# SunO: Agent-Direct Score D (53.4%) Site: https://sunodessert.com Report: https://directindex.org/r/sunodessert.com Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) SunO is hard for agents to use. Some AI assistants are turned away by the website of SunO. What SunO offers is on another site. It finds a way to book or order directly, through Square. ## Direct links - Order directly: https://sunodesserts.square.site/ (through square acting for the business) - Phone: +1-770-726-6763 ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). 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 - **Menu or price list lives on another site.** (+5 points) The link points to square.site, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai - **The server turns AI crawlers away at the door.** (+3.3 points) Live fetches as GPTBot (http_429) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **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. ``` # SunO > restaurant (dessert) in North Decatur Road 2144 30033 Decatur, Atlanta. Phone +1-770-726-6763. ## Book or order directly - Order: https://sunodesserts.square.site/ (through square acting for the business) - Menu: https://sunodesserts.square.site/ ## About - Website: https://sunodessert.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.** There is no robots.txt, which allows everything. - **Ordering through square on your own domain.** No marketplace commission, and the guest stays yours. ## Where it stands 303 of 492 in Atlanta. Top 62% 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 | 100% | yes | | Publish the menu or price list as HTML | 98% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 90% | no | | Structured data with address, phone and hours | 52% | no | | Have an llms.txt | 16% | no | Nearest places in the index: Sarah Donuts (B, 14 m, https://directindex.org/r/sarahdonutsdecatur.com); Athens Pizza (F, 172 m, https://directindex.org/r/athenspizzaatlanta.com); Tenya (C, 215 m, https://directindex.org/r/atltenya.com); Dumpling Master (B, 219 m, https://directindex.org/r/dumplingmaster.us); McDonald's (C, 232 m, https://directindex.org/r/mcdonalds.com); Community Q BBQ (B, 237 m, https://directindex.org/r/communityqbbq.com); Arden's Garden (D, 271 m, https://directindex.org/r/ardensgarden.com); Wheelhouse Craft Pub and Kitchen (A, 1345 m, https://directindex.org/r/wheelhousepubdecatur.com); Melton's App & Tap (C, 1354 m, https://directindex.org/r/meltonsappandtap.com); Green Ginger (C, 1601 m, https://directindex.org/r/greengingerdecatur.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 using Square 66% (44% A or B, 928 sites); This site 53.4%. See what an AI agent reads on this site: https://directindex.org/r/sunodessert.com/agent-view ## Businesses like SunO in Atlanta | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Atlanta | 492 | 54% | 39% | 53.4% | | Sites using Square in Atlanta | 5 | 73% | 60% | 53.4% | The best of the sites using Square in Atlanta: Cafe Lily (A 95%, https://directindex.org/r/cafelily.com); Burger Crush (A 86.2%, https://directindex.org/r/burgercrush.com); Mission Burger Co. (B 81.5%, https://directindex.org/r/missionburgerco.com); Dulce Vegan Bakery and Cafe (D 48.8%, https://directindex.org/r/dulcevegan.com). With the three fixes above (No structured data for the business; Menu or price list lives on another site; The server turns AI crawlers away at the door) the score would be about 87.7%: 45th of 492 in Atlanta, up from 303rd. ## The direct record What agents get for SunO, as JSON: https://directindex.org/api/direct/sunodessert.com - Book: none on record - Order: https://sunodesserts.square.site/ (vendor on own site: Square; found by the scan of 2026-10-16, not yet tested) - Menu: https://sunodesserts.square.site/ (external; from the scan) - Hours: none on record - Phone: +1-770-726-6763 - Stable links that count: https://directindex.org/go/sunodessert.com/order, https://directindex.org/go/sunodessert.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): yes - Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 21.7 | 25 | | Readable | 3 | 25 | | Actionable | 10 | 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/sunodessert.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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: no Keep watching this business (https://directindex.org/r/sunodessert.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/sunodessert.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 ยท Rescan now: https://directindex.org/scan?url=sunodessert.com&force=1