The Direct Index
Report · Philadelphia cafes and bars · scanned 2026-10-16

3J's Cafe

3jscafephilly.com is hard for agents to use.

AI assistants cannot open the website of 3J's Cafe, so they rely on what other sites say about it.

Listed by OpenStreetMap.

Order directly: www.toasttab.com/3jscafephilly through toast acting for the business

See what an AI agent reads on this site →

41.5%

27 of 65 points available

–

agent-readiness level

2

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.

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 3J's Cafe compares

Where it stands

139 of 224 in Philadelphia cafes and bars

Top 62% of the sites scanned in this index. Just above: The Fairmount Tavern D, Rebel and Wolf Cafe D. Just below: Knockbox Cafe D, Mermaid Inn D.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML96%no
Let AI crawlers in (no edge block, no robots.txt block)100%no
Structured data with address, phone and hours43%yes
Have an llms.txt4%no

The top tenth is the 23 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with Wix 5,296 sites51%26%41.5%
Sites using Toast 2,267 sites72%58%41.5%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Cafe Square One22 mByes
Coffee Tea & Company coffee_shop44 mCno
Cafe Tolia83 mCyes
Menagerie Coffee coffee_shop88 mCyes
National Mechanics101 mCyes
Old City Coffee coffee_shop129 mFyes
The Monto145 mDno
Olivier Cafe171 mCyes
ICI Macarons & Cafe macaron, pastry, coffee237 mDyes
Khyber Pass Pub273 mByes
Businesses like yours

Businesses like 3J's Cafe in Philadelphia cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Philadelphia cafes and bars22450%24%41.5%
Sites built with Wix in Philadelphia cafes and bars2535%4%41.5%
Sites using Toast in Philadelphia cafes and bars3466%38%41.5%
Sites built with Wix and using Toast in Philadelphia cafes and bars341%0%41.5%

The best of the sites using Toast in Philadelphia cafes and bars

The Plough & the Stars A 100% · Devil's Alley Bar & Grill A 95.4% · Con Murphy's A 92.3% · The SideCar Bar & Grille A 92.3% · Artesano Cafe A 87.7%

The climb

With the two fixes above (The site turns every visitor without a browser away, AI agents included; Menu or price list lives on another site) the score would be about 87.7%: 14th of 224 in Philadelphia cafes and bars, up from 139th.

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. The site turns every visitor without a browser away, AI agents included +25 points

    A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. How to fix it

  2. Menu or price list lives on another site +5 points

    The link points to toasttab.com, so the credit and the traffic go there. 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 Philadelphia cafes and bars. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wix · Front: cloudflare · A plain fetch got cloudflare_challenge; a real browser got the page, so the scan continues on the rendered page.

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 D

<a href="https://directindex.org/r/3jscafephilly.com"><img src="https://directindex.org/badge/3jscafephilly.com.svg" alt="Agent-Direct Score D" 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 3J's Cafe

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/3jscafephilly.com, through the MCP tool direct_record and in the city feed /city/philadelphia-cafes-bars/direct.json.

PathLinkStatus
Booknone on record
Orderwww.toasttab.com/3jscafephilly vendor on own site: Toastfound by the scan of 2026-10-16, not yet tested
Menuwww.toasttab.com/3jscafephilly externalfrom the scan
HoursMo-Su 08:00-15:00 (closed now)from OpenStreetMap
Phone+1-215-309-3140

Stable links that count: /go/3jscafephilly.com/order, /go/3jscafephilly.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
Toast
yes
Vendor terms for agents
Toast, read 2026-10-15
Through partners

Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Source. About Toast · all vendors.

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

Agent readiness

Not measured

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.

JSON-LD for the businessyes