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

Oneal's Pub

onealspub.com is hard for agents to use.

Some AI assistants are turned away by the website of Oneal's Pub. It can read what Oneal's Pub offers. To book or order, it is sent to Grubhub, a marketplace.

Listed by OpenStreetMap · Overture Maps.

Menu: onealspub.com/menu/

See what an AI agent reads on this site →

40%

26 of 65 points available

1/5

agent-readiness level, Basic Web Presence

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.

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 Oneal's Pub compares

Where it stands

143 of 222 in Philadelphia cafes and bars

Top 64% of the sites scanned in this index. Just above: Mermaid Inn D, The Greeks D. Just below: Allen Bread Company F, Avril 50 F.

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 HTML96%yes
Let AI crawlers in (no edge block, no robots.txt block)100%no
Structured data with address, phone and hours43%no
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 WordPress 38,935 sites59%31%40%
Sites using Grubhub 165 sites64%42%40%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Ox Coffee coffee_shop23 mCyes
Forîn Cafe81 mFno
Copabanana138 mCno
MilkBoy South Street158 mFyes
Queen & Rook Game Cafe american, pizza230 mCyes
Marsha's South Street246 mCno
Loretta's262 mByes
Fitz on 4th279 mByes
FRIEDA coffee_shop, bakery673 mFno
Get a Gato Cat Café coffee_shop, donut701 mFno
Businesses like yours

Businesses like Oneal's Pub in Philadelphia cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Philadelphia cafes and bars22250%24%40%
Sites built with WordPress in Philadelphia cafes and bars6556%28%40%
Sites using Grubhub in Philadelphia cafes and bars140%0%40%
Sites built with WordPress and using Grubhub in Philadelphia cafes and bars140%0%40%

The best of the sites built with WordPress in Philadelphia cafes and bars

The Plough & the Stars A 100% · Kung Fu Tea A 87.5% · Bourbon & Branch A 86.2% · JD McGillicuddy's B 84.6% · Fitz on 4th B 83.1%

The climb

With the three fixes above (No structured data for the business; Ordering only through grubhub; The server turns AI crawlers away at the door) the score would be about 95.4%: 4th of 222 in Philadelphia cafes and bars, up from 143rd.

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. 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). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it

  2. 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

  3. The server turns AI crawlers away at the door +10 points

    Live fetches as GPTBot (cloudflare_challenge), ClaudeBot (cloudflare_challenge), PerplexityBot (cloudflare_challenge) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. 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 Philadelphia cafes and bars. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wordpress · Front: cloudflare · contact page /about/: nothing new; menu page /menu/: ordering via grubhub; Cloudflare in front; AI crawlers blocked at the edge

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 wordpress is in the guides.

Where to paste it on WordPress: a plugin that adds code to every page's header, such as WPCode (Insert Headers and Footers), in its Header box. the official help page.

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": "BarOrPub",
  "name": "Oneal's Pub",
  "url": "https://onealspub.com/",
  "telephone": "+1 215-574-9495",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "South 3rd Street 611",
    "postalCode": "19147",
    "addressLocality": "Philadelphia"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 39.9410621,
    "longitude": -75.1475854
  },
  "openingHours": "Mo-Fr 11:00-26:00, Sa-Su 09:00-26:00",
  "hasMenu": "https://onealspub.com/menu/"
}
</script>

llms.txt

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

# Oneal's Pub

> bar or pub in South 3rd Street 611 19147 Philadelphia, Philadelphia cafes and bars. Phone +1 215-574-9495.

## Book or order directly

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

## Opening hours

Mo-Fr 11:00-26:00, Sa-Su 09:00-26:00

## About

- Website: https://onealspub.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 D

<a href="https://directindex.org/r/onealspub.com"><img src="https://directindex.org/badge/onealspub.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 Oneal's Pub

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

PathLinkStatus
Booknone on record
Ordernone on record
Menuonealspub.com/menu/ html_pagefrom the scan
HoursMo-Fr 11:00-26:00, Sa-Su 09:00-26:00from OpenStreetMap
Phone+1 215-574-9495

Stable links that count: /go/onealspub.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/: ordering via grubhub.

Agent readiness

Level 1 of 5, Basic Web Presence

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.xmlyes
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 businessno