# La Lechonera Restaurant: Agent-Direct Score B (81.5%)

Site: http://www.LaLechoneraRestaurant.com/
Report: https://directindex.org/r/lalechonerarestaurant.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.)
La Lechonera Restaurant is mostly ready for agents.
An AI assistant can open La Lechonera Restaurant's website. It can read what La Lechonera Restaurant offers. It finds a way to book or order directly, through toast.app.

## Direct links
- Menu: https://lalechonerarestaurant.com/#menu
- Phone: +16173230311
- Address: 342 Cummins Hwy, 02131-3928, Roslindale
- Prices: 112 prices on the site, the middle one $8.50

## Nearby, also direct
Places near La Lechonera Restaurant that take a booking or an order on their own website, with no marketplace in between.
- Oasis Cafe (220 m): https://directindex.org/r/oasiscafeslc.com
- La Taqueria Boston (240 m): https://directindex.org/r/lataqueriaboston.com
- Boston House of Pizza (490 m): https://directindex.org/r/bhoproslindale.com
- Flaming Grill and Buffet (520 m): https://directindex.org/r/findflaminggrill.com
- Ramirez Market Eatery (980 m): https://directindex.org/r/tripleeateryma.com

## What to fix first
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **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. Guide: https://directindex.org/guides/llms-txt-for-a-business

## What the site tells visitors (Measured, not scored)
- **112 prices on the landing page, the middle one $8.50.** In Boston, the middle price of comparable sites that show prices is $14.99.

## Fix kit: What to paste

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

```
# La Lechonera Restaurant

> restaurant (puerto rican) in 342 Cummins Hwy, 02131-3928, Roslindale, Boston. Phone +16173230311.

## Book or order directly

- Menu: https://lalechonerarestaurant.com/#menu

## About

- Website: http://www.LaLechoneraRestaurant.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 main AI user agents.
- **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.

## Where it stands
287 of 1416 in Boston. Top 20% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 99% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 58% | yes |
| Have an llms.txt | 33% | no |

Nearest places in the index: Oasis Cafe (D, 224 m, https://directindex.org/r/oasiscafeslc.com); La Taqueria Boston (C, 238 m, https://directindex.org/r/lataqueriaboston.com); Mandarin House (F, 266 m, https://directindex.org/r/mandarinhousesandiego.com); Boston House of Pizza (C, 489 m, https://directindex.org/r/bhoproslindale.com); Flaming Grill and Buffet (C, 524 m, https://directindex.org/r/findflaminggrill.com); Little Caesars Pizza (F, 795 m, https://directindex.org/r/littlecaesars.com); Ramirez Market Eatery (C, 980 m, https://directindex.org/r/tripleeateryma.com); Trolley dogs (F, 1193 m, https://directindex.org/r/trolleydogs.com); Dragon Chef (B, 1277 m, https://directindex.org/r/dragonchefboston.com); Serino's Italian Foods (F, 1286 m, https://directindex.org/r/serinosfoods.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 Boston and named 63 places. La Lechonera Restaurant wasn't one of them. See who was named: https://directindex.org/city/boston/recommended


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 81.5%.

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

## Businesses like La Lechonera Restaurant in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Boston | 1416 | 53% | 37% | 81.5% |
| Sites built with WordPress in Boston | 288 | 64% | 43% | 81.5% |

The best of the sites built with WordPress in Boston: Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Foodgod Truffle Fries (A 100%, https://directindex.org/r/seasideonthepier.com); Mare Oyster Bar (A 100%, https://directindex.org/r/mareoysterbar.com); Trattoria Il Panino (A 100%, https://directindex.org/r/trattoriailpanino.com); Eddie Merlot's (A 96.3%, https://directindex.org/r/eddiemerlots.com).

With the fix above (Ordering through an unrecognised third party), the score would be about 95.4%. That would be 42nd of 1,416 in Boston, up from 287th.

## The direct record
What agents get for La Lechonera Restaurant, as JSON: https://directindex.org/api/direct/lalechonerarestaurant.com
- Book: none on record
- Order: none on record
- Menu: https://lalechonerarestaurant.com/#menu (html_page; from the scan)
- Hours: none on record
- Phone: +16173230311
- Stable links that count: https://directindex.org/go/lalechonerarestaurant.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 (Square, Toast, or a vendor whose terms allow agents): no

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 6 | 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/lalechonerarestaurant.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- AI bot rules in robots.txt: yes
- 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: yes
- 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/lalechonerarestaurant.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/lalechonerarestaurant.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=lalechonerarestaurant.com&force=1