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

O’Neil’s on Wells

oneilsonwells.com is hard for agents to use.

D
49.2%

32 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.

Findings

What to fix first

  1. No structured data for the business

    Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type) with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations for a restaurant. It is the one block every assistant reads first. How to fix it

  2. No menu or price list found

    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

  3. Booking through an unrecognised third party

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

  4. No llms.txt

    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 Chicago cafes and bars. List your agency or yourself: free, reviewed by hand.

Already right

Builder: unknown · Front: cloudflare

Where it stands

465 of 902 in Chicago cafes and bars

Top 52% of the sites scanned in this index. Just above: Moonflower D, Nighthawk Chicago D. Just below: Ridman’s Coffee D, Roscoe Village Pub D.

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 HTML97%no
Let AI crawlers in (no edge block, no robots.txt block)98%yes
Structured data with address, phone and hours30%no
Have an llms.txt19%no

The top tenth is the 91 best-scoring reachable sites of the index at the last refresh.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Mojo Coffee355 mFno
Brando’s Speakeasy376 mCno
First Draft419 mDno
Little Toasted breakfast, burger, coffee_shop, grill454 mCyes
Chicago Union Station Metropolitan Lounge515 mByes
Corner Bakery coffee_shop519 mByes
Kasey's Tavern523 mCno
Bar Sotto527 mCno
Gong Cha bubble_tea548 mDno
Capital One Café at State Street coffee_shop, tea649 mDno
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.

Link headers on the homepageno how
sitemap.xmlyes
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/oneilsonwells.com"><img src="https://directindex.org/badge/oneilsonwells.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.

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