The Direct Index
Report · Toronto cafes and bars · scanned 2026-10-14

Fahrenheit Coffee

fahrenheitcoffee.com is hard for agents to use.

See what an AI agent reads on this site →

D
43.1%

28 of 65 points available

0/5

agent-readiness level, Not Ready

5

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.

Findings

What to fix first

  1. No structured data for the business +15 points

    Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it

  2. Ordering through an unrecognised third party +9 points

    Check that the provider keeps you as the merchant of record. How to fix it

  3. No menu or price list found +7 points

    Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. How to fix it

  4. No working HTTPS +3 points

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

  5. 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

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

Already right

Builder: unknown · Front: cloudflare

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.

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": "CafeOrCoffeeShop",
  "name": "Fahrenheit Coffee",
  "url": "http://www.fahrenheitcoffee.com/",
  "telephone": "+1-647-896-1774",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Lombard Street 120",
    "postalCode": "M5C 3H5",
    "addressLocality": "Toronto"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.6524109,
    "longitude": -79.3729155
  },
  "servesCuisine": [
    "coffee shop"
  ]
}
</script>

llms.txt

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

# Fahrenheit Coffee

> cafe or coffee shop (coffee shop) in Lombard Street 120 M5C 3H5 Toronto, Toronto cafes and bars. Phone +1-647-896-1774.

## About

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

248 of 403 in Toronto cafes and bars

Top 62% of the sites scanned in this index. Just above: Carbonic Coffee D, ChaHalo D. Just below: Flash on Church D, Sweet Palette Dessert and Tea D.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain88%no
Publish the menu or price list as HTML85%no
Let AI crawlers in (no edge block, no robots.txt block)95%yes
Structured data with address, phone and hours27%no
Have an llms.txt32%no

The top tenth is the 41 best-scoring reachable sites of the index at the last refresh.

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Dineen Coffee coffee_shop504 mFno
Pinocho ice_cream, crepe, coffee_shop995 mByes
Cotti Coffee 库迪咖啡 coffee_shop1.0 kmFno
Mos Mos coffee_shop1.1 kmCno
FUEL+ breakfast, coffee_shop1.5 kmCno
Jet Fuel Coffee coffee_shop1.5 kmCno
Understory coffee_shop1.6 kmAyes
Boxcar Social coffee_shop1.7 kmCyes
Church Street Espresso breakfast, coffee_shop, sandwich1.9 kmDno
Le Gourmand coffee_shop1.9 kmCyes
Businesses like yours

Businesses like Fahrenheit Coffee in Toronto cafes and bars

GroupSitesAvg scoreA or BThis site
Same kind in Toronto cafes and bars40346%23%43.1%

The best of Same kind in Toronto cafes and bars

The Berczy Tavern A 100% · Yellow Cup Cafe A 100% · Marry Me Mochi A 93.8% · Wei's Bar & Variety A 93.8% · VMV's Bar & Grill A 92.1%

The climb

With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; No menu or price list found) the score would be about 90.8%: 7th of 403 in Toronto cafes and bars, up from 248th.

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

The direct record

What agents get for Fahrenheit Coffee

No direct path on record: the scan of 2026-10-14 found no booking or ordering link on fahrenheitcoffee.com or on a vendor's site. The same record is served as JSON at /api/direct/fahrenheitcoffee.com, through the MCP tool direct_record and in the city feed /city/toronto-cafes-bars/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
Hoursnone on record
Phone+1-647-896-1774

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
not measured
ACP discovery document
/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol
not measured
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
not measured

Not measured at this scan; the next scan measures it.

The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.

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.txtno how
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 businessno
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.

Badge

Show the score

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

Agent-Direct Score D

<a href="https://directindex.org/r/fahrenheitcoffee.com"><img src="https://directindex.org/badge/fahrenheitcoffee.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
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

Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.

Send the fixes to your web person
One email, the fixes and the link; nothing stored.