# Melrose Umbrella Co.: Agent-Direct Score B (70.8%) Site: http://www.melroseumbrellaco.com/ Report: https://directindex.org/r/melroseumbrellaco.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Melrose Umbrella Co. is mostly ready for agents. An AI assistant can open Melrose Umbrella Co.'s website. It can read what Melrose Umbrella Co. offers. To book or order, it is sent to Resy, a marketplace. ## Direct links - Menu: https://www.melroseumbrellaco.com/menus-copy - Phone: +13239510709 - Address: 7465 Melrose Ave, 90046, Los Angeles ## Nearby, also direct Places near Melrose Umbrella Co. that take a booking or an order on their own website, with no marketplace in between. - The Melrose Station (160 m): https://directindex.org/r/themelrosestation.com - Be Bright Coffee (320 m): https://directindex.org/r/bebrightcoffee.com - Toasted and Roasted (330 m): https://directindex.org/r/toastedandroasted.com - Fika Fika Coffee & Creamery (430 m): https://directindex.org/r/fikafikacoffee.com ## What to fix first - **Booking only through resy.** (+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 - **Structured data is incomplete.** (+4 points) Missing: telephone, 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 ## 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. ## 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. ``` # Melrose Umbrella Co. > local business in 7465 Melrose Ave, 90046, Los Angeles, Los Angeles cafes and bars. Phone +13239510709. ## Book or order directly - Menu: https://www.melroseumbrellaco.com/menus-copy ## About - Website: http://www.melroseumbrellaco.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. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (LocalBusiness).** address - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Resy works with agents through its partners.** Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Terms read on 2026-10-15: https://resy.com/terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 306 of 1376 in Los Angeles cafes and bars. Top 22% 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 | 99% | no | | Publish the menu or price list as HTML | 90% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 41% | no | | Have an llms.txt | 34% | no | Nearest places in the index: Aviator Melrose (C, 20 m, https://directindex.org/r/aviatormelrose.com); Juice Butchers (F, 29 m, https://directindex.org/r/juicebutchers.com); The Melrose Station (D, 164 m, https://directindex.org/r/themelrosestation.com); The Village Idiot (F, 165 m, https://directindex.org/r/villageidiotla.com); La Creme Cafe (D, 188 m, https://directindex.org/r/lacremecafela.com); Blu Jam Cafe (D, 202 m, https://directindex.org/r/blujamcafe.com); Be Bright Coffee (B, 323 m, https://directindex.org/r/bebrightcoffee.com); Toasted and Roasted (B, 330 m, https://directindex.org/r/toastedandroasted.com); Fly By Clipper (F, 412 m, https://directindex.org/r/flybyclipper.com); Fika Fika Coffee & Creamery (D, 427 m, https://directindex.org/r/fikafikacoffee.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. Compared with its peers: Sites built with Squarespace 63% (46% A or B, 18903 sites); Sites using Resy 67% (45% A or B, 830 sites); This site 70.8%. See what an AI agent reads on this site: https://directindex.org/r/melroseumbrellaco.com/agent-view ## Businesses like Melrose Umbrella Co. in Los Angeles cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles cafes and bars | 1376 | 46% | 22% | 70.8% | | Sites built with Squarespace in Los Angeles cafes and bars | 193 | 64% | 42% | 70.8% | | Sites using Resy in Los Angeles cafes and bars | 36 | 66% | 44% | 70.8% | | Sites built with Squarespace and using Resy in Los Angeles cafes and bars | 15 | 69% | 53% | 70.8% | The best of the sites built with Squarespace and using Resy in Los Angeles cafes and bars: Great White (B 84.6%, https://directindex.org/r/greatwhite.cafe); Great White (B 84.6%, https://directindex.org/r/greatwhite.cafe); Great White (B 84.6%, https://directindex.org/r/greatwhite.cafe); Cinque Terre (B 75.4%, https://directindex.org/r/cinqueterrewest.com); Mirabelle Wine Bar (B 75.4%, https://directindex.org/r/mirabellewinebarla.com). With the two fixes above (Booking only through resy; Structured data is incomplete), the score would be about 95.4%. That would be 18th of 1,376 in Los Angeles cafes and bars, up from 306th. ## The direct record What agents get for Melrose Umbrella Co., as JSON: https://directindex.org/api/direct/melroseumbrellaco.com - Book: none on record - Order: none on record - Menu: https://www.melroseumbrellaco.com/menus-copy (html_page; from the scan) - Hours: none on record - Phone: +13239510709 - Stable links that count: https://directindex.org/go/melroseumbrellaco.com/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, Resy: Through partners. Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Read 2026-10-15: https://resy.com/terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 18 | 25 | | Actionable | 3 | 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/melroseumbrellaco.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/melroseumbrellaco.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/melroseumbrellaco.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 · Rescan now: https://directindex.org/scan?url=melroseumbrellaco.com&force=1