# Love Lamp Matcha: Agent-Direct Score F (35.4%) Site: https://lovelampmatcha.com Report: https://directindex.org/r/lovelampmatcha.com Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Love Lamp Matcha is largely invisible to agents. ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Love Lamp Matcha > cafe or coffee shop in Barton Springs Road 1601 78704 Austin, Austin cafes and bars. ## About - Website: https://lovelampmatcha.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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. ## Since the scan of 2026-10-14 (F then) - Fixed: nothing - New: nothing ## Where it stands 159 of 224 in Austin cafes and bars. Top 71% of the sites scanned in this index. | What the top tenth of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 91% | no | | Publish the menu or price list as HTML | 96% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes | | Structured data with address, phone and hours | 43% | no | | Have an llms.txt | 35% | no | Nearest places in the index: Barton Springs Saloon (F, 300 m, https://directindex.org/r/bartonspringssaloonatx.com); Café at the Loren (C, 525 m, https://directindex.org/r/thelorenhotels.com); Gibson Street Bar (D, 776 m, https://directindex.org/r/gibsonstreetbar.com); Postino (A, 913 m, https://directindex.org/r/postino.com); Better Half Coffee & Cocktails (C, 1080 m, https://directindex.org/r/betterhalfbar.com); Codependent Cocktails + Coffee (A, 1219 m, https://directindex.org/r/codependentatx.com); Remedy (A, 1299 m, https://directindex.org/r/remedyaustin.com); Mean Eyed Cat (F, 1422 m, https://directindex.org/r/themeaneyedcat.com); Rosen's Bagels (C, 1532 m, https://directindex.org/r/rosensbagels.com); The Cabana Bar at Hotel ZaZa (D, 1586 m, https://directindex.org/r/hotelzaza.com). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Score over 3 scans since 2026-10-14: 2026-10-14 35%, 2026-10-14 35%, 2026-10-15 35%. See what an AI agent reads on this site: https://directindex.org/r/lovelampmatcha.com/agent-view ## Businesses like Love Lamp Matcha in Austin cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Austin cafes and bars | 224 | 48% | 27% | 35.4% | The best of Same kind in Austin cafes and bars: Codependent Cocktails + Coffee (A 100%, https://directindex.org/r/codependentatx.com); Merit Coffee (A 100%, https://directindex.org/r/meritcoffee.com); Cherrywood Coffee House (A 96.3%, https://directindex.org/r/cherrywoodcoffeehouse.com); Dhaba Cafe (A 93.8%, https://directindex.org/r/dhabacafeatx.com); Kerbey Lane Cafe (A 93.8%, https://directindex.org/r/kerbeylanecafe.com). With the three fixes above (No structured data for the business; No booking or ordering path at all; No menu or price list found) the score would be about 92.3%: 7th of 224 in Austin cafes and bars, up from 159th. ## The direct record What agents get for Love Lamp Matcha, as JSON: https://directindex.org/api/direct/lovelampmatcha.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: none on record ## 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 | 23 | 25 | | Readable | 0 | 25 | | Actionable | 0 | 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/lovelampmatcha.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: yes - 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/lovelampmatcha.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/lovelampmatcha.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=lovelampmatcha.com&force=1