# Preston Sushi Bar: Agent-Direct Score D (46.6%) Site: https://www.prestonmarket.com.au/trader-directory/preston-sushi-bar Report: https://directindex.org/r/prestonmarket.com.au Scanned: 2026-10-18 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Preston Sushi Bar is hard for agents to use. Some AI assistants are turned away by Preston Sushi Bar's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online. ## Direct links - Phone: (03) 9470 1345 ## What to fix first - WhatsApp: a link on the site - **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. 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 page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **Structured data is incomplete.** (+5 points) Missing: address, 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 - **The phone number on the site doesn't match the open map data.** The site shows 0478%20015%20633, but OpenStreetMap or Overture Maps lists (03) 9470 1345. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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. ``` # Preston Sushi Bar > local business (sushi) in 3072, Preston, Melbourne. Phone (03) 9470 1345. ## About - Website: https://www.prestonmarket.com.au/trader-directory/preston-sushi-bar - 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. - **Structured data found (LocalBusiness).** phone ## Where it stands 2869 of 4399 in Melbourne. Top 65% 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 | 100% | no | | Publish the menu or price list as HTML | 91% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | no | | Structured data with address, phone and hours | 51% | no | | Have an llms.txt | 27% | no | Nearest places in the index: One Noodle Friendship (C, 105 m, https://directindex.org/r/onenoodlefriendship.au); Nicks Proud Chick (B, 107 m, https://directindex.org/r/christmasturkeys.com.au); Luke's Banh Mi (B, 116 m, https://directindex.org/r/lukesbanhmi.au); Fried Hustle (C, 122 m, https://directindex.org/r/friedhustle.com.au); Super Raw (C, 162 m, https://directindex.org/r/superrawmelbourne.com.au); 5tw Burgers Co. Preston (C, 166 m, https://directindex.org/r/5twburgers.com.au); Arepa Days (D, 179 m, https://directindex.org/r/arepadays.com.au); Cornutopia (B, 193 m, https://directindex.org/r/cornutopia.com.au); Sylvester’s Pizza (C, 206 m, https://directindex.org/r/sylvesterspizza.com.au); C'est LaVi Melbourne (A, 226 m, https://directindex.org/r/cestlavi.com.au). ## 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 Melbourne and named 56 places. Preston Sushi Bar wasn't one of them. See who was named: https://directindex.org/city/melbourne/recommended Compared with its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); This site 46.6%. See what an AI agent reads on this site: https://directindex.org/r/prestonmarket.com.au/agent-view ## Businesses like Preston Sushi Bar in Melbourne | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Melbourne | 4399 | 56% | 32% | 46.6% | | Sites built with WordPress in Melbourne | 1203 | 65% | 43% | 46.6% | The best of the sites built with WordPress in Melbourne: BearBrass (A 100%, https://directindex.org/r/bearbrass.com.au); Benzina Cantina (A 100%, https://directindex.org/r/benzinacantina.com.au); Captain Kitchen Kebab & Fish (A 100%, https://directindex.org/r/captainkitchen.com.au); Cena (A 100%, https://directindex.org/r/cena.melbourne); Chicano Taqueria (A 100%, https://directindex.org/r/chicano.au). With the three fixes above (No booking or ordering link on the website; No menu or price list found; The server turns AI crawlers away at the door), the score would be about 87.7%. That would be 387th of 4,399 in Melbourne, up from 2869th. ## The direct record What agents get for Preston Sushi Bar, as JSON: https://directindex.org/api/direct/prestonmarket.com.au - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: (03) 9470 1345 ## 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 | 18.3 | 25 | | Readable | 10 | 25 | | Actionable | 2 | 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/prestonmarket.com.au - 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/prestonmarket.com.au/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/prestonmarket.com.au/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=prestonmarket.com.au&force=1