# Thali Dhaba Caloundra: Agent-Direct Score A (86.2%) Site: http://www.thalidhaba.com.au/ Report: https://directindex.org/r/thalidhaba.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.) Thali Dhaba Caloundra is ready for agents. An AI assistant can open Thali Dhaba Caloundra's website. It can read what Thali Dhaba Caloundra offers. It finds a way to book or order directly, through DoorDash Storefront. ## Direct links - Order directly: https://order.online/business/thali-dhaba-curry-house-957489 (through doordash_storefront acting for the business) - Menu: https://www.thalidhaba.com.au/#menu - Phone: +61754087585 ## What to fix first - Prices: 138 prices on the site, the middle one A$17.00 ## What the site tells visitors (Measured, not scored) - **138 prices on the landing page, the middle one A$17.00.** In Brisbane, the middle price of comparable sites that show prices is A$21.25. - **Structured data is incomplete.** (+1 points) Missing: telephone. 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 0753784123, but OpenStreetMap or Overture Maps lists +61754087585. 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. ``` # Thali Dhaba Caloundra > local business (indian) in Shop 18/50 Bulcock St, 4551, Sunshine Coast, Brisbane. Phone +61754087585. ## Book or order directly - Order: https://order.online/business/thali-dhaba-curry-house-957489 (through doordash_storefront acting for the business) - Menu: https://www.thalidhaba.com.au/#menu ## About - Website: http://www.thalidhaba.com.au/ - 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, opening hours - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through doordash_storefront on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 242 of 1782 in Brisbane. Top 14% 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% | yes | | Publish the menu or price list as HTML | 96% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 61% | no | | Have an llms.txt | 20% | no | Nearest places in the index: Thai Lime Twist (F, 111 m, https://directindex.org/r/thailimetwist.com); The Thirsty Beaver Bar & Kitchen (C, 181 m, https://directindex.org/r/thethirstybeavercaloundra.com.au); Tides (F, 183 m, https://directindex.org/r/tideswaterfront.com.au); Sandbar Cafe Caloundra (D, 196 m, https://directindex.org/r/sandbarcaloundra.com.au); Acqua Restaurant and Bar (B, 200 m, https://directindex.org/r/acquarestaurant.com.au); Blue Orchid Thai (F, 221 m, https://directindex.org/r/blueorchidthai.com.au); Wung Nam Thai Water Palace (B, 246 m, https://directindex.org/r/wungnam.com.au); Amici Cafe (A, 266 m, https://directindex.org/r/amici.com.au); Chinese Holiday Restaurant (F, 279 m, https://directindex.org/r/chineseholidayrestaurant.com); Pholklore (B, 290 m, https://directindex.org/r/pholklore.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 Brisbane and named 92 places. Thali Dhaba Caloundra wasn't one of them. See who was named: https://directindex.org/city/brisbane/recommended Compared with its peers: Sites built with Squarespace 65% (49% A or B, 11547 sites); Sites using DoorDash Storefront 69% (53% A or B, 955 sites); This site 86.2%. See what an AI agent reads on this site: https://directindex.org/r/thalidhaba.com.au/agent-view ## Businesses like Thali Dhaba Caloundra in Brisbane | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Brisbane | 1782 | 57% | 36% | 86.2% | | Sites built with Squarespace in Brisbane | 211 | 75% | 67% | 86.2% | | Sites using DoorDash Storefront in Brisbane | 3 | 62% | 33% | 86.2% | | Sites built with Squarespace and using DoorDash Storefront in Brisbane | 1 | 86% | 100% | 86.2% | The best of the sites built with Squarespace in Brisbane: Byblos (A 100%, https://directindex.org/r/byblosbar.com.au); Chalong (A 100%, https://directindex.org/r/chalong.com.au); Paninni's (A 100%, https://directindex.org/r/paninnis.com); Salt Meats Cheese (A 100%, https://directindex.org/r/saltmeatscheese.com); Cheeky Poké Bar (A 96.9%, https://directindex.org/r/cheekypokebar.com.au). With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 187th of 1,782 in Brisbane, up from 242nd. ## The direct record What agents get for Thali Dhaba Caloundra, as JSON: https://directindex.org/api/direct/thalidhaba.com.au - Book: none on record - Order: https://order.online/business/thali-dhaba-curry-house-957489 (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-18, not yet tested) - Menu: https://www.thalidhaba.com.au/#menu (html_page; from the scan) - Hours: none on record - Phone: +61754087585 - Stable links that count: https://directindex.org/go/thalidhaba.com.au/order, https://directindex.org/go/thalidhaba.com.au/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, DoorDash Storefront: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 21 | 25 | | Actionable | 10 | 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/thalidhaba.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/thalidhaba.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/thalidhaba.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=thalidhaba.com.au&force=1