# Ann Sather: Agent-Direct Score D (53.8%) Site: http://annsather.com/ Report: https://directindex.org/r/annsather.com Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending) Ann Sather is hard for agents to use. ## Direct links - Menu: http://annsather.com/restmenus/restbreakfast.html - Phone: +1-773-305-0024 ## What to fix first, by points - **No structured data for the business.** (+15 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 - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **No working HTTPS.** (+3 points) The page is only served over plain http. Agents and browsers downrank or refuse it. - **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, one block in the page head: ```html ``` llms.txt draft: ``` # Ann Sather > restaurant in North Broadway 3415 60657 Chicago, Chicago. Phone +1-773-305-0024. ## Book or order directly - Menu: http://annsather.com/restmenus/restbreakfast.html ## About - Website: http://annsather.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. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Menu or price list is an HTML page.** Agents can read items and prices directly. ## Since the previous scan (2026-10-14, D) - Fixed: nothing - New: nothing ## Where it stands Rank 852 of 1720 in Chicago (top 50%). | What the top tenth does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 100% | no | | Publish the menu or price list as HTML | 97% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes | | Structured data with address, phone and hours | 51% | no | | Have an llms.txt | 18% | no | Nearest places in the index: Milt's Barbecue for the Perplexed (C, 21 m, https://directindex.org/r/miltsbbq.com); The Chicago Diner (B, 355 m, https://directindex.org/r/veggiediner.com); Roebuck (B, 493 m, https://directindex.org/r/dryhopchicago.com); Bombay Wraps (A, 533 m, https://directindex.org/r/bombayeats.com); Drew's on Halsted (D, 534 m, https://directindex.org/r/jacksonhalsted.com); Wake n Bacon (A, 539 m, https://directindex.org/r/eatwakenbacon.com); Wilde Bar & Restaurant (B, 570 m, https://directindex.org/r/wildechicago.com); Istmo Oaxacan Cuisine (D, 613 m, https://directindex.org/r/istmochicago.com); Maison Parisienne (B, 628 m, https://directindex.org/r/maison-parisienne.com); Bites (A, 633 m, https://directindex.org/r/biteskitchen.com). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index. Score history: 2026-10-14 54%, 2026-10-14 54%. What an AI agent reads on this site: https://directindex.org/r/annsather.com/agent-view ## Score breakdown | Component | Points | Available | |---|---|---| | reachable | 22 | 25 | | readable | 7 | 25 | | actionable | 6 | 15 (action_test pending) | | cited | 0 | 0 (probes pending) | ## Agent readiness (Cloudflare criteria) Level 0 of 5: Not Ready. Cloudflare's report: https://isitagentready.com/annsather.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 Methodology: https://directindex.org/methodology ยท Rescan: https://directindex.org/scan?url=annsather.com&force=1