# Midnight Oil: Agent-Direct Score C (56.9%) Site: https://www.mnolbc.com Report: https://directindex.org/r/mnolbc.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Midnight Oil is partly visible to agents. ## Direct links - Menu: https://www.mnolbc.com/s/HandLaundryMenu.pdf ## What to fix first - **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 - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # Midnight Oil > bar or pub in Long Beach Boulevard 255 90802 Long Beach, Los Angeles cafes and bars. ## Book or order directly - Menu: https://www.mnolbc.com/s/HandLaundryMenu.pdf ## Opening hours Tu-Th 16:30-23:00, Fr-Sa 16:30-24:00, Su 16:30-23:00 ## About - Website: https://www.mnolbc.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. - **Structured data present (LocalBusiness).** but without address, phone or hours ## Where it stands 173 of 484 in Los Angeles cafes and bars. Top 36% 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 | 96% | no | | Publish the menu or price list as HTML | 92% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes | | Structured data with address, phone and hours | 27% | no | | Have an llms.txt | 18% | no | Nearest places in the index: Recreational Coffee (A, 29 m, https://directindex.org/r/recreationalcoffee.com); Doly‘s Delectables (C, 106 m, https://directindex.org/r/dolysdelectables.com); ISM Brewing (B, 128 m, https://directindex.org/r/ism.beer); The Ordinaire (B, 141 m, https://directindex.org/r/theordinarie.com); The Stave Bar (D, 180 m, https://directindex.org/r/thestavebar.com); Potholder Cafe Too (D, 541 m, https://directindex.org/r/thepotholdercafe.com); Salud (F, 2020 m, https://directindex.org/r/saludjuice.com); Dolores (C, 2143 m, https://directindex.org/r/doloreslbc.com); Joe Jost’s (C, 3171 m, https://directindex.org/r/joejosts.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. Against its peers: Sites built with Squarespace 65% (47% A or B, 7027 sites); This site 56.9%. See what an AI agent reads on this site: https://directindex.org/r/mnolbc.com/agent-view ## Businesses like Midnight Oil in Los Angeles cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Los Angeles cafes and bars | 484 | 40% | 20% | 56.9% | | Built with Squarespace in Los Angeles cafes and bars | 72 | 68% | 54% | 56.9% | The best of Built with Squarespace in Los Angeles cafes and bars: Hey Hey (A 96.3%, https://directindex.org/r/heyheydrinks.com); Idle Hour (A 95%, https://directindex.org/r/idlehourbar.com); Georgia's Lounge (A 93.8%, https://directindex.org/r/georgiaslounge.com); Spirit House (A 91.3%, https://directindex.org/r/eatstickyrice.com); Venice Beach Club (A 90%, https://directindex.org/r/venicebeachclubla.com). With the three fixes above (No booking or ordering path at all; Structured data is incomplete; Menu or price list is a PDF) the score would be about 95.4%: 3rd of 484 in Los Angeles cafes and bars, up from 173rd. ## The direct record What agents get for Midnight Oil, as JSON: https://directindex.org/api/direct/mnolbc.com - Book: none on record - Order: none on record - Menu: https://www.mnolbc.com/s/HandLaundryMenu.pdf (pdf; from the scan) - Hours: Tu-Th 16:30-23:00, Fr-Sa 16:30-24:00, Su 16:30-23:00 (from OpenStreetMap) - Phone: none on record - Stable links that count: https://directindex.org/go/mnolbc.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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 12 | 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/mnolbc.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 Deep report: https://directindex.org/r/mnolbc.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=mnolbc.com&force=1