# Precision OB GYN: Agent-Direct Score D (51.2%) Site: https://precisionobgyn.com/ Report: https://directindex.org/r/precisionobgyn.com Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Precision OB GYN is hard for agents to use. Some AI assistants are turned away by the website of Precision OB GYN. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly, through precisionobgynfl.com. ## Direct links - Phone: +13058518980 ## What to fix first - **Appointments through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. 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 with services and prices as text and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403) 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 - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 - **The phone on the site is not the one the open data lists.** The site shows (305)%20424-8622; OpenStreetMap or Overture Maps lists +13058518980. An assistant that sees two different numbers does not know which to trust. Correct the wrong one: the site, or the map data at openstreetmap.org. ## 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. ``` # Precision OB GYN > person in 330 SW 27th Ave 609 Suite C, 33135, Miami, Miami dentists, clinics and vets. Phone +13058518980. ## About - Website: https://precisionobgyn.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. - **Structured data present (Person).** but without address, phone or hours ## Where it stands 1504 of 2809 in Miami dentists, clinics and vets. Top 54% 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% | no | | Publish the menu or price list as HTML | 5% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 95% | no | | Structured data with address, phone and hours | 42% | no | | Have an llms.txt | 41% | no | Nearest places in the index: A & D Doctors Center (F, 3 m, https://directindex.org/r/addoctorcenter.com); Llopiz Medical Practice (F, 20 m, https://directindex.org/r/llopizmedical.com); Accident Clinic Miami Pro Medical (F, 31 m, https://directindex.org/r/promedicalinstitute.com); Made Men Medicine (F, 124 m, https://directindex.org/r/expireddomains.com); Thera-pro Care Llc (D, 144 m, https://directindex.org/r/thera-procare.com); Miami Behavioral Health Center (F, 393 m, https://directindex.org/r/mbhc.org); Bright Smiles Miami (C, 442 m, https://directindex.org/r/brightsmilesmiami.com); Miami Pet Clinic (D, 462 m, https://directindex.org/r/miamipetclinic.com); Aguiar Animal Hospital (C, 468 m, https://directindex.org/r/thehealmobile.biz); Leyany Nodarse Fleites, Pa-c Palm Medical Centers - Little Havana (B, 470 m, https://directindex.org/r/palmmedicalcenters.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 WordPress 59% (32% A or B, 54721 sites); This site 51.2%. See what an AI agent reads on this site: https://directindex.org/r/precisionobgyn.com/agent-view ## Businesses like Precision OB GYN in Miami dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Miami dentists, clinics and vets | 2809 | 50% | 22% | 51.2% | | Sites built with WordPress in Miami dentists, clinics and vets | 1319 | 61% | 36% | 51.2% | The best of the sites built with WordPress in Miami dentists, clinics and vets: Alternative Medical Center (A 95.4%, https://directindex.org/r/kolas.com); Del Campo Dermatology & Laser Institute (A 95.4%, https://directindex.org/r/delcampoderm.com); Zayas Dental (A 90.8%, https://directindex.org/r/zayasdental.com); Aventura Dermatology (A 89.2%, https://directindex.org/r/aventuradermatology.com); Beachside Physical Therapy (A 86.2%, https://directindex.org/r/h2health.com). With the three fixes above (Appointments through an unrecognised third party; No list of services and prices found; The server turns AI crawlers away at the door) the score would be about 86.2%: 7th of 2,809 in Miami dentists, clinics and vets, up from 1504th. ## The direct record What agents get for Precision OB GYN, as JSON: https://directindex.org/api/direct/precisionobgyn.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +13058518980 ## 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 | 9 | 25 | | Actionable | 6 | 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/precisionobgyn.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: yes - OAuth protected resource metadata: yes - 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/precisionobgyn.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/precisionobgyn.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=precisionobgyn.com&force=1