# Main Street Cafe: Agent-Direct Score F (30.8%)

Site: http://mainstreetcafe.org/
Report: https://directindex.org/r/mainstreetcafe.org
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.)
Main Street Cafe is largely invisible to agents.
An AI assistant can open Main Street Cafe's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

## Direct links
- Phone: (972) 228-9105
- Address: 8787 S Lancaster Rd, 75241, Dallas

## Nearby, also direct
Places near Main Street Cafe that take a booking or an order on their own website, with no marketplace in between.
- Tacos La Welta (150 m): https://directindex.org/r/tacoslawelta.com
- Dallas Freightliner-Western Star (2.8 km): https://directindex.org/r/premiertruck.com
- PT's Fried Chicken and Fish (3.6 km): https://directindex.org/r/tryotter.com
- The Juicy Pig (3.8 km): https://directindex.org/r/juicypigdenton.com

## What to fix first
- **No structured data for the business.** (+15 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it.
- **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **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

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Main Street Cafe",
  "url": "http://mainstreetcafe.org/",
  "telephone": "(972) 228-9105",
  "address": "8787 S Lancaster Rd, 75241, Dallas",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 32.642201801024356,
    "longitude": -96.7802518055742
  }
}
</script>
```

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

```
# Main Street Cafe

> local business in 8787 S Lancaster Rd, 75241, Dallas, Dallas. Phone (972) 228-9105.

## About

- Website: http://mainstreetcafe.org/
- 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.

## Where it stands
1477 of 1833 in Dallas. Top 81% 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 | 94% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 68% | no |
| Have an llms.txt | 44% | no |

Nearest places in the index: JJ's Chicken and Rice and Chinese Wok (C, 139 m, https://directindex.org/r/jjschinesetx.site); Tacos La Welta (A, 148 m, https://directindex.org/r/tacoslawelta.com); Dallas Freightliner-Western Star (F, 2760 m, https://directindex.org/r/premiertruck.com); PT's Fried Chicken and Fish (A, 3613 m, https://directindex.org/r/tryotter.com); The Juicy Pig (C, 3788 m, https://directindex.org/r/juicypigdenton.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. Main Street Cafe wasn't one of them. See who was named: https://directindex.org/city/dallas/recommended


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

## Businesses like Main Street Cafe in Dallas

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Dallas | 1833 | 55% | 36% | 30.8% |

The best of the businesses of the same kind in Dallas: AJ Greek & Gyro (A 100%, https://directindex.org/r/orderajgreekandgyro.com); Asian Street Food (A 100%, https://directindex.org/r/asianstreetfood.us); Awake (A 100%, https://directindex.org/r/awakerestaurants.com); Back Country BBQ (A 100%, https://directindex.org/r/backcountrybbq.com); Banna Restaurant and Bar (A 100%, https://directindex.org/r/bannarestaurant.com).

With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 87.7%. That would be 220th of 1,833 in Dallas, up from 1477th.

## The direct record
What agents get for Main Street Cafe, as JSON: https://directindex.org/api/direct/mainstreetcafe.org
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: (972) 228-9105

## 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 | 20 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 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/mainstreetcafe.org
- 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: 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: 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

Keep watching this business (https://directindex.org/r/mainstreetcafe.org/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/mainstreetcafe.org/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=mainstreetcafe.org&force=1
