# Sam’s Southern Eatery: Agent-Direct Score B (73.8%) Site: http://samssoutherneatery.com/ Report: https://directindex.org/r/samssoutherneatery.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Sam’s Southern Eatery is mostly ready for agents. An AI assistant can open Sam’s Southern Eatery's website. It can read what Sam’s Southern Eatery offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://www.samssoutherneatery.com/locations (on the business's own site) - Menu: https://www.samssoutherneatery.com/menu - Phone: 7022471032 - Address: 6840 West Sahara Avenue, 89146, Las Vegas ## Nearby, also direct Places near Sam’s Southern Eatery that take a booking or an order on their own website, with no marketplace in between. - Noodle King (90 m): https://directindex.org/r/noodlekingnv.com - Hash House A Go Go West Sahara (150 m): https://directindex.org/r/hashhouseagogo.com - Teppan Take Out (840 m): https://directindex.org/r/teppantakeout.com - Calabash African Kitchen (950 m): https://directindex.org/r/calabashafricankitchen.com ## 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). Every assistant reads this block first, and the fix kit below has it filled in. 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 2252564666, but OpenStreetMap or Overture Maps lists 7022471032. 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. ``` # Sam’s Southern Eatery > local business (southern american) in 6840 West Sahara Avenue, 89146, Las Vegas, Las Vegas. Phone 7022471032. ## Book or order directly - Order: https://www.samssoutherneatery.com/locations (on the business's own site) - Menu: https://www.samssoutherneatery.com/menu ## About - Website: http://samssoutherneatery.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 main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 425 of 1404 in Las Vegas. Top 30% 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 | 94% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 91% | yes | | Structured data with address, phone and hours | 67% | no | | Have an llms.txt | 43% | no | Nearest places in the index: Al's Italian Beef (D, 4 m, https://directindex.org/r/alsbeef.com); Buffet@Asia (F, 50 m, https://directindex.org/r/buffetatasia.store); Yun Nan Cuisine (F, 84 m, https://directindex.org/r/yunnancuisine.com); Noodle King (C, 92 m, https://directindex.org/r/noodlekingnv.com); Hash House A Go Go West Sahara (A, 149 m, https://directindex.org/r/hashhouseagogo.com); Fun Tacos (F, 191 m, https://directindex.org/r/funtacoslv.com); Red Jalapenos (F, 401 m, https://directindex.org/r/redjalapenos.com); Teppan Take Out (C, 841 m, https://directindex.org/r/teppantakeout.com); Calabash African Kitchen (B, 954 m, https://directindex.org/r/calabashafricankitchen.com); Burger King (D, 1170 m, https://directindex.org/r/bk.com). ## 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 Las Vegas and named 60 places. Sam’s Southern Eatery wasn't one of them. See who was named: https://directindex.org/city/las-vegas/recommended See what an AI agent reads on this site: https://directindex.org/r/samssoutherneatery.com/agent-view ## Businesses like Sam’s Southern Eatery in Las Vegas | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Las Vegas | 1404 | 55% | 36% | 73.8% | The best of the businesses of the same kind in Las Vegas: 911 Taco Bar (A 100%, https://directindex.org/r/911tacobar.com); Broadway Pizzeria (A 100%, https://directindex.org/r/broadwaypizzerialv.com); Cabo Wabo Cantina (A 100%, https://directindex.org/r/cabowabocantina.com); Chicali Tacos (A 100%, https://directindex.org/r/chicalitacos.com); Chopstix 2 (A 100%, https://directindex.org/r/chopstixvegas.com). With the fix above (No structured data for the business), the score would be about 95.4%. That would be 44th of 1,404 in Las Vegas, up from 425th. ## The direct record What agents get for Sam’s Southern Eatery, as JSON: https://directindex.org/api/direct/samssoutherneatery.com - Book: none on record - Order: https://www.samssoutherneatery.com/locations (own site; found by the scan of 2026-10-23, not yet tested) - Menu: https://www.samssoutherneatery.com/menu (html_page; from the scan) - Hours: none on record - Phone: 7022471032 - Stable links that count: https://directindex.org/go/samssoutherneatery.com/order, https://directindex.org/go/samssoutherneatery.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, Toast, or a vendor whose terms allow agents): no Found one hop past the home page: booking page /locations: ordering link (own domain), ordering link (other), phone. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 25 | | Actionable | 15 | 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/samssoutherneatery.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: yes - 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/samssoutherneatery.com/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/samssoutherneatery.com/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=samssoutherneatery.com&force=1