# Ke Ola Mamo: Agent-Direct Score F (38.5%) Site: https://www.keolamamo.org Report: https://directindex.org/r/keolamamo.org 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.) Ke Ola Mamo is largely invisible to agents. An AI assistant can open Ke Ola Mamo's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: +18084406852 - Address: 321 N Kuakini St Ste 807, Honolulu 96817-2395 ## Nearby, also direct Places near Ke Ola Mamo that take a booking or an order on their own website, with no marketplace in between. - Lee William James, Dds (0 m): https://directindex.org/r/wjleedds.com - Kitagawa Dermatology (0 m): https://directindex.org/r/kitagawadermatology.com - Kristi T. Lopez, Md (0 m): https://directindex.org/r/alohagastro.com - Sato General & Cosmetic Dermatology (10 m): https://directindex.org/r/satodermatology.com - Reis Pediatrics (30 m): https://directindex.org/r/reispediatrics.com ## 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 - **No online booking link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add an online appointment page on your own domain. 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. ``` # Ke Ola Mamo > local business in 321 N Kuakini St Ste 807, Honolulu 96817-2395, Honolulu dentists, clinics and vets. Phone +18084406852. ## About - Website: https://www.keolamamo.org - 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. ## Where it stands 319 of 450 in Honolulu dentists, clinics and vets. Top 71% 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 | 93% | no | | Publish the menu or price list as HTML | 15% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes | | Structured data with address, phone and hours | 61% | no | | Have an llms.txt | 37% | no | Nearest places in the index: Otsuka Eye Care (C, 0 m, https://directindex.org/r/otsukaeyecare.com); Lee William James, Dds (B, 0 m, https://directindex.org/r/wjleedds.com); Kitagawa Dermatology (C, 0 m, https://directindex.org/r/kitagawadermatology.com); Kristi T. Lopez, Md (B, 0 m, https://directindex.org/r/alohagastro.com); Ekahi Health (B, 11 m, https://directindex.org/r/adventisthealth.org); Sato General & Cosmetic Dermatology (C, 13 m, https://directindex.org/r/satodermatology.com); Reis Pediatrics (B, 28 m, https://directindex.org/r/reispediatrics.com); The Clinic for Speech-Language and Swallowing Disorders (D, 129 m, https://directindex.org/r/speechclinichawaii.com); University Health Partners of Hawaii – Hyperbaric Treatment Center (F, 149 m, https://directindex.org/r/uhphawaii.org); Daniel F Brandt, Md (F, 172 m, https://directindex.org/r/drbrandtrheumatology.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 Honolulu dentists, clinics and vets and named 51 places. Ke Ola Mamo wasn't one of them. See who was named: https://directindex.org/city/honolulu-clinics/recommended Compared with its peers: Sites built with Squarespace 61% (41% A or B, 34188 sites); This site 38.5%. See what an AI agent reads on this site: https://directindex.org/r/keolamamo.org/agent-view ## Businesses like Ke Ola Mamo in Honolulu dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Honolulu dentists, clinics and vets | 450 | 48% | 22% | 38.5% | | Sites built with Squarespace in Honolulu dentists, clinics and vets | 36 | 60% | 25% | 38.5% | The best of the sites built with Squarespace in Honolulu dentists, clinics and vets: Leong Family Dental (B 78.5%, https://directindex.org/r/leongfamilydental.com); Ala Moana Dentistry (B 76.3%, https://directindex.org/r/alamoanadentistry.com); Masunaga Dental Group (B 76.3%, https://directindex.org/r/masunagadentalgroup.com); Morisada Meri M MD (B 76.3%, https://directindex.org/r/doctorsinc.com); Honolulu Dermatology (B 75.4%, https://directindex.org/r/honoluluderm.com). With the three fixes above (No structured data for the business; No online booking link on the website; No list of services and prices found), the score would be about 95.4%, which would be first of 450 in Honolulu dentists, clinics and vets. ## The direct record What agents get for Ke Ola Mamo, as JSON: https://directindex.org/api/direct/keolamamo.org - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +18084406852 ## 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 | 0 | 25 | | Actionable | 0 | 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/keolamamo.org - 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/keolamamo.org/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/keolamamo.org/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=keolamamo.org&force=1