); Cafe Express (B, 451 m, https://directindex.org/r/cafe-express.com).

## What assistants answer
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 12 everyday questions about Dallas and named 89 places. Lovers Seafood and Fish Market wasn't one of them. See who was named: https://directindex.org/city/dallas/recommended


Compared with its peers: Sites using OpenTable 69% (51% A or B, 6523 sites); Sites using Toast 73% (62% A or B, 6735 sites); This site 92.3%.

See what an AI agent reads on this site: https://directindex.org/r/loversseafoodmarket.com/agent-view

## Businesses like Lovers Seafood and Fish Market in Dallas

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites using OpenTable in Dallas | 92 | 75% | 63% | 92.3% |

The best of the sites using OpenTable in Dallas: Mi Cocina (A 100%, https://directindex.org/r/micocina.com); Namak Indian Restaurant (A 100%, https://directindex.org/r/namakdallas.com); Bobbie's Airway Grill (A 96.3%, https://directindex.org/r/bobbiesrestaurant.com); Brentwood Restaurant (A 96.3%, https://directindex.org/r/brentwooddallas.com); Blue Goose Cantina Mexican Restaurant (A 95.4%, https://directindex.org/r/bluegoosecantina.com).

## The direct record
What agents get for Lovers Seafood and Fish Market, as JSON: https://directindex.org/api/direct/loversseafoodmarket.com
- Book: none on record
- Order: https://order.toasttab.com/online/lovers-seafood-2025 (vendor on own site: Toast; found by the scan of 2026-10-23, not yet tested)
- Menu: https://loversseafoodmarket.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: 214-414-9880
- Stable links that count: https://directindex.org/go/loversseafoodmarket.com/order, https://directindex.org/go/loversseafoodmarket.com/menu

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): no
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- MCP server card (/.well-known/mcp/server-card.json): no
- Ordering vendor that takes agent orders (Toast): yes
- Vendor terms for agents, Toast: Through 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. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/loversseafoodmarket.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: yes
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/loversseafoodmarket.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/loversseafoodmarket.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=loversseafoodmarket.com&force=1