# MD Kids Pediatrics: Agent-Direct Score D (49.2%) Site: https://mdmedicalgroup.us/location/lake-highlands/ Report: https://directindex.org/r/mdkidspediatrics.com Scanned: 2026-10-25 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) MD Kids Pediatrics is hard for agents to use. An AI assistant can open MD Kids Pediatrics'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, through healow.com. ## Direct links - Phone: +15614777700 - Address: Abrams Road 8830 75243 Dallas - Languages: English, Spanish ## Nearby, also direct Places near MD Kids Pediatrics that take a booking or an order on their own website, with no marketplace in between. - Dallas Orthodontics (120 m): https://directindex.org/r/dallas-ortho.com - Gentle Dentistry (120 m): https://directindex.org/r/drdeborahmeadows.com - Dallas Periodontal (1.1 km): https://directindex.org/r/dallasimplant.com ## What to fix first - **No structured data for the business.** (+14 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 through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller 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 that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # MD Kids Pediatrics > physician in Abrams Road 8830 75243 Dallas, Dallas dentists, clinics and vets. Phone +15614777700. ## About - Website: https://mdmedicalgroup.us/location/lake-highlands/ - 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. ## Since the scan of 2026-10-23 (D then) - Fixed: nothing - New: nothing ## Where it stands 881 of 1529 in Dallas dentists, clinics and vets. Top 58% 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 | 3% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 40% | no | | Have an llms.txt | 31% | no | Nearest places in the index: Paragon Care Physical Therapy (F, 13 m, https://directindex.org/r/paragoncarellc.com); Dallas Orthodontics (B, 115 m, https://directindex.org/r/dallas-ortho.com); Gentle Dentistry (D, 121 m, https://directindex.org/r/drdeborahmeadows.com); Abrams Royal Animal Clinic (D, 215 m, https://directindex.org/r/abramsroyalanimalclinic.com); Faith Ambulatory Surgery Center (D, 1142 m, https://directindex.org/r/faithasc.com); Dallas Periodontal (C, 1146 m, https://directindex.org/r/dallasimplant.com); Elite-Care Rheumatology & Infusion Center (F, 1161 m, https://directindex.org/r/elitecarerheumatology.com); Cynthia Ann Cook (D, 1169 m, https://directindex.org/r/dallasdentaloffice.com); Lonnie L Whiddon, Md (C, 1197 m, https://directindex.org/r/dallasketaminespecialist.com); Lake Meadow Dental Group (D, 1200 m, https://directindex.org/r/lakemeadowdental.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 Dallas dentists, clinics and vets and named 61 places. MD Kids Pediatrics wasn't one of them. See who was named: https://directindex.org/city/dallas-clinics/recommended Score over 2 scans since 2026-10-23: 2026-10-23 49%, 2026-10-25 49%. See what an AI agent reads on this site: https://directindex.org/r/mdkidspediatrics.com/agent-view ## Businesses like MD Kids Pediatrics in Dallas dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Dallas dentists, clinics and vets | 1529 | 50% | 18% | 49.2% | The best of the businesses of the same kind in Dallas dentists, clinics and vets: Achilles Footcare Center (B 84.6%, https://directindex.org/r/dallasfoothealth.com); Advanced Foot Specialists (B 84.6%, https://directindex.org/r/advancedfootspecialists.com); AdvancedYOU BioHacking & Human Enhancement (B 84.6%, https://directindex.org/r/advanced-you.com); Advantage Vascular (B 84.6%, https://directindex.org/r/advantagevascular.com); AllCare Foot & Ankle Center (B 84.6%, https://directindex.org/r/allcarefootdoc.com). With the three fixes above (No structured data for the business; Appointments through an unrecognised third party; No list of services and prices found), the score would be about 95.4%, which would be first of 1,529 in Dallas dentists, clinics and vets. This site appears in 3 cities (3 places on mdkidspediatrics.com). https://directindex.org/brand/mdkidspediatrics.com ## The direct record What agents get for MD Kids Pediatrics, as JSON: https://directindex.org/api/direct/mdkidspediatrics.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +15614777700 ## 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 | 25 | 25 | | Readable | 1 | 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/mdkidspediatrics.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: no Keep watching this business (https://directindex.org/r/mdkidspediatrics.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/mdkidspediatrics.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=mdkidspediatrics.com&force=1