# Pediatric Epilepsy & Neurology Specialists: Agent-Direct Score C (64.6%) Site: http://www.pensoftampabay.com Report: https://directindex.org/r/pensoftampabay.com Scanned: 2026-11-12 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Pediatric Epilepsy & Neurology Specialists is partly visible to agents. Some AI assistants are turned away by Pediatric Epilepsy & Neurology Specialists'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.pensoftampabay.com/office/appointment-request (on the business's own site) - Phone: +18138737367 - Address: 508 S Habana Ave, Tampa 33609-4137 ## Nearby, also direct Places near Pediatric Epilepsy & Neurology Specialists that take a booking or an order on their own website, with no marketplace in between. - Westchase Gastroenterology (30 m): https://directindex.org/r/westchasegi.com - Waypoint Orthopaedic Associates (30 m): https://directindex.org/r/waypointortho.com - Florida Pain Medicine (40 m): https://directindex.org/r/floridapainmedicine.com - Orbis Performance & Wellness (40 m): https://directindex.org/r/orbismd.com - Dana Coberly (40 m): https://directindex.org/r/drcoberly.com ## What to fix first - **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (challenge:access denied), ClaudeBot (challenge:access denied), PerplexityBot (challenge:access denied) 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 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.** (+3 points) Missing: 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 ## 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. ``` # Pediatric Epilepsy & Neurology Specialists > medical business in 508 S Habana Ave, Tampa 33609-4137, Tampa dentists, clinics and vets. Phone +18138737367. ## Book or order directly - Book: https://www.pensoftampabay.com/office/appointment-request (on the business's own site) ## About - Website: http://www.pensoftampabay.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. - **Structured data found (MedicalBusiness).** address, phone - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 245 of 649 in Tampa dentists, clinics and vets. Top 38% 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 | 94% | yes | | Publish the menu or price list as HTML | 28% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 99% | no | | Structured data with address, phone and hours | 69% | no | | Have an llms.txt | 24% | no | Nearest places in the index: The Health Associates of Tampa (B, 4 m, https://directindex.org/r/thatmd.com); South Tampa Medical Center (C, 17 m, https://directindex.org/r/tmsofsouthtampa.com); Brian Gadbois, MD (F, 23 m, https://directindex.org/r/azurewebsites.net); Westchase Gastroenterology (B, 27 m, https://directindex.org/r/westchasegi.com); Waypoint Orthopaedic Associates (D, 27 m, https://directindex.org/r/waypointortho.com); Total Spine & Brain Institute (tampa) (C, 27 m, https://directindex.org/r/totalspinebrain.com); Tampa Bay Reflux Center (C, 27 m, https://directindex.org/r/tampabayrenal.com); Florida Pain Medicine (B, 35 m, https://directindex.org/r/floridapainmedicine.com); Orbis Performance & Wellness (C, 35 m, https://directindex.org/r/orbismd.com); Dana Coberly (B, 42 m, https://directindex.org/r/drcoberly.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/pensoftampabay.com/agent-view ## Businesses like Pediatric Epilepsy & Neurology Specialists in Tampa dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Tampa dentists, clinics and vets | 649 | 55% | 33% | 64.6% | The best of the businesses of the same kind in Tampa dentists, clinics and vets: Jeffrey A. Hunt Do, Rvs, Rvpi (A 96.3%, https://directindex.org/r/veincentertampa.com); New Tampa Smiles (A 96.3%, https://directindex.org/r/newtampasmile.com); Tampapainmd (A 96.3%, https://directindex.org/r/tampapainmd.com); Advanced Dental Associates of Tampa Palms (A 87.5%, https://directindex.org/r/dentisttampa.com); Dr. Riham Diasti, Dmd (A 87.5%, https://directindex.org/r/coastdental.com). With the three fixes above (The server turns AI crawlers away at the door; No list of services and prices found; Structured data is incomplete), the score would be about 95.4%. That would be 4th of 649 in Tampa dentists, clinics and vets, up from 245th. ## The direct record What agents get for Pediatric Epilepsy & Neurology Specialists, as JSON: https://directindex.org/api/direct/pensoftampabay.com - Book: https://www.pensoftampabay.com/office/appointment-request (own site; found by the scan of 2026-11-12, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: +18138737367 - Stable links that count: https://directindex.org/go/pensoftampabay.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 Found one hop past the home page: booking page /office/appointment-request: booking link (other). ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 15 | 25 | | Readable | 12 | 25 | | Actionable | 15 | 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/pensoftampabay.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/pensoftampabay.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/pensoftampabay.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=pensoftampabay.com&force=1