# Loco Taqueria & Oyster Bar: Agent-Direct Score A (87.7%)

Site: https://www.locotacoshops.com/
Report: https://directindex.org/r/locotacoshops.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Loco Taqueria & Oyster Bar is ready for agents.

## Direct links
- Order directly: https://order.online/business/loco-taqueria--oyster-bar-3875 (through doordash_storefront acting for the business)
- Menu: https://www.locotacoshops.com/west-palm-menus/
- Phone: +1 857-277-0769

## What to fix first
- **Booking only through opentable.** (+5 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

llms.txt. Save as /llms.txt at the root of the site.

```
# Loco Taqueria & Oyster Bar

> restaurant in Brookline Avenue 61 02215 Boston, Boston. Phone +1 857-277-0769.

## Book or order directly

- Order: https://order.online/business/loco-taqueria--oyster-bar-3875 (through doordash_storefront acting for the business)
- Menu: https://www.locotacoshops.com/west-palm-menus/

## Opening hours

Mo-Fr 11:00-01:00; Sa-Su 10:00-01:00

## About

- Website: https://www.locotacoshops.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (FoodEstablishment).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through doordash_storefront on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
99 of 834 in Boston. Top 12% of the sites scanned in this index.

| What the top tenth 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 | 98% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 42% | yes |
| Have an llms.txt | 18% | no |

Nearest places in the index: Max and Leo's (C, 60 m, https://directindex.org/r/maxandleospizza.com); The Sausage Guy (D, 137 m, https://directindex.org/r/thesausageguy.com); Dell Technologies Club (D, 143 m, https://directindex.org/r/mlb.com); House of Blues (B, 282 m, https://directindex.org/r/houseofblues.com); Eventide FENWAY (C, 282 m, https://directindex.org/r/eventideoysterco.com); Basho (B, 324 m, https://directindex.org/r/bashosushi.com); Honeygrow (A, 329 m, https://directindex.org/r/honeygrow.com); Audubon (D, 343 m, https://directindex.org/r/kemoiptv8ktv.us); Noodle Street (C, 377 m, https://directindex.org/r/noodlestreet.com); Sweet Cheeks Q (A, 386 m, https://directindex.org/r/sweetcheeksq.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites built with BentoBox 84% (96% A or B, 951 sites); Sites using OpenTable 67% (43% A or B, 1462 sites); Sites using DoorDash Storefront 72% (60% A or B, 546 sites); This site 87.7%.

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

## Businesses like Loco Taqueria & Oyster Bar in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston | 834 | 53% | 41% | 87.7% |
| Built with BentoBox in Boston | 64 | 86% | 100% | 87.7% |
| Using OpenTable in Boston | 51 | 77% | 73% | 87.7% |
| Built with BentoBox and using OpenTable in Boston | 11 | 86% | 100% | 87.7% |

The best of Built with BentoBox and using OpenTable in Boston: Area Four (A 90.8%, https://directindex.org/r/areafour.com); Metropolis (A 90.8%, https://directindex.org/r/metropolisboston.com); Bar Mezzana (A 87.7%, https://directindex.org/r/barmezzana.com); OAK Long Bar + Kitchen (A 87.7%, https://directindex.org/r/oaklongbarkitchen.com); Oak Bistro (A 87.7%, https://directindex.org/r/oakbistrorestaurant.com).

With the fix above (Booking only through opentable) the score would be about 95.4%: 16th of 834 in Boston, up from 99th.

## The direct record
What agents get for Loco Taqueria & Oyster Bar, as JSON: https://directindex.org/api/direct/locotacoshops.com
- Book: none on record
- Order: https://order.online/business/loco-taqueria--oyster-bar-3875 (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.locotacoshops.com/west-palm-menus/ (html_page; from the scan)
- Hours: Mo-Fr 11:00-01:00; Sa-Su 10:00-01:00 (closed now) (from OpenStreetMap)
- Phone: +1 857-277-0769
- Stable links that count: https://directindex.org/go/locotacoshops.com/order, https://directindex.org/go/locotacoshops.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- MCP server card (/.well-known/mcp/server-card.json): no
- Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): not measured
- Vendor terms for agents, DoorDash Storefront: Not stated. The terms say nothing about automated use, could not be read on the date given, or the vendor has not been researched yet.

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/locotacoshops.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: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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

Deep report: https://directindex.org/r/locotacoshops.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=locotacoshops.com&force=1