# Dr. Steven R. Osa, Md: Agent-Direct Score F (29.7%) Site: http://endocrinology.org Report: https://directindex.org/r/endocrinology.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.) Dr. Steven R. Osa, Md is largely invisible to agents. Some AI assistants are turned away by Dr. Steven R. Osa, Md'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: 13037224683 - Address: 850 E Harvard Ave Ste 405, 80210-5077, Denver ## Nearby, also direct Places near Dr. Steven R. Osa, Md that take a booking or an order on their own website, with no marketplace in between. - Associates of Otolaryngology (20 m): https://directindex.org/r/denvercoloradoearnosethroatallergysinusdoctors.com - New Day Dentistry (20 m): https://directindex.org/r/newdaydentistrycolorado.com - Neurosurgery One (40 m): https://directindex.org/r/neurosurgeryone.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 - **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (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 - **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 - **robots.txt blocks GPTBot, ClaudeBot, Google-Extended.** (+3.7 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. ``` # Dr. Steven R. Osa, Md > organization in 850 E Harvard Ave Ste 405, 80210-5077, Denver, Denver dentists, clinics and vets. Phone 13037224683. ## About - Website: http://endocrinology.org - 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 701 of 802 in Denver dentists, clinics and vets. Top 87% 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% | no | | Publish the menu or price list as HTML | 9% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | no | | Structured data with address, phone and hours | 49% | no | | Have an llms.txt | 33% | no | Nearest places in the index: Endocrinology Associates (F, 0 m, https://directindex.org/r/wordpress.com); Summit Health and Pain (D, 6 m, https://directindex.org/r/summithealthandpain.com); Foothills Urogynecology (D, 6 m, https://directindex.org/r/urogyns.com); OnPoint Internal Medicine at Harvard Park (D, 10 m, https://directindex.org/r/onpointinternalmedicine.com); Senior Dental Services (F, 13 m, https://directindex.org/r/accessmobiledental.com); Michael Dunn, MD - Family Medicine (D, 17 m, https://directindex.org/r/mdvip.com); Associates of Otolaryngology (B, 18 m, https://directindex.org/r/denvercoloradoearnosethroatallergysinusdoctors.com); New Day Dentistry (C, 20 m, https://directindex.org/r/newdaydentistrycolorado.com); Harvard Avenue Internal Medicine (F, 35 m, https://directindex.org/r/coloradophysicianpartners.com); Neurosurgery One (B, 35 m, https://directindex.org/r/neurosurgeryone.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/endocrinology.org/agent-view ## Businesses like Dr. Steven R. Osa, Md 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 | 802 | 52% | 21% | 29.7% | The best of the businesses of the same kind in Denver dentists, clinics and vets: Onus iV Bar at The Highlands (A 95.4%, https://directindex.org/r/onusiv.com); Overland Animal Hospital (A 95.4%, https://directindex.org/r/overlandanimalhospital.com); 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). With the three fixes above (No online booking link on the website; The server turns AI crawlers away at the door; Structured data is incomplete), the score would be about 78.9%. That would be 61st of 802 in Denver dentists, clinics and vets, up from 701st. ## The direct record What agents get for Dr. Steven R. Osa, Md, as JSON: https://directindex.org/api/direct/endocrinology.org - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 13037224683 ## 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 | 11.3 | 25 | | Readable | 8 | 25 | | Actionable | 0 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/endocrinology.org - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: yes - Content Signals in robots.txt: yes - 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: yes - 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/endocrinology.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/endocrinology.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=endocrinology.org&force=1