# Kohler Waters Spa at Lincoln Park, Chicago: Agent-Direct Score B (72.3%) Site: http://www.kohlerwatersspalincolnpark.com/ Report: https://directindex.org/r/kohlerwatersspalincolnpark.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.) Kohler Waters Spa at Lincoln Park, Chicago is mostly ready for agents. An AI assistant can open Kohler Waters Spa at Lincoln Park, Chicago's website. It can read what Kohler Waters Spa at Lincoln Park, Chicago offers. It finds a way to book or order directly, through reservations.destinationkohler.com. ## Direct links - Menu: https://www.kohlerwatersspalincolnpark.com/menu-of-services - Phone: 3122459129 - Address: 2358 N Lincoln Ave, Chicago 60614 ## Nearby, also direct Places near Kohler Waters Spa at Lincoln Park, Chicago that take a booking or an order on their own website, with no marketplace in between. - SEV Laser (110 m): https://directindex.org/r/sevskin.com - Next Health Lincoln Park (140 m): https://directindex.org/r/next-health.com - Lincoln Park Skin Connection (240 m): https://directindex.org/r/lincolnparkskinconnection.com - Stranded Beauty & Barber (320 m): https://directindex.org/r/strandedchicago.com - Pelle Sana Salon (350 m): https://directindex.org/r/pellesanasalon.com ## What to fix first - **Appointments through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. 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 ## 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. ``` # Kohler Waters Spa at Lincoln Park, Chicago > local business in 2358 N Lincoln Ave, Chicago 60614, Chicago hairdressers and beauty salons. Phone 3122459129. ## Book or order directly - Menu: https://www.kohlerwatersspalincolnpark.com/menu-of-services ## About - Website: http://www.kohlerwatersspalincolnpark.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. - **Structured data found (LocalBusiness).** no address, phone or hours in it - **Price list of services is an HTML page.** Agents can read the items and prices. ## Where it stands 375 of 2035 in Chicago hairdressers and beauty salons. Top 18% 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 | 96% | no | | Publish the menu or price list as HTML | 19% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes | | Structured data with address, phone and hours | 14% | no | | Have an llms.txt | 53% | no | Nearest places in the index: SEV Laser (C, 107 m, https://directindex.org/r/sevskin.com); Clean Your Dirty Face - Lincoln Park (F, 119 m, https://directindex.org/r/amazon.com); Next Health Lincoln Park (C, 139 m, https://directindex.org/r/next-health.com); Patricia Marie Salon (F, 195 m, https://directindex.org/r/patriciamariesalon.com); Lincoln Park Skin Connection (D, 244 m, https://directindex.org/r/lincolnparkskinconnection.com); Stranded Beauty & Barber (B, 324 m, https://directindex.org/r/strandedchicago.com); Pelle Sana Salon (C, 346 m, https://directindex.org/r/pellesanasalon.com); Trim (B, 385 m, https://directindex.org/r/trimwax.com); Lincoln Park Massage Spa (C, 411 m, https://directindex.org/r/lincolnparkmassage.com); W Spa (F, 413 m, https://directindex.org/r/wnailspa.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 hairdressers and beauty salons and named 53 places. Kohler Waters Spa at Lincoln Park, Chicago wasn't one of them. See who was named: https://directindex.org/city/chicago-salons/recommended Compared with its peers: Sites built with Squarespace 61% (41% A or B, 33756 sites); This site 72.3%. See what an AI agent reads on this site: https://directindex.org/r/kohlerwatersspalincolnpark.com/agent-view Read by AI agents 2 times this month (OAI-SearchBot 2). ## Businesses like Kohler Waters Spa at Lincoln Park, Chicago in Chicago hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Chicago hairdressers and beauty salons | 2035 | 50% | 21% | 72.3% | | Sites built with Squarespace in Chicago hairdressers and beauty salons | 331 | 64% | 39% | 72.3% | The best of the sites built with Squarespace in Chicago hairdressers and beauty salons: Mas Beauty Restoration (A 93.8%, https://directindex.org/r/masbeautyrestoration.com); chicago male (A 93.8%, https://directindex.org/r/chicagomalesalon.com); Heirloom Beauty & Wellness Collective (A 92.3%, https://directindex.org/r/heirloombeautywellness.com); T Salon & Gallery (A 92.3%, https://directindex.org/r/tsalonandgallery.net); Hex Appeal Hair Studio (A 89.2%, https://directindex.org/r/hexappealhair.com). With the two fixes above (Appointments through an unrecognised third party; Structured data is incomplete), the score would be about 95.4%, which would be first of 2,035 in Chicago hairdressers and beauty salons. ## The direct record What agents get for Kohler Waters Spa at Lincoln Park, Chicago, as JSON: https://directindex.org/api/direct/kohlerwatersspalincolnpark.com - Book: none on record - Order: none on record - Menu: https://www.kohlerwatersspalincolnpark.com/menu-of-services (html_page; from the scan) - Hours: none on record - Phone: 3122459129 - Stable links that count: https://directindex.org/go/kohlerwatersspalincolnpark.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 16 | 25 | | Actionable | 6 | 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/kohlerwatersspalincolnpark.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: yes Keep watching this business (https://directindex.org/r/kohlerwatersspalincolnpark.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/kohlerwatersspalincolnpark.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 ยท Rescan now: https://directindex.org/scan?url=kohlerwatersspalincolnpark.com&force=1