# Berlin: Agent-Direct Score C (68.4%) Site: https://www.berlinlv.com/ Report: https://directindex.org/r/berlinlv.com Scanned: 2026-10-16 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Berlin is partly visible to agents. Some AI assistants are turned away by Berlin's website. It can read what Berlin offers. It finds a way to book or order directly, through Toast. ## Direct links - Order directly: http://toasttab.com/berlin (through toast acting for the business) - Menu: https://www.berlinlv.com/food-menu.html - Phone: 7024639919 - Address: East Charleston Boulevard 201 89104 Las Vegas ## Nearby, also direct Places near Berlin that take a booking or an order on their own website, with no marketplace in between. - Doberman Drawing Room (90 m): https://directindex.org/r/dobermandtlv.com - Dragon’s Alley Coffee Co. (140 m): https://directindex.org/r/tavernacostera.com - Audio Bar (150 m): https://directindex.org/r/audiobarlv.com - YU-OR-MI (240 m): https://directindex.org/r/yuormipanasian.com ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as ClaudeBot (challenge:attention required) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that 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, 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 ## What the site tells visitors (Measured, not scored) - **The footer says © 2020.** Visitors and assistants may read that year as the last time anyone looked after the site. ## 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. ``` # Berlin > bar or pub in East Charleston Boulevard 201 89104 Las Vegas, Las Vegas cafes and bars. Phone 7024639919. ## Book or order directly - Order: http://toasttab.com/berlin (through toast acting for the business) - Menu: https://www.berlinlv.com/food-menu.html ## About - Website: https://www.berlinlv.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. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours. - **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 29 of 75 in Las Vegas cafes and bars. Top 39% 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 | 80% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | no | | Structured data with address, phone and hours | 60% | no | | Have an llms.txt | 40% | no | Nearest places in the index: Bungalow Coffee Co. (D, 21 m, https://directindex.org/r/bungalowcoffeeco.com); Doberman Drawing Room (C, 89 m, https://directindex.org/r/dobermandtlv.com); Nocturno Cocktail Lounge (C, 101 m, https://directindex.org/r/nocturnovegas.com); The Garden Las Vegas (F, 118 m, https://directindex.org/r/slot69.work); Hola Habibi (C, 125 m, https://directindex.org/r/holahabibi.vegas); Dragon’s Alley Coffee Co. (C, 142 m, https://directindex.org/r/tavernacostera.com); Audio Bar (A, 147 m, https://directindex.org/r/audiobarlv.com); Jammyland (C, 196 m, https://directindex.org/r/jammy.land); Mezcla (C, 226 m, https://directindex.org/r/mezclalv.com); YU-OR-MI (C, 239 m, https://directindex.org/r/yuormipanasian.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. Compared with its peers: Sites built with Weebly 36% (1% A or B, 2748 sites); Sites using Toast 72% (57% A or B, 3305 sites); This site 68.4%. See what an AI agent reads on this site: https://directindex.org/r/berlinlv.com/agent-view ## Businesses like Berlin in Las Vegas cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Las Vegas cafes and bars | 75 | 54% | 32% | 68.4% | | Sites built with Weebly in Las Vegas cafes and bars | 5 | 38% | 0% | 68.4% | | Sites using Toast in Las Vegas cafes and bars | 25 | 75% | 60% | 68.4% | | Sites built with Weebly and using Toast in Las Vegas cafes and bars | 1 | 68% | 0% | 68.4% | The best of the sites using Toast in Las Vegas cafes and bars: PKWY Tavern - Tivoli (A 100%, https://directindex.org/r/pkwytavern.com); The Oak Room (A 100%, https://directindex.org/r/oakroomlv.com); Cafe Americano | Paris (A 95.4%, https://directindex.org/r/cafeamericano.com); Liam's Den & Bubble Bar (A 87.7%, https://directindex.org/r/liamslasvegas.com); Sambalatte At Molasky Center (A 87.7%, https://directindex.org/r/sambalatte.com). With the two fixes above (No structured data for the business; The server turns AI crawlers away at the door), the score would be about 90%. That would be 9th of 75 in Las Vegas cafes and bars, up from 29th. ## The direct record What agents get for Berlin, as JSON: https://directindex.org/api/direct/berlinlv.com - Book: none on record - Order: http://toasttab.com/berlin (vendor on own site: Toast; verified direct, 2026-10-19) - Menu: https://www.berlinlv.com/food-menu.html (html_page; from the scan) - Hours: none on record - Phone: 7024639919 - Stable links that count: https://directindex.org/go/berlinlv.com/order, https://directindex.org/go/berlinlv.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 (Toast): yes - Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/ ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 21.7 | 25 | | Readable | 8 | 25 | | Actionable | 25 | 30 | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/berlinlv.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/berlinlv.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/berlinlv.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=berlinlv.com&force=1