# Café Colao: Agent-Direct Score D (48.8%) Site: https://www.cafecolaochicago.com/ Report: https://directindex.org/r/cafecolaochicago.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Café Colao is hard for agents to use. ## Direct links - Order directly: http://www.toasttab.com/cafe-colao (through toast acting for the business) - Phone: +1-773-799-8454 ## What to fix first - **No structured data for the business.** (+15 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. Guide: https://directindex.org/guides/structured-data-restaurant - **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **The server turns AI crawlers away at the door.** (+3.3 points) Live fetches as ClaudeBot (challenge:attention required) 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. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **No llms.txt.** (no points, still worth doing) 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 ## Fix kit: What 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. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Café Colao > cafe or coffee shop in West Division Street 2638 60622 Chicago, Chicago cafes and bars. Phone +1-773-799-8454. ## Book or order directly - Order: http://www.toasttab.com/cafe-colao (through toast acting for the business) ## About - Website: https://www.cafecolaochicago.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents. - **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours. - **Toast lets agents act only through its 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. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that is not a partner cannot finish the step there; a direct path on your own domain works for all of them. ## Where it stands 475 of 806 in Chicago cafes and bars. Top 59% of the sites scanned in this index. | What the top tenth of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 100% | yes | | Publish the menu or price list as HTML | 96% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 98% | no | | Structured data with address, phone and hours | 34% | no | | Have an llms.txt | 21% | no | Nearest places in the index: Esmeralda's Lounge (C, 207 m, https://directindex.org/r/esmeraldaschicago.com); The Hi-Lo (C, 344 m, https://directindex.org/r/the-hi-lo.com); Cafe Marie-Jeanne (C, 482 m, https://directindex.org/r/cafe-marie-jeanne.com); California Clipper (C, 496 m, https://directindex.org/r/californiaclipper.com); Spinning J (F, 502 m, https://directindex.org/r/spinningj.com); Rootstock Wine & Beer Bar (D, 535 m, https://directindex.org/r/rootstockbar.com); The Empty Bottle (C, 640 m, https://directindex.org/r/emptybottle.com); Sun Rey Cafe (A, 668 m, https://directindex.org/r/sunrey.online); Sportsman's Club (C, 692 m, https://directindex.org/r/drinkingandgathering.com); Boulevard Sports Lounge (B, 775 m, https://directindex.org/r/boulevardsportslounge.com). ## What assistants answer 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. Against its peers: Sites built with Weebly 36% (0% A or B, 730 sites); Sites using Toast 74% (63% A or B, 1884 sites); This site 48.8%. See what an AI agent reads on this site: https://directindex.org/r/cafecolaochicago.com/agent-view ## Businesses like Café Colao in Chicago cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Chicago cafes and bars | 806 | 47% | 28% | 48.8% | | Built with Weebly in Chicago cafes and bars | 24 | 33% | 0% | 48.8% | | Using Toast in Chicago cafes and bars | 88 | 73% | 57% | 48.8% | | Built with Weebly and using Toast in Chicago cafes and bars | 2 | 59% | 0% | 48.8% | The best of Using Toast in Chicago cafes and bars: Butch McGuire’s (A 93.8%, https://directindex.org/r/butchmcguires.com); Old Irving Brewing (A 93.8%, https://directindex.org/r/oldirvingbrewing.com); Pilot Project Brewing (A 93.8%, https://directindex.org/r/pilotprojectbrewing.com); Randolph Tavern (A 93.8%, https://directindex.org/r/randolphtavern.com); Trinity Pub (A 93.8%, https://directindex.org/r/trinitypubchicago.com). With the three fixes above (No structured data for the business; No menu or price list found; The server turns AI crawlers away at the door) the score would be about 87.7%: 23rd of 806 in Chicago cafes and bars, up from 475th. ## The direct record What agents get for Café Colao, as JSON: https://directindex.org/api/direct/cafecolaochicago.com - Book: none on record - Order: http://www.toasttab.com/cafe-colao (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested) - Menu: none on record - Hours: none on record - Phone: +1-773-799-8454 - Stable links that count: https://directindex.org/go/cafecolaochicago.com/order ## 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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured - Vendor terms for agents, Toast: Partners only. 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. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/ Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 21.7 | 25 | | Readable | 0 | 25 | | Actionable | 10 | 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/cafecolaochicago.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: no Deep report: https://directindex.org/r/cafecolaochicago.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=cafecolaochicago.com&force=1