The Direct Index
Report · Seattle · scanned 2026-10-16

Pinto Bistro Thai & Sushi Bar

pintothaibistro.com is mostly ready for agents.

An AI assistant can open the website of Pinto Bistro Thai & Sushi Bar. It can read what Pinto Bistro Thai & Sushi Bar offers. To book or order, it is sent to Grubhub, a marketplace.

Listed by OpenStreetMap · Overture Maps.

Menu: www.pintothaibistro.com/menu

See what an AI agent reads on this site →

72.3%

47 of 65 points available

0/5

agent-readiness level, Not Ready

4

things to fix

Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.

Since the scan of 2026-10-14 (F then): fixed The site could not be read at all. new No working HTTPS; Structured data was incomplete; Ordering only through a marketplace; No llms.txt.

Assistants

What assistants answer

Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.

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.

Where it stands

How Pinto Bistro Thai & Sushi Bar compares

Where it stands

314 of 874 in Seattle

Top 36% of the sites scanned in this index. Just above: Pancita B, Picolinos B. Just below: Queen Mary Tea Room B, Ramen Danbo B.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML99%yes
Let AI crawlers in (no edge block, no robots.txt block)97%yes
Structured data with address, phone and hours51%no
Have an llms.txt11%no

The top tenth is the 88 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites using Grubhub 150 sites66%44%72.3%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Rom Mai Thai thai273 mDno
Morfire thai, hotpot569 mByes
Jamjuree thai604 mDno
Bites of Bangkok thai620 mCyes
Manao thai848 mByes
Kati Vegan Thai thai954 mFno
Bai Tong Thai Street Cafe thai962 mFno
Fern thai1.0 kmByes
8 Ping Yang thai1.2 kmByes
Panwa Thai thai1.4 kmDno
Businesses like yours

Businesses like Pinto Bistro Thai & Sushi Bar in Seattle

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Seattle87454%38%72.3%
Sites using Grubhub in Seattle461%50%72.3%

The best of the sites using Grubhub in Seattle

El Farol Mexican B 72.3% · El Taco Loco C 55.4% · Son of a Butcher D 44.6%

The climb

With the three fixes above (Ordering only through grubhub; No working HTTPS; Structured data is incomplete) the score would be about 100%: first of 874 in Seattle.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

Findings

What to fix first

  1. Ordering only through grubhub +12 points

    Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor

  2. No working HTTPS +3 points

    The page is only served over plain http. Agents and browsers downrank or refuse it.

  3. Structured data is incomplete +3 points

    Missing: opening hours. How to fix it

  4. No llms.txt no points, still worth doing

    Optional today, cheap to add: a short text file describing the business for language models. How to fix it

Send the fixes to your web person

One email, the fixes and the link; nothing stored.

No one is listed yet to fix this in Seattle. List your agency or yourself: free, reviewed by hand.

Already right

Builder: unknown · Front: cloudflare · menu page /menu: 527 menu items in JSON-LD

Fix kit

What to paste

Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.

Show the code 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. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Pinto Bistro Thai & Sushi Bar",
  "url": "http://www.pintothaibistro.com/",
  "telephone": "+1-206-724-0559",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Broadway East 408",
    "postalCode": "98102",
    "addressLocality": "Seattle"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 47.6222936,
    "longitude": -122.3207061
  },
  "servesCuisine": [
    "thai"
  ],
  "hasMenu": "http://www.pintothaibistro.com/menu"
}
</script>

llms.txt

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

# Pinto Bistro Thai & Sushi Bar

> restaurant (thai) in Broadway East 408 98102 Seattle, Seattle. Phone +1-206-724-0559.

## Book or order directly

- Menu: http://www.pintothaibistro.com/menu

## About

- Website: http://www.pintothaibistro.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

Own this business?

Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.

Rescan now · Markdown · Dispute a check

Keep watching this business: the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant and the places nearby; 5 EUR once. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score B

<a href="https://directindex.org/r/pintothaibistro.com"><img src="https://directindex.org/badge/pintothaibistro.com.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Pinto Bistro Thai & Sushi Bar

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/pintothaibistro.com, through the MCP tool direct_record and in the city feed /city/seattle/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menuwww.pintothaibistro.com/menu html_pagefrom the scan
Hoursnone on record
Phone+1-206-724-0559

Stable links that count: /go/pintothaibistro.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

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
Grubhub, read 2026-10-15
Through partners

Grubhub's terms of use (17 December 2024) bar access with any robot, spider, crawler or automated process; since June 2026 Alexa+ users can browse, build an order and check out through Grubhub by voice. Source. About Grubhub · all vendors.

Found one hop past the home page: menu page /menu: 527 menu items in JSON-LD.

Agent readiness

Level 0 of 5, Not Ready

The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlno how
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes