# Stein Oral & Facial Surgery: Agent-Direct Score F (32.8%) Site: http://drstephenstein.com/ Report: https://directindex.org/r/drstephenstein.com 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.) Stein Oral & Facial Surgery is largely invisible to agents. Some AI assistants are turned away by Stein Oral & Facial Surgery's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: 3037913232 - Address: 3737 E 1st Ave Ste B, 80206, Denver ## Nearby, also direct Places near Stein Oral & Facial Surgery that take a booking or an order on their own website, with no marketplace in between. - Paramount Health Directions (160 m): https://directindex.org/r/paramounthealthdirections.com - Cherry Creek DDS (260 m): https://directindex.org/r/cherrycreekdds.com - The Hearing Clinic (270 m): https://directindex.org/r/hearcolorado.org - Denver Audiology (270 m): https://directindex.org/r/denveraudiology.net - Madison Street Surgery Center (300 m): https://directindex.org/r/omnieye.com ## What to fix first - **No online booking 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 an online appointment page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. 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 (challenge:attention required), ClaudeBot (challenge:attention required) 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 - **robots.txt blocks GPTBot, ClaudeBot, Google-Extended, Perplexity-User.** (+5 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents - **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 ``` robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. ``` # Let AI assistants read the site: they send people to you; a marketplace keeps them. # Remove any Disallow lines for these names elsewhere in this file. User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: / User-agent: OAI-SearchBot Allow: / User-agent: ChatGPT-User Allow: / User-agent: Claude-User Allow: / User-agent: Perplexity-User Allow: / ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Stein Oral & Facial Surgery > organization in 3737 E 1st Ave Ste B, 80206, Denver, Denver dentists, clinics and vets. Phone 3037913232. ## About - Website: http://drstephenstein.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **Structured data found (Organization).** no address, phone or hours in it ## Where it stands Not ranked yet in Denver dentists, clinics and vets. | 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 | 20% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | no | | Structured data with address, phone and hours | 40% | no | | Have an llms.txt | 20% | no | Nearest places in the index: Dental and Implant Centers of Colorado (C, 14 m, https://directindex.org/r/diccolorado.com); New Image Dental Implant Center (D, 21 m, https://directindex.org/r/newimagedentalimplants.com); Sunrise Pediatric Dentistry (C, 109 m, https://directindex.org/r/sunrisepedsdentistry.com); Paramount Health Directions (C, 159 m, https://directindex.org/r/paramounthealthdirections.com); Cj Tsamasfyros Llc (D, 256 m, https://directindex.org/r/coloradofamilymedicine.com); Louisa Gallegos Dds, Msd (C, 256 m, https://directindex.org/r/louisagallegosdds.com); Cherry Creek DDS (B, 262 m, https://directindex.org/r/cherrycreekdds.com); The Hearing Clinic (B, 266 m, https://directindex.org/r/hearcolorado.org); Denver Audiology (F, 271 m, https://directindex.org/r/denveraudiology.net); Madison Street Surgery Center (B, 295 m, https://directindex.org/r/omnieye.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. Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 32.8%. See what an AI agent reads on this site: https://directindex.org/r/drstephenstein.com/agent-view ## Businesses like Stein Oral & Facial Surgery in Denver dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Denver dentists, clinics and vets | 56 | 54% | 27% | 32.8% | | Sites built with WordPress in Denver dentists, clinics and vets | 316 | 60% | 34% | 32.8% | The best of the sites built with WordPress in Denver dentists, clinics and vets: Highland Dental Care (A 90.8%, https://directindex.org/r/denverhighlanddental.com); Union Orthodontics and Pediatric Dentistry (A 90.8%, https://directindex.org/r/smilewithunion.com); Washington Park Family Dental (A 88.8%, https://directindex.org/r/washparkfamilydental.com); Southmoor Pediatric Dentistry (A 87.7%, https://directindex.org/r/southmoorkids.com); 5280 Veterinary Care (B 84.6%, https://directindex.org/r/5280vet.com). With the three fixes above (No online booking link on the website; Structured data is incomplete; No list of services and prices found), the score would be about 77.4%. That would be 7th of 56 in Denver dentists, clinics and vets, up from not ranked today. ## The direct record What agents get for Stein Oral & Facial Surgery, as JSON: https://directindex.org/api/direct/drstephenstein.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 3037913232 ## 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 | 13.3 | 25 | | Readable | 8 | 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/drstephenstein.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 Keep watching this business (https://directindex.org/r/drstephenstein.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/drstephenstein.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=drstephenstein.com&force=1