# Scofflaw: Agent-Direct Score B (76.9%)

Site: https://www.scofflawchicago.com/
Report: https://directindex.org/r/scofflawchicago.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Scofflaw is mostly ready for agents.

## What to fix first
- **Structured data is incomplete.** Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Booking only through resy.** Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No llms.txt.** Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (LocalBusiness).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
Rank 395 of 1720 in Chicago (top 23%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 51% | no |
| Have an llms.txt | 18% | no |

Nearest places in the index: Giant (B, 23 m, https://directindex.org/r/giantrestaurant.com); The Moonlighter (B, 39 m, https://directindex.org/r/themoonlighterchicago.com); Parson's Chicken & Fish (B, 491 m, https://directindex.org/r/parsonschickenandfish.com); Punta Cana Restaurant (F, 591 m, https://directindex.org/r/puntacanadominicanrestaurant.com); The Spice Room (D, 617 m, https://directindex.org/r/thespiceroomchicago.com); Osteria Langhe (B, 742 m, https://directindex.org/r/osterialanghe.com); Raiz Kitchen & Sushi (C, 885 m, https://directindex.org/r/raizkitchensushi.com); Table, Donkey and Stick (C, 937 m, https://directindex.org/r/tabledonkeystick.com); Jibaritos y Mas (C, 939 m, https://directindex.org/r/orderjibaritosymas.com); Lardon (B, 941 m, https://directindex.org/r/lardonchicago.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 15 | 25 |
| actionable | 10 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/scofflawchicago.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: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=scofflawchicago.com&force=1