# Pinto Thai Restaurant: Agent-Direct Score D (50.8%)

Site: https://www.pinto-thai.com/
Report: https://directindex.org/r/pinto-thai.com
Scanned: 2026-11-12 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Pinto Thai Restaurant is hard for agents to use.
An AI assistant can open Pinto Thai Restaurant's website. What Pinto Thai Restaurant offers is on another site. To book or order, it is sent to OpenTable, a marketplace.

## Direct links
- Phone: +18133745378
- Address: 4205 S MacDill Ave, Tampa 33611

## Nearby, also direct
Places near Pinto Thai Restaurant that take a booking or an order on their own website, with no marketplace in between.
- Caffe Paradiso (10 m): https://directindex.org/r/paradisotampa.com
- Himes Breakfast House (820 m): https://directindex.org/r/himesbreakfasthouse.com
- CiCi's Pizza (960 m): https://directindex.org/r/cicis.com
- Mad Dogs and Englishmen (1.2 km): https://directindex.org/r/maddogs.com
- Another Broken Egg Cafe (1.2 km): https://directindex.org/r/anotherbrokenegg.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
- **Booking only through opentable.** (+9 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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
- **Menu or price list is on another site.** (+5 points) The link goes to activemenus.com, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai

## 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": "Pinto Thai Restaurant",
  "url": "https://www.pinto-thai.com/",
  "telephone": "+18133745378",
  "address": "4205 S MacDill Ave, Tampa 33611",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 27.903545545043837,
    "longitude": -82.49424044556048
  }
}
</script>
```

## 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
525 of 821 in Tampa. Top 64% 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% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes |
| Structured data with address, phone and hours | 67% | no |
| Have an llms.txt | 35% | yes |

Nearest places in the index: Bar Ten Tampa (B, 4 m, https://directindex.org/r/cheesepleasetampa.com); Caffe Paradiso (A, 14 m, https://directindex.org/r/paradisotampa.com); Guac n Cheese Mexican Grill (F, 179 m, https://directindex.org/r/guacncheese.com); Himes Breakfast House (D, 824 m, https://directindex.org/r/himesbreakfasthouse.com); Potbellies Family Restaurant (F, 827 m, https://directindex.org/r/weebly.com); CiCi's Pizza (B, 959 m, https://directindex.org/r/cicis.com); The Colonnade (F, 1016 m, https://directindex.org/r/thenade.com); El Cafetal Bakery and Restaurant (C, 1118 m, https://directindex.org/r/orderelcafetal.com); Mad Dogs and Englishmen (B, 1208 m, https://directindex.org/r/maddogs.com); Another Broken Egg Cafe (A, 1235 m, https://directindex.org/r/anotherbrokenegg.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 22 everyday questions about Tampa and named 92 places. Pinto Thai Restaurant wasn't one of them. See who was named: https://directindex.org/city/tampa/recommended


Compared with its peers: Sites built with Wix 52% (28% A or B, 52613 sites); Sites using OpenTable 69% (51% A or B, 6963 sites); This site 50.8%.

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

## Businesses like Pinto Thai Restaurant in Tampa

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tampa | 821 | 58% | 42% | 50.8% |
| Sites built with Wix in Tampa | 42 | 69% | 52% | 50.8% |
| Sites using OpenTable in Tampa | 51 | 74% | 61% | 50.8% |
| Sites built with Wix and using OpenTable in Tampa | 2 | 70% | 50% | 50.8% |

The best of the sites using OpenTable in Tampa: Boulon Brasserie (A 100%, https://directindex.org/r/boulontampa.com); Forbici (A 100%, https://directindex.org/r/eatforbici.com); Kobe Japanese Steakhouse (A 100%, https://directindex.org/r/kobesteakhouse.com); Union New American (A 100%, https://directindex.org/r/uniontampa.com); Whiskey Joe's Bar & Grill (A 100%, https://directindex.org/r/thewhiskeyjoes.com).

With the three fixes above (No structured data for the business; Booking only through opentable; Ordering through an unrecognised third party), the score would be about 100%, which would be first of 821 in Tampa.

## The direct record
What agents get for Pinto Thai Restaurant, as JSON: https://directindex.org/api/direct/pinto-thai.com
- Book: none on record
- Order: none on record
- Menu: https://pintothai.activemenus.com/order/restaurant/pinto-thai-menu/129394 (external; from the scan)
- Hours: none on record
- Phone: +18133745378
- Stable links that count: https://directindex.org/go/pinto-thai.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): yes
- 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 | 2 | 25 |
| Actionable | 6 | 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/pinto-thai.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: 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: 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: no

Keep watching this business (https://directindex.org/r/pinto-thai.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/pinto-thai.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=pinto-thai.com&force=1