# Dra. Pamela Denis Lozano Montes: Agent-Direct Score D (49.2%) Site: http://www.pediatraenmonterrey.mx/ Report: https://directindex.org/r/pediatraenmonterrey.mx Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Dra. Pamela Denis Lozano Montes is hard for agents to use. An AI assistant can open Dra. Pamela Denis Lozano Montes's website. It can read what Dra. Pamela Denis Lozano Montes offers. To book or order, it is sent to Docplanner (MioDottore, Doctoralia, jameda), a marketplace. ## Direct links - Menu: http://www.pediatraenmonterrey.mx/pediatra-especialista-en-alimentacion-complementaria-en-monterrey.html - Phone: +528124661949 - Address: Swiss Hospital Centro Médico Calzada, Calz. Mauricio Fernández Garza 121-Piso 3 B-304, 64660, Monterrey - WhatsApp: a link on the site ## Nearby, also direct Places near Dra. Pamela Denis Lozano Montes that take a booking or an order on their own website, with no marketplace in between. - Vantash (10 m): https://directindex.org/r/vantash.com - URO4U Monterrey (30 m): https://directindex.org/r/urologoenmonterrey.mx ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Dentist, MedicalClinic, Physiotherapy or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Appointments only through docplanner.** (+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 working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **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 ## What the site tells visitors (Measured, not scored) - **The footer says © 2021.** Visitors and assistants may read that year as the last time anyone looked after the site. In Monterrey, 51% of comparable sites that show a year say 2025 or later. - **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Monterrey, 4.9% of comparable sites declare one. ## 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. ``` # Dra. Pamela Denis Lozano Montes > local business in Swiss Hospital Centro Médico Calzada, Calz. Mauricio Fernández Garza 121-Piso 3 B-304, 64660, Monterrey, Monterrey dentists, clinics and vets. Phone +528124661949. ## Book or order directly - Menu: http://www.pediatraenmonterrey.mx/pediatra-especialista-en-alimentacion-complementaria-en-monterrey.html ## About - Website: http://www.pediatraenmonterrey.mx/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **List of services and prices is an HTML page.** Agents can read the items and prices. ## Where it stands 180 of 528 in Monterrey dentists, clinics and vets. Top 34% 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 | 57% | no | | Publish the menu or price list as HTML | 7% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes | | Structured data with address, phone and hours | 20% | no | | Have an llms.txt | 39% | no | Nearest places in the index: Vantash (C, 12 m, https://directindex.org/r/vantash.com); Armoné Medicina Estética (D, 16 m, https://directindex.org/r/armone.mx); URO4U Monterrey (C, 33 m, https://directindex.org/r/urologoenmonterrey.mx); Clinica Del Dolor (F, 76 m, https://directindex.org/r/clinicadeldolormty.com); Ronquido Monterrey (F, 82 m, https://directindex.org/r/ronquidomonterrey.com); Biosalud (D, 92 m, https://directindex.org/r/biosalud.com.mx); Dr. Eduardo Mustieles (F, 95 m, https://directindex.org/r/dreduardomustieles.com); Dr. Anwar García (F, 264 m, https://directindex.org/r/dranwargarcia.com); Dr. Eduardo Gómez García (D, 276 m, https://directindex.org/r/dreduardogomez.com); Dr. Manuel de Alba (F, 276 m, https://directindex.org/r/tuopcionbariatrica.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 Monterrey dentists, clinics and vets and named 52 places. Dra. Pamela Denis Lozano Montes wasn't one of them. See who was named: https://directindex.org/city/monterrey-clinics/recommended Compared with its peers: Sites using Docplanner (MioDottore, Doctoralia, jameda) 48% (2% A or B, 1953 sites); This site 49.2%. See what an AI agent reads on this site: https://directindex.org/r/pediatraenmonterrey.mx/agent-view ## Businesses like Dra. Pamela Denis Lozano Montes in Monterrey dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Monterrey dentists, clinics and vets | 528 | 42% | 6% | 49.2% | | Sites using Docplanner (MioDottore, Doctoralia, jameda) in Monterrey dentists, clinics and vets | 44 | 46% | 2% | 49.2% | The best of the sites using Docplanner (MioDottore, Doctoralia, jameda) in Monterrey dentists, clinics and vets: Dr. Juan René Cornejo (B 83.1%, https://directindex.org/r/cardias.mx); Cardiólogo en Monterrey - Dr. Omar Carrasco (C 56.9%, https://directindex.org/r/cardiologosenmty.com); Cirujano General y Bariátrico en Monterrey - Dr. Abel Peña (C 56.9%, https://directindex.org/r/cirujanoenmonterrey.com); Dra. Gabriela Dominguez (C 56.9%, https://directindex.org/r/dragabrieladominguez.com); Labioplastia en Monterrey - Dr. Oscar Suárez (C 56.9%, https://directindex.org/r/labioplastiaenmonterrey.com.mx). With the three fixes above (No structured data for the business; Appointments only through docplanner; No working HTTPS), the score would be about 95.4%, which would be first of 528 in Monterrey dentists, clinics and vets. ## The direct record What agents get for Dra. Pamela Denis Lozano Montes, as JSON: https://directindex.org/api/direct/pediatraenmonterrey.mx - Book: none on record - Order: none on record - Menu: http://www.pediatraenmonterrey.mx/pediatra-especialista-en-alimentacion-complementaria-en-monterrey.html (html_page; from the scan) - Hours: none on record - Phone: +528124661949 - Stable links that count: https://directindex.org/go/pediatraenmonterrey.mx/menu ## 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, Docplanner (MioDottore, Doctoralia, jameda): 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 | 22 | 25 | | Readable | 7 | 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/pediatraenmonterrey.mx - 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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: no Keep watching this business (https://directindex.org/r/pediatraenmonterrey.mx/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/pediatraenmonterrey.mx/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 · Rescan now: https://directindex.org/scan?url=pediatraenmonterrey.mx&force=1