# O'Briens Riverwalk Cafe: Agent-Direct Score C (69.2%)

Site: http://www.obriensrestaurant.com/
Report: https://directindex.org/r/obriensrestaurant.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
O'Briens Riverwalk Cafe is partly visible to agents.
An AI assistant can open O'Briens Riverwalk Cafe's website. It can read what O'Briens Riverwalk Cafe offers. It can't find a link to book or order online.

## Direct links
- Menu: https://www.obriensrestaurant.com/menus
- Phone: +13123463131
- Address: 45 E Riverwalk S, 60601, Chicago
- Its menu mentions: vegan options, vegetarian dishes

## Nearby, also direct
Places near O'Briens Riverwalk Cafe that take a booking or an order on their own website, with no marketplace in between.
- Travelle Kitchen + Bar (140 m): https://directindex.org/r/travellechicago.com
- Nic + Junior's (180 m): https://directindex.org/r/nicandjuniors.com
- Yolk - Marina City (190 m): https://directindex.org/r/eatyolk.com
- Tortoise Supper Club (200 m): https://directindex.org/r/tortoisesupperclub.com
- State and Lake Chicago Tavern (240 m): https://directindex.org/r/stateandlakechicago.com

## What to fix first
- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. 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 on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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
- **The phone number on the site doesn't match the open map data.** The site shows 3127879400, but OpenStreetMap or Overture Maps lists +13123463131. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Since the scan of 2026-10-23 (C then)
- Fixed: nothing
- New: nothing

## Where it stands
1350 of 3754 in Chicago. Top 36% 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 | 100% | no |
| Publish the menu or price list as HTML | 94% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 57% | yes |
| Have an llms.txt | 30% | yes |

Nearest places with a similar menu: Chicago Brewhouse (D, 114 m, https://directindex.org/r/chicagobrewhouse.com); Travelle Kitchen + Bar (B, 136 m, https://directindex.org/r/travellechicago.com); Nic + Junior's (A, 180 m, https://directindex.org/r/nicandjuniors.com); Yolk - Marina City (A, 192 m, https://directindex.org/r/eatyolk.com); Beacon Tavern (F, 195 m, https://directindex.org/r/beacontavern.com); Tortoise Supper Club (A, 198 m, https://directindex.org/r/tortoisesupperclub.com); House of Blues (B, 224 m, https://directindex.org/r/houseofblues.com); State and Lake Chicago Tavern (B, 239 m, https://directindex.org/r/stateandlakechicago.com); 320 River Bar (D, 326 m, https://directindex.org/r/320riverbar.com); The Purple Pig (A, 330 m, https://directindex.org/r/thepurplepigrestaurantgroup.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.

The assistants were asked 12 everyday questions about Chicago and named 55 places. O'Briens Riverwalk Cafe wasn't one of them. See who was named: https://directindex.org/city/chicago/recommended


Score over 2 scans since 2026-10-23: 2026-10-23 69%, 2026-10-24 69%.

Compared with its peers: Sites built with Wix 52% (28% A or B, 48660 sites); This site 69.2%.

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

## Businesses like O'Briens Riverwalk Cafe in Chicago

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Chicago | 3754 | 52% | 35% | 69.2% |
| Sites built with Wix in Chicago | 250 | 65% | 48% | 69.2% |

The best of the sites built with Wix in Chicago: CM Chicken (A 95.4%, https://directindex.org/r/cmchickenchicago.com); Centennial Crafted Beer & Eatery (A 95.4%, https://directindex.org/r/centennialchicago.com); Crawford's Food and Spirits (A 95.4%, https://directindex.org/r/crawfordschicago.com); El Pollo Cris Cris (A 95.4%, https://directindex.org/r/pollocriscris.com); Fulton Market Kitchen (A 95.4%, https://directindex.org/r/fultonmarketkitchen.com).

With the two fixes above (No booking or ordering link on the website; Almost no text without JavaScript), the score would be about 95.4%. That would be 108th of 3,754 in Chicago, up from 1350th.

## The direct record
What agents get for O'Briens Riverwalk Cafe, as JSON: https://directindex.org/api/direct/obriensrestaurant.com
- Book: none on record
- Order: none on record
- Menu: https://www.obriensrestaurant.com/menus (html_page; from the scan)
- Hours: none on record
- Phone: +13123463131
- Stable links that count: https://directindex.org/go/obriensrestaurant.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): yes
- 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 | 23 | 25 |
| Readable | 22 | 25 |
| Actionable | 0 | 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/obriensrestaurant.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: yes
- 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: yes

Keep watching this business (https://directindex.org/r/obriensrestaurant.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/obriensrestaurant.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=obriensrestaurant.com&force=1