# P.F. Chang's: Agent-Direct Score B (72.3%)

Site: http://www.pfchangs.ca/
Report: https://directindex.org/r/pfchangs.ca
Scanned: 2026-10-19 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
P.F. Chang's is mostly ready for agents.
An AI assistant can open P.F. Chang's's website. It can read what P.F. Chang's offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://pfchangs.ca/reservations (on the business's own site)
- Order directly: https://pfchangscanada.olo.com/menu/pf-changs-canada-edmonton (through olo acting for the business)
- Menu: https://pfchangs.ca/explore-our-menu-laval/
- Phone: 4165108838

## What to fix first
- Languages: English

- **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 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": "P.F. Chang's",
  "url": "http://www.pfchangs.ca/",
  "telephone": "4165108838",
  "address": "10 O'Neill Road, M3C 0H1, Toronto",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.7337931,
    "longitude": -79.3448236
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://pfchangs.ca/reservations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://pfchangscanada.olo.com/menu/pf-changs-canada-edmonton",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# P.F. Chang's

> local business (asian fusion) in 10 O'Neill Road, M3C 0H1, Toronto, Toronto. Phone 4165108838.

## Book or order directly

- Book: https://pfchangs.ca/reservations (on the business's own site)
- Order: https://pfchangscanada.olo.com/menu/pf-changs-canada-edmonton (through olo acting for the business)
- Menu: https://pfchangs.ca/explore-our-menu-laval/

## About

- Website: http://www.pfchangs.ca/
- 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.
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering through olo on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
1028 of 3392 in Toronto. Top 30% 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 | 99% | yes |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 37% | no |

Nearest places in the index: Nomé Izakaya (A, 23 m, https://directindex.org/r/nomeizakaya.com); Joey (B, 26 m, https://directindex.org/r/joeyrestaurants.com); Mantra by Host (A, 35 m, https://directindex.org/r/mantrabyhost.com); Anejo (A, 68 m, https://directindex.org/r/anejo.ca); Mado (F, 84 m, https://directindex.org/r/madocanada.com); The Good Son (B, 116 m, https://directindex.org/r/thegoodsontoronto.com); Memories of Japan Teppanyaki Sushi (B, 774 m, https://directindex.org/r/memoriesofjapan.ca); The Queen Seafood Cuisine (A, 798 m, https://directindex.org/r/thequeenseafood.com); Sorento Italian Kitchen (C, 826 m, https://directindex.org/r/sorentoitaliankitchen.ca); Kitaya Japanese Takeout (A, 919 m, https://directindex.org/r/kitaya.ca).

## 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 Toronto and named 106 places. P.F. Chang's wasn't one of them. See who was named: https://directindex.org/city/toronto/recommended


Compared with its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); Sites using Olo 73% (68% A or B, 125 sites); This site 72.3%.

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

## Businesses like P.F. Chang's in Toronto

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Toronto | 3392 | 52% | 33% | 72.3% |
| Sites built with WordPress in Toronto | 832 | 65% | 45% | 72.3% |
| Sites using Olo in Toronto | 3 | 74% | 100% | 72.3% |
| Sites built with WordPress and using Olo in Toronto | 3 | 74% | 100% | 72.3% |

The best of the sites built with WordPress in Toronto: Aafrien Indian Restaurant (A 100%, https://directindex.org/r/aafrienrestaurant.ca); Creme de la Creme Cafe (A 100%, https://directindex.org/r/cremedelacremecafe.ca); JZ's Pizza (A 100%, https://directindex.org/r/jzspizza.com); Kinka Izakaya (A 100%, https://directindex.org/r/kinkaizakaya.com); Mangiare Italian Family Dining (A 100%, https://directindex.org/r/mangiare.ca).

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 81st of 3,392 in Toronto, up from 1028th.

## The direct record
What agents get for P.F. Chang's, as JSON: https://directindex.org/api/direct/pfchangs.ca
- Book: https://pfchangs.ca/reservations (own site; found by the scan of 2026-10-19, not yet tested)
- Order: https://pfchangscanada.olo.com/menu/pf-changs-canada-edmonton (vendor on own site: Olo; found by the scan of 2026-10-19, not yet tested)
- Menu: https://pfchangs.ca/explore-our-menu-laval/ (html_page; from the scan)
- Hours: none on record
- Phone: 4165108838
- Stable links that count: https://directindex.org/go/pfchangs.ca/book, https://directindex.org/go/pfchangs.ca/order, https://directindex.org/go/pfchangs.ca/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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 7 | 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/pfchangs.ca
- 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/pfchangs.ca/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/pfchangs.ca/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=pfchangs.ca&force=1