# Sauce on the Danforth: Agent-Direct Score F (32.8%)

Site: http://www.sauceondanforth.com
Report: https://directindex.org/r/sauceonthedanforth.com
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.)
Sauce on the Danforth is largely invisible to agents.
Some AI assistants are turned away by Sauce on the Danforth's website. It can read what Sauce on the Danforth offers. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://sauceonthedanforth.com/menu
- Phone: +16477481376

## What to fix first

- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). 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.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. 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. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **robots.txt blocks GPTBot, ClaudeBot, Google-Extended, ChatGPT-User.** (+5 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents
- **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": "Sauce on the Danforth",
  "url": "http://www.sauceondanforth.com",
  "telephone": "+16477481376",
  "address": "1376 Danforth Ave, M4J 1M9, Toronto",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.68254643,
    "longitude": -79.32822718
  }
}
</script>
```

robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers.

```
# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /
```

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

```
# Sauce on the Danforth

> local business in 1376 Danforth Ave, M4J 1M9, Toronto, Toronto cafes and bars. Phone +16477481376.

## Book or order directly

- Menu: https://sauceonthedanforth.com/menu

## About

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

## Already right
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
886 of 1201 in Toronto cafes and bars. Top 74% 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 | 96% | no |
| Publish the menu or price list as HTML | 90% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | no |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 24% | no |

Nearest places in the index: The Wren (F, 10 m, https://directindex.org/r/thewrendanforth.com); Red Rocket Coffee (F, 23 m, https://directindex.org/r/redrocketcoffee.com); The One-Shot Manga Café (B, 62 m, https://directindex.org/r/theoneshotmangacafe.com); Mocha Bar & Cuisine (F, 161 m, https://directindex.org/r/mochabarandcuisine.ca); The Dylan Bar (A, 184 m, https://directindex.org/r/thedylan.ca); Rails and Ales (C, 530 m, https://directindex.org/r/railsandales.ca); Chocolate Heaven Cafe Co (F, 804 m, https://directindex.org/r/monkymaxprinting.com); Do Good Donuts (C, 806 m, https://directindex.org/r/dogooddonuts.org); The Only Cafe (D, 809 m, https://directindex.org/r/theonlycafe.com); Jugo Juice (C, 870 m, https://directindex.org/r/jugojuice.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.


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

## Businesses like Sauce on the Danforth in Toronto cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Toronto cafes and bars | 1201 | 48% | 23% | 32.8% |

The best of the businesses of the same kind in Toronto cafes and bars: Beertown (A 100%, https://directindex.org/r/beertown.ca); Fresh Cup (A 100%, https://directindex.org/r/fresh-cup.com); No Vacancy (A 100%, https://directindex.org/r/novacancybar.ca); Ohiru (A 100%, https://directindex.org/r/ohiru.ca); Sidebar (A 100%, https://directindex.org/r/danforthsidebar.com).

With the three fixes above (No structured data for the business; No booking or ordering link on the website; The server turns AI crawlers away at the door), the score would be about 84.6%. That would be 86th of 1,201 in Toronto cafes and bars, up from 886th.

## The direct record
What agents get for Sauce on the Danforth, as JSON: https://directindex.org/api/direct/sauceonthedanforth.com
- Book: none on record
- Order: none on record
- Menu: https://sauceonthedanforth.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: +16477481376
- Stable links that count: https://directindex.org/go/sauceonthedanforth.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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 11.3 | 25 |
| Readable | 8 | 25 |
| Actionable | 2 | 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/sauceonthedanforth.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: 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/sauceonthedanforth.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/sauceonthedanforth.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=sauceonthedanforth.com&force=1