# Harold's Chicken Shack: Agent-Direct Score B (70.8%) Site: https://haroldschickenshacktogo.com Report: https://directindex.org/r/haroldschickenshacktogo.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.) Harold's Chicken Shack is mostly ready for agents. An AI assistant can open Harold's Chicken Shack's website. It can read what Harold's Chicken Shack offers. It finds a way to book or order directly, through SimpleMenu. ## Direct links - Order directly: https://order.simplemenu.com/store/898 (through simplemenu acting for the business) - Menu: https://haroldschickenshacktogo.com/menu - Phone: +17737788270 - Address: 1039 W 63rd St, 60621-1343, Chicago ## Nearby, also direct Places near Harold's Chicken Shack that take a booking or an order on their own website, with no marketplace in between. - Long Tung Chinese Pkwy Chicago (770 m): https://directindex.org/r/chitung.com - Seashell Restaurant On 67th (830 m): https://directindex.org/r/seashellrestaurants.com - Restaurant On 59th Inc (1.4 km): https://directindex.org/r/charliesplacerestaurant.com - Sandwich Queen (1.8 km): https://directindex.org/r/sandwich-queen.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 312-362-0442, but OpenStreetMap or Overture Maps lists +17737788270. 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. ``` # Harold's Chicken Shack > local business (chicken wings) in 1039 W 63rd St, 60621-1343, Chicago, Chicago. Phone +17737788270. ## Book or order directly - Order: https://order.simplemenu.com/store/898 (through simplemenu acting for the business) - Menu: https://haroldschickenshacktogo.com/menu ## About - Website: https://haroldschickenshacktogo.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 through simplemenu on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 1294 of 3754 in Chicago. Top 34% 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) | 94% | yes | | Structured data with address, phone and hours | 57% | no | | Have an llms.txt | 30% | no | Nearest places in the index: Jerk 48 - Englewood (F, 178 m, https://directindex.org/r/jerk48.com); Long Tung Chinese Pkwy Chicago (B, 772 m, https://directindex.org/r/chitung.com); Seashell Restaurant On 67th (D, 834 m, https://directindex.org/r/seashellrestaurants.com); 50/50 Foods (D, 1079 m, https://directindex.org/r/bothburger.com); John's Drive-In (D, 1352 m, https://directindex.org/r/whitepages.com); Restaurant On 59th Inc (A, 1428 m, https://directindex.org/r/charliesplacerestaurant.com); China City (F, 1747 m, https://directindex.org/r/chinacityoakpark.com); Sandwich Queen (F, 1761 m, https://directindex.org/r/sandwich-queen.com); Honey B’zzz Soulfood LLC (F, 1769 m, https://directindex.org/r/honeybzzz.com); Seafood Junction (C, 2015 m, https://directindex.org/r/telwink.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 Chicago and named 55 places. Harold's Chicken Shack wasn't one of them. See who was named: https://directindex.org/city/chicago/recommended Compared with its peers: Sites using SimpleMenu 68% (47% A or B, 45 sites); This site 70.8%. See what an AI agent reads on this site: https://directindex.org/r/haroldschickenshacktogo.com/agent-view ## Businesses like Harold's Chicken Shack in Chicago | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Chicago | 3754 | 52% | 35% | 70.8% | | Sites using SimpleMenu in Chicago | 5 | 72% | 80% | 70.8% | The best of the sites using SimpleMenu in Chicago: Primos Chicago Pizza (B 78.5%, https://directindex.org/r/primoschicagopizzatogo.com); Eto'o Modern Asian Cuisine (B 73.8%, https://directindex.org/r/etooasiantogo.com); Green Apple PHOever (B 73.8%, https://directindex.org/r/ordergreenapplephoever.com); Little Vietnam (C 61.5%, https://directindex.org/r/orderlittlevietnam.com). With the fix above (No structured data for the business), the score would be about 92.3%. That would be 214th of 3,754 in Chicago, up from 1294th. ## The direct record What agents get for Harold's Chicken Shack, as JSON: https://directindex.org/api/direct/haroldschickenshacktogo.com - Book: none on record - Order: https://order.simplemenu.com/store/898 (vendor on own site: SimpleMenu; found by the scan of 2026-10-23, not yet tested) - Menu: https://haroldschickenshacktogo.com/menu (html_page; from the scan) - Hours: none on record - Phone: +17737788270 - Stable links that count: https://directindex.org/go/haroldschickenshacktogo.com/order, https://directindex.org/go/haroldschickenshacktogo.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 - Vendor terms for agents, SimpleMenu: 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. Found one hop past the home page: menu page /menu: menu schema. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 11 | 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/haroldschickenshacktogo.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: 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/haroldschickenshacktogo.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/haroldschickenshacktogo.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=haroldschickenshacktogo.com&force=1