# Leonora Fihman, Dpm: Agent-Direct Score C (56.9%) Site: https://www.drfihman.com Report: https://directindex.org/r/drfihman.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.) Leonora Fihman, Dpm is partly visible to agents. An AI assistant can open Leonora Fihman, Dpm's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to Zocdoc, a marketplace. ## Direct links - Phone: 13104421975 - Address: 11600 Wilshire Blvd Ste 322, 90025-1783, Los Angeles ## Nearby, also direct Places near Leonora Fihman, Dpm that take a booking or an order on their own website, with no marketplace in between. - Ocean Breeze Dental Care (0 m): https://directindex.org/r/oceanbreezedentalcare.com - Changrui (ray) Liu, Dds (0 m): https://directindex.org/r/brentwoodpremierdentalgroup.com - Artlab Dentistry Brentwood (0 m): https://directindex.org/r/artlabdentistry.com - Evolution Physical Therapy and Fitness (0 m): https://directindex.org/r/evolutionphysicaltherapy.com - Lazar Retina (30 m): https://directindex.org/r/lazarretina.com ## What to fix first - **Appointments only through zocdoc.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. 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 - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 +18187981919, but OpenStreetMap or Overture Maps lists 13104421975. 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. ``` # Leonora Fihman, Dpm > organization in 11600 Wilshire Blvd Ste 322, 90025-1783, Los Angeles, Los Angeles dentists, clinics and vets. Phone 13104421975. ## About - Website: https://www.drfihman.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. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (Organization).** no address, phone or hours in it ## Where it stands 1106 of 2992 in Los Angeles dentists, clinics and vets. Top 37% 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 | 97% | no | | Publish the menu or price list as HTML | 6% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 99% | yes | | Structured data with address, phone and hours | 29% | no | | Have an llms.txt | 34% | no | Nearest places in the index: Ocean Breeze Dental Care (B, 0 m, https://directindex.org/r/oceanbreezedentalcare.com); Esther Feldman Dmd Ms (D, 0 m, https://directindex.org/r/drfeldmanortho.com); Changrui (ray) Liu, Dds (D, 0 m, https://directindex.org/r/brentwoodpremierdentalgroup.com); Artlab Dentistry Brentwood (B, 0 m, https://directindex.org/r/artlabdentistry.com); Southern California Implant and Cosmetic Center (D, 2 m, https://directindex.org/r/socalimplants.com); Evolution Physical Therapy and Fitness (C, 4 m, https://directindex.org/r/evolutionphysicaltherapy.com); Cong Ivy Ran, MD PhD (D, 13 m, https://directindex.org/r/dr2ran.com); La Dental Day Spa (F, 19 m, https://directindex.org/r/ladentaldayspa.com); Lazar Retina (D, 25 m, https://directindex.org/r/lazarretina.com); Los Angeles Neurology | Danny Benmoshe, M.D. (D, 40 m, https://directindex.org/r/la-neurology.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 Los Angeles dentists, clinics and vets and named 61 places. Leonora Fihman, Dpm wasn't one of them. See who was named: https://directindex.org/city/los-angeles-clinics/recommended Compared with its peers: Sites using Zocdoc 48% (4% A or B, 77 sites); This site 56.9%. See what an AI agent reads on this site: https://directindex.org/r/drfihman.com/agent-view ## Businesses like Leonora Fihman, Dpm in Los Angeles dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles dentists, clinics and vets | 2992 | 45% | 16% | 56.9% | | Sites using Zocdoc in Los Angeles dentists, clinics and vets | 43 | 49% | 2% | 56.9% | The best of the sites using Zocdoc in Los Angeles dentists, clinics and vets: Woodman Medical Clinic (B 75.4%, https://directindex.org/r/woodmandentalcare.com); Schweiger Dermatology Group - DTLA (C 69.2%, https://directindex.org/r/schweigerderm.com); Dental Emergency Los Angeles (C 66.2%, https://directindex.org/r/drbruceedwardking.com); Dr. Ahdout Cosmetic Dentistry Woodland Hills (C 66.2%, https://directindex.org/r/smilescreator.com); Laents | West Hills (C 66.2%, https://directindex.org/r/laents.com). With the three fixes above (Appointments only through zocdoc; No list of services and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 2,992 in Los Angeles dentists, clinics and vets. ## The direct record What agents get for Leonora Fihman, Dpm, as JSON: https://directindex.org/api/direct/drfihman.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 13104421975 ## 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 - Vendor terms for agents, Zocdoc: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 9 | 25 | | Actionable | 3 | 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/drfihman.com - 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: 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/drfihman.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/drfihman.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=drfihman.com&force=1