# Mill City Dental: Agent-Direct Score D (42.9%) Site: https://millcitydental.com/ Report: https://directindex.org/r/millcitydental.com Scanned: 2026-10-16 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Mill City Dental is hard for agents to use. Some AI assistants are turned away by Mill City Dental's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://www.millcitydental.com/appointment (on the business's own site) - Phone: +16123773740 - Address: Laurel Avenue West 2218 55405 Minneapolis ## Nearby, also direct Places near Mill City Dental that take a booking or an order on their own website, with no marketplace in between. - Mobile Rehab (840 m): https://directindex.org/r/mobilerehabinc.com - Market Street Dermatology (1.8 km): https://directindex.org/r/marketstreetdermatology.com ## 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 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 - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that 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, 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 ## 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. ``` # Mill City Dental > dentist in Laurel Avenue West 2218 55405 Minneapolis, Minneapolis dentists, clinics and vets. Phone +16123773740. ## Book or order directly - Book: https://www.millcitydental.com/appointment (on the business's own site) ## About - Website: https://millcitydental.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 main AI user agents. - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 189 of 261 in Minneapolis dentists, clinics and vets. Top 72% 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 | 96% | yes | | Publish the menu or price list as HTML | 0% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | no | | Structured data with address, phone and hours | 37% | no | | Have an llms.txt | 30% | no | Nearest places in the index: Matthew Thorson, Md (F, 706 m, https://directindex.org/r/asapclinics.com); Mobile Rehab (C, 835 m, https://directindex.org/r/mobilerehabinc.com); Kenwood Pet Clinic (D, 1359 m, https://directindex.org/r/kenwoodpetclinic.com); 1st Choice Pediatric Home Care - Qaybta Af Somaaliga (D, 1562 m, https://directindex.org/r/1stchoicepediatric.com); Adam Fox, Md (F, 1703 m, https://directindex.org/r/adamfoxmd.com); Market Street Dermatology (C, 1754 m, https://directindex.org/r/marketstreetdermatology.com); Smile Orthodontics Minneapolis (D, 1938 m, https://directindex.org/r/smileortho.net); Uptown Natural Care Center (D, 1954 m, https://directindex.org/r/uptownnaturalcarecenter.com); Ian Felton, MA, Psychotherapist & Counselor (F, 1964 m, https://directindex.org/r/ianfelton.com); The Footworks (D, 2017 m, https://directindex.org/r/thefootworks.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 Minneapolis dentists, clinics and vets and named 62 places. Mill City Dental wasn't one of them. See who was named: https://directindex.org/city/minneapolis-clinics/recommended See what an AI agent reads on this site: https://directindex.org/r/millcitydental.com/agent-view ## Businesses like Mill City Dental in Minneapolis dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Minneapolis dentists, clinics and vets | 261 | 50% | 19% | 42.9% | The best of the businesses of the same kind in Minneapolis dentists, clinics and vets: Blue Cross Animal Hospital (B 84.6%, https://directindex.org/r/bluecrossanimal.com); City Vets (B 84.6%, https://directindex.org/r/cityscapevets.com); Downtown Periodontics & Implant Dentistry (B 84.6%, https://directindex.org/r/downtownperio.com); Isles Dental (B 84.6%, https://directindex.org/r/islesdental.com); Parkway Dental Center (B 84.6%, https://directindex.org/r/parkwaydentalcentermn.com). With the three fixes above (No structured data for the business; No list of services and prices found; The server turns AI crawlers away at the door), the score would be about 77.5%. That would be 14th of 261 in Minneapolis dentists, clinics and vets, up from 189th. ## The direct record What agents get for Mill City Dental, as JSON: https://directindex.org/api/direct/millcitydental.com - Book: https://www.millcitydental.com/appointment (own site; could not verify: failed (2026-10-19)) - Order: none on record - Menu: none on record - Hours: none on record - Phone: +16123773740 - Stable links that count: https://directindex.org/go/millcitydental.com/book ## 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 | 18.3 | 25 | | Readable | 1 | 25 | | Actionable | 15 | 30 | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/millcitydental.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 Keep watching this business (https://directindex.org/r/millcitydental.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/millcitydental.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 ยท Rescan now: https://directindex.org/scan?url=millcitydental.com&force=1