# Lone Star Taco Bar: Agent-Direct Score B (73.8%)

Site: https://lonestar-boston.com
Report: https://directindex.org/r/lonestar-boston.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.)
Lone Star Taco Bar is mostly ready for agents.

## Direct links
- Order directly: https://lonestar-boston.com/-catering?source=pop_up&spot_id=56063&destination=catering&promotion=catering (on the business's own site)
- Menu: https://lonestar-boston.com/boston-allston-lone-star-taco-bar-allston-food-menu
- Phone: +1 617-782-8226

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Booking only through opentable.** (no points, still worth doing) 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

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Lone Star Taco Bar",
  "url": "https://lonestar-boston.com",
  "telephone": "+1 617-782-8226",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Cambridge Street 479",
    "postalCode": "02134"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3538796,
    "longitude": -71.1370253
  },
  "openingHours": "Mo-Su 11:00-01:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:00",
      "closes": "01:00"
    }
  ],
  "servesCuisine": [
    "mexican"
  ],
  "hasMenu": "https://lonestar-boston.com/boston-allston-lone-star-taco-bar-allston-food-menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://lonestar-boston.com/-catering?source=pop_up&spot_id=56063&destination=catering&promotion=catering",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Lone Star Taco Bar

> restaurant (mexican) in Cambridge Street 479 02134, Boston. Phone +1 617-782-8226.

## Book or order directly

- Order: https://lonestar-boston.com/-catering?source=pop_up&spot_id=56063&destination=catering&promotion=catering (on the business's own site)
- Menu: https://lonestar-boston.com/boston-allston-lone-star-taco-bar-allston-food-menu

## Opening hours

Mo-Su 11:00-01:00

## About

- Website: https://lonestar-boston.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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
275 of 925 in Boston. Top 30% 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) | 92% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 16% | no |

Nearest places with a similar menu: Taqueria El Carrizal (D, 70 m, https://directindex.org/r/taqueriacarrizal.com); Habanero Mexican Grill (F, 360 m, https://directindex.org/r/habaneromexican.com); Bubbakoo's Burritos (B, 606 m, https://directindex.org/r/bubbakoos.com); Sunset Cantina (F, 1694 m, https://directindex.org/r/sunsetboston.com); Los Amigos Taqueria (B, 1852 m, https://directindex.org/r/amigosburritos.com); El Jefe's Taqueria (C, 2572 m, https://directindex.org/r/eljefestaqueria.com); Sol Azteca (C, 2657 m, https://directindex.org/r/donesiciencia.cat); Taqueria El Barrio (F, 3032 m, https://directindex.org/r/taqueriaelbarrio.com); Naco Taco (B, 3332 m, https://directindex.org/r/nacocentral.com); El Pelon (A, 3340 m, https://directindex.org/r/elpelon.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 using OpenTable 67% (42% A or B, 1409 sites); This site 73.8%.

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

## Businesses like Lone Star Taco Bar in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston | 925 | 48% | 37% | 73.8% |
| Using OpenTable in Boston | 51 | 77% | 73% | 73.8% |

The best of Using OpenTable in Boston: Bar Vlaha (A 93.8%, https://directindex.org/r/barvlaha.com); Krasi (A 92.3%, https://directindex.org/r/krasiboston.com); Steel & Rye (A 92.3%, https://directindex.org/r/steelandrye.com); Area Four (A 90.8%, https://directindex.org/r/areafour.com); Metropolis (A 90.8%, https://directindex.org/r/metropolisboston.com).

With the fix above (No structured data for the business) the score would be about 95.4%: 16th of 925 in Boston, up from 275th.

## The direct record
What agents get for Lone Star Taco Bar, as JSON: https://directindex.org/api/direct/lonestar-boston.com
- Book: none on record
- Order: https://lonestar-boston.com/-catering?source=pop_up&spot_id=56063&destination=catering&promotion=catering (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://lonestar-boston.com/boston-allston-lone-star-taco-bar-allston-food-menu (html_page; from the scan)
- Hours: Mo-Su 11:00-01:00 (open now) (from OpenStreetMap)
- Phone: +1 617-782-8226
- Stable links that count: https://directindex.org/go/lonestar-boston.com/order, https://directindex.org/go/lonestar-boston.com/menu

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 15 | 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/lonestar-boston.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: no

Deep report: https://directindex.org/r/lonestar-boston.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=lonestar-boston.com&force=1