# Mesa Rosa: Agent-Direct Score B (84.6%)

Site: http://mesarosa.com/
Report: https://directindex.org/r/mesarosa.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.)
Mesa Rosa is mostly ready for agents.
An AI assistant can open Mesa Rosa's website. It can read what Mesa Rosa offers. It finds a way to book or order directly, through SpotOn.

## Direct links
- Book directly: https://order.spoton.com/so-mesa-rosa-mexican-restaurant-austin-27120/austin-tx/6997768d2dd3e305cc38bb5f (through spoton acting for the business)
- Order directly: https://www.order.store/store/mesa-rosa-mexican-restaurant-620/V0VVUZwvUkKDg_AUfT5yBA (through ubereats_storefront acting for the business)
- Menu: https://www.mesarosa.com/menu
- Phone: (512) 335-3335
- Address: 10700 Anderson Mill Rd, 78750, Austin

## Nearby, also direct
Places near Mesa Rosa that take a booking or an order on their own website, with no marketplace in between.
- Michi Ramen (20 m): https://directindex.org/r/michiramen.com
- Pizza Roma (430 m): https://directindex.org/r/pizzeriaromaatx.com
- Interstellar BBQ (1.6 km): https://directindex.org/r/theinterstellarbbq.com
- Laredo Taco Company (1.7 km): https://directindex.org/r/laredotacocompany.com
- DQ Grill & Chill (1.7 km): https://directindex.org/r/dairyqueen.com

## What to fix first
- **Structured data is incomplete.** (+5 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Restaurant",
  "name": "Mesa Rosa",
  "url": "http://mesarosa.com/",
  "telephone": "(512) 335-3335",
  "address": "10700 Anderson Mill Rd, 78750, Austin",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 30.447322427113676,
    "longitude": -97.81038221245377
  },
  "servesCuisine": [
    "mexican"
  ],
  "acceptsReservations": "https://order.spoton.com/so-mesa-rosa-mexican-restaurant-austin-27120/austin-tx/6997768d2dd3e305cc38bb5f",
  "hasMenu": "https://www.mesarosa.com/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.spoton.com/so-mesa-rosa-mexican-restaurant-austin-27120/austin-tx/6997768d2dd3e305cc38bb5f",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.order.store/store/mesa-rosa-mexican-restaurant-620/V0VVUZwvUkKDg_AUfT5yBA",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## 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
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through spoton on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Ordering through ubereats_storefront on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
253 of 1628 in Austin. Top 16% 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% | yes |
| Publish the menu or price list as HTML | 92% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 61% | no |
| Have an llms.txt | 33% | yes |

Nearest places in the index: Michi Ramen (C, 22 m, https://directindex.org/r/michiramen.com); Pizza Roma (C, 425 m, https://directindex.org/r/pizzeriaromaatx.com); Sarpino's Pizzeria (F, 514 m, https://directindex.org/r/sarpinospizzeriacedarpark.com); Interstellar BBQ (C, 1638 m, https://directindex.org/r/theinterstellarbbq.com); Almarah Mediterranean Cuisine (D, 1641 m, https://directindex.org/r/almarahgrill.com); Noble Sandwich Co. (D, 1645 m, https://directindex.org/r/noblesandwiches.com); Laredo Taco Company (C, 1655 m, https://directindex.org/r/laredotacocompany.com); DQ Grill & Chill (C, 1694 m, https://directindex.org/r/dairyqueen.com); Duff's Famous Wings (C, 1702 m, https://directindex.org/r/duffswings.com); Fowler's Sports Bar (F, 1713 m, https://directindex.org/r/rcfowlers.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 Austin and named 64 places. Mesa Rosa wasn't one of them. See who was named: https://directindex.org/city/austin/recommended


Compared with its peers: Sites built with Webflow 57% (23% A or B, 6169 sites); Sites using SpotOn 70% (36% A or B, 440 sites); This site 84.6%.

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

## Businesses like Mesa Rosa in Austin

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Austin | 1628 | 53% | 37% | 84.6% |
| Sites built with Webflow in Austin | 40 | 64% | 38% | 84.6% |
| Sites using SpotOn in Austin | 95 | 78% | 71% | 84.6% |
| Sites built with Webflow and using SpotOn in Austin | 3 | 75% | 67% | 84.6% |

The best of the sites using SpotOn in Austin: La Mancha (A 100%, https://directindex.org/r/lamanchatexmex.com); Austin Java (A 95.4%, https://directindex.org/r/austinjava.com); Buenos Sabores (A 95.4%, https://directindex.org/r/buenossabores.co); Gyro Fusion (A 95.4%, https://directindex.org/r/gyrofusionatx.com); Habesha Ethiopian Restaurant and Bar (A 95.4%, https://directindex.org/r/habeshaaustin.com).

With the fix above (Structured data is incomplete), the score would be about 92.3%. That would be 77th of 1,628 in Austin, up from 253rd.

## The direct record
What agents get for Mesa Rosa, as JSON: https://directindex.org/api/direct/mesarosa.com
- Book: https://order.spoton.com/so-mesa-rosa-mexican-restaurant-austin-27120/austin-tx/6997768d2dd3e305cc38bb5f (vendor on own site: SpotOn; found by the scan of 2026-10-23, not yet tested)
- Order: https://www.order.store/store/mesa-rosa-mexican-restaurant-620/V0VVUZwvUkKDg_AUfT5yBA (vendor on own site: Uber Eats Storefront; found by the scan of 2026-10-23, not yet tested)
- Menu: https://www.mesarosa.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: (512) 335-3335
- Stable links that count: https://directindex.org/go/mesarosa.com/book, https://directindex.org/go/mesarosa.com/order, https://directindex.org/go/mesarosa.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
- Vendor terms for agents, SpotOn: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

Found one hop past the home page: menu page /menu: almost no text without JavaScript.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 20 | 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/mesarosa.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/mesarosa.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/mesarosa.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=mesarosa.com&force=1