# Radiation Oncology Consultants Ltd: Agent-Direct Score D (43.1%) Site: https://www.chicagocancer.org Report: https://directindex.org/r/chicagocancer.org Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Radiation Oncology Consultants Ltd is hard for agents to use. An AI assistant can open Radiation Oncology Consultants Ltd's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online. ## Direct links - Phone: 17732769049 - Address: 901 W Wellington Ave # 1, 60657-6708, Chicago ## Nearby, also direct Places near Radiation Oncology Consultants Ltd that take a booking or an order on their own website, with no marketplace in between. - Advocate Illinois Masonic Emergency Services (60 m): https://directindex.org/r/advocatehealth.com - Kelley Bohm, Md (100 m): https://directindex.org/r/buffalo-ophthalmology.com - Windy City Pediatrics (180 m): https://directindex.org/r/pedsondemand.com - Chicago Institute for Hand Surgery and Rehabilitation (180 m): https://directindex.org/r/chicagoinstituteforhandsurgery.com - Chicago Institute of Advanced Surgery (180 m): https://directindex.org/r/chicagosurgery.org ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Dentist, MedicalClinic, Physiotherapy or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No online booking link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add an online appointment page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No list of services and prices found.** (+7 points) Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business - **The phone number on the site doesn't match the open map data.** The site shows +18476980600, but OpenStreetMap or Overture Maps lists 17732769049. 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. ## Fix kit: What to paste Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Radiation Oncology Consultants Ltd > local business in 901 W Wellington Ave # 1, 60657-6708, Chicago, Chicago dentists, clinics and vets. Phone 17732769049. ## About - Website: https://www.chicagocancer.org - 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 main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. ## Where it stands 1268 of 1833 in Chicago dentists, clinics and vets. Top 69% 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 | 98% | no | | Publish the menu or price list as HTML | 7% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 43% | no | | Have an llms.txt | 29% | no | Nearest places in the index: Advocate Illinois Masonic Emergency Services (C, 60 m, https://directindex.org/r/advocatehealth.com); Kelley Bohm, Md (B, 98 m, https://directindex.org/r/buffalo-ophthalmology.com); Numan Jahangir M.D. (C, 151 m, https://directindex.org/r/carle.org); Windy City Pediatrics (B, 177 m, https://directindex.org/r/pedsondemand.com); Chicago Institute for da Vinci Robotic Surgery (D, 179 m, https://directindex.org/r/fibroid.com); Chicago Institute for Hand Surgery and Rehabilitation (C, 182 m, https://directindex.org/r/chicagoinstituteforhandsurgery.com); Chicago Institute of Advanced Surgery (B, 182 m, https://directindex.org/r/chicagosurgery.org); Oral Cancer Institute (B, 183 m, https://directindex.org/r/oralcancer.com); Weil Foot & Ankle Lakeview - Illinois Masonic (C, 187 m, https://directindex.org/r/balancehealth.com); Omhna Oral & Maxillofacial Head & Neck Associates (B, 187 m, https://directindex.org/r/omhna.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. See what an AI agent reads on this site: https://directindex.org/r/chicagocancer.org/agent-view ## Businesses like Radiation Oncology Consultants Ltd in Chicago dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Chicago dentists, clinics and vets | 1833 | 51% | 21% | 43.1% | The best of the businesses of the same kind in Chicago dentists, clinics and vets: Doctores y Mas Quiropractico de Accidentes en Chicago IL (A 95.4%, https://directindex.org/r/doctoresymas.com); Modern Smiles (A 95.4%, https://directindex.org/r/modernsmileschicago.com); Therapy Providers Of America (A 95.4%, https://directindex.org/r/therapyproviders.com); Tca Health | Chatham Wic (A 90.8%, https://directindex.org/r/tcahealth.org); Skin Pharm (A 89.2%, https://directindex.org/r/skinpharm.com). With the three fixes above (No structured data for the business; No online booking link on the website; No list of services and prices found), the score would be about 95.4%, which would be first of 1,833 in Chicago dentists, clinics and vets. ## The direct record What agents get for Radiation Oncology Consultants Ltd, as JSON: https://directindex.org/api/direct/chicagocancer.org - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 17732769049 ## 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): 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 1 | 25 | | Actionable | 2 | 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/chicagocancer.org - 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 Keep watching this business (https://directindex.org/r/chicagocancer.org/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/chicagocancer.org/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 ยท Rescan now: https://directindex.org/scan?url=chicagocancer.org&force=1