{"slug":"slab-2v47tm","companyName":"Slab","domain":"slab.com","url":"https://slab.com","headline":"Slab publishes pricing and welcomes AI crawlers, but offers no API documentation or programmatic path to trial access.","compositeScore":54,"humanScore":0,"agentScore":54,"doorGap":0,"humanMeasured":0,"agentMeasured":6,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":true,"depth":"free","siteClass":"b2b_saas","scannerVersion":13,"scannedAt":"2026-09-08T16:17:00.465Z","unlocked":false,"mission":{"steps":[{"url":"https://slab.com","outcome":"ok","purpose":"reach the site at all"},{"url":"https://slab.com/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://slab.com","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://slab.com/llms.txt","outcome":"missing","purpose":"read the site's own guide for language models"},{"url":"https://slab.com/sitemap/sitemap-index.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://slab.com/.well-known/security.txt","outcome":"ok","purpose":"find a contact route for machines"},{"url":"https://slab.com","outcome":"missing","purpose":"find a published agent interface"},{"url":"https://slab.com/.well-known/ai-plugin.json","outcome":"missing","purpose":"find an agent plugin manifest"},{"url":"https://slab.com","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://slab.com","outcome":"missing","purpose":"read the homepage as data rather than as a page"},{"url":"https://slab.com","outcome":"missing","purpose":"find a machine readable API spec"},{"url":"https://slab.com","outcome":"missing","purpose":"read the developer documentation"},{"url":"https://slab.com/pricing/","outcome":"ok","purpose":"read the prices without running JavaScript"},{"url":"https://slab.com","outcome":"ok","purpose":"find a comparison page worth citing"},{"url":"https://slab.com","outcome":"ok","purpose":"walk the way a visitor would, to a signup form or a product"}],"verdict":"The agent got through 8 of 15 requests, but could not read the site's own guide for language models. It came up empty on 6 other checks too."},"observations":null,"dimensions":[{"key":"machine_discoverability","audience":"agent","score":98,"summary":"No AI crawler is blocked by robots.txt or user agent rules; a real browser is served the page normally. The site publishes a sitemap with 298 URLs and comparison pages that render without JavaScript.","evidence":{"locked":true,"count":4}},{"key":"programmatic_onboarding","audience":"agent","score":10,"summary":"No developer documentation is linked from the homepage in raw HTML or rendered page. No OpenAPI spec exists at any of the 6 standard paths checked. An agent cannot discover how to obtain an API key or what endpoints exist.","evidence":{"locked":true,"count":3}},{"key":"pricing_legibility","audience":"agent","score":85,"summary":"6 prices are readable without JavaScript on the pricing page, starting at $0 and ranging to $12.50 per seat per month. An enterprise tier routes to sales contact, which is standard practice. Prices are published in USD and clearly legible.","evidence":{"locked":true,"count":1}},{"key":"agent_aware_instrumentation","audience":"agent","score":8,"summary":"No MCP manifest is published at any of the 3 standard paths checked. No ai-plugin.json or llms.txt exists. The site does not expose machine-readable integration points for agents to discover capabilities.","evidence":{"locked":true,"count":4}},{"key":"machine_fetchable_trust","audience":"agent","score":85,"summary":"security.txt is published at /.well-known/security.txt with a contact route for machines. The homepage answers automated requests with HTTP 200 in 244ms. No Web Bot Auth signals are present, but the core trust signals are in place.","evidence":{"locked":true,"count":2}},{"key":"commercial_rails","audience":"agent","score":35,"summary":"Prices are published in raw HTML.","evidence":{"locked":true,"count":2}},{"key":"steps_to_first_value","audience":"human","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":1}},{"key":"required_fields","audience":"human","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":1}},{"key":"verification_walls","audience":"human","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":1}},{"key":"error_recovery","audience":"human","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":1}}],"issues":[{"rank":1,"title":"No developer documentation is linked from the homepage, in raw HTML or the rendered page, so integration starts with a search engine.","dimensionKey":"programmatic_onboarding","evidence":{"locked":true,"count":1},"fix":null},{"rank":2,"title":"No API documentation is published or linked from the homepage, blocking programmatic access to the product.","dimensionKey":"programmatic_onboarding","evidence":{"locked":true,"count":3},"fix":null},{"rank":3,"title":"No machine-readable integration points are published for agents to discover product capabilities or connect programmatically.","dimensionKey":"agent_aware_instrumentation","evidence":{"locked":true,"count":3},"fix":null}],"fixArtifacts":{"locked":true,"count":6,"summaries":[{"id":"software_offer_jsonld:pricing-page","kind":"software_offer_jsonld","title":"Pricing as Offer structured data","path":"pricing page","effort":{"minutes":20,"role":"developer"},"outcome":{"dimension":"pricing_legibility","external":["Assistants comparing vendors read the plans and prices as Offer structured data."]}},{"id":"robots_search_bots:robots-txt","kind":"robots_search_bots","title":"robots.txt rules for AI crawlers","path":"/robots.txt","effort":{"minutes":10,"role":"owner"},"outcome":{"dimension":"machine_discoverability","external":["The assistants' search crawlers read and cite the site to buyers; training stays the owner's decision."]}},{"id":"interfaces_note:notes","kind":"interfaces_note","title":"Machine interfaces: where you stand","path":"notes","effort":{"minutes":10,"role":"owner"},"outcome":{"dimension":"agent_aware_instrumentation","external":["The developer surface is built in an order where every published pointer answers."]}},{"id":"pricing_md:pricing-md","kind":"pricing_md","title":"pricing.md","path":"/pricing.md","effort":{"minutes":20,"role":"owner"},"outcome":{"dimension":"agent_aware_instrumentation","external":["Agents read the price list directly instead of rendering the pricing page."]}},{"id":"organization_jsonld:homepage","kind":"organization_jsonld","title":"Organization structured data","path":"homepage","effort":{"minutes":15,"role":"developer"},"outcome":{"dimension":"machine_discoverability","external":["Search and assistant crawlers read the company entity from the homepage rather than inferring it."]}},{"id":"llms_txt:llms-txt","kind":"llms_txt","title":"llms.txt","path":"/llms.txt","effort":{"minutes":15,"role":"owner"},"outcome":{"dimension":"machine_discoverability","external":["Assistants that read llms.txt get a curated map of the site instead of guessing from the homepage."]}}]},"feedback":{"endpoint":"/api/feedback","mcpTool":"rate_fix","targets":[{"type":"report","key":"report"},{"type":"dimension","dimensionKey":"machine_discoverability","key":"dimension:machine_discoverability"},{"type":"dimension","dimensionKey":"programmatic_onboarding","key":"dimension:programmatic_onboarding"},{"type":"dimension","dimensionKey":"pricing_legibility","key":"dimension:pricing_legibility"},{"type":"dimension","dimensionKey":"agent_aware_instrumentation","key":"dimension:agent_aware_instrumentation"},{"type":"dimension","dimensionKey":"machine_fetchable_trust","key":"dimension:machine_fetchable_trust"},{"type":"dimension","dimensionKey":"commercial_rails","key":"dimension:commercial_rails"},{"type":"dimension","dimensionKey":"steps_to_first_value","key":"dimension:steps_to_first_value"},{"type":"dimension","dimensionKey":"required_fields","key":"dimension:required_fields"},{"type":"dimension","dimensionKey":"verification_walls","key":"dimension:verification_walls"},{"type":"dimension","dimensionKey":"error_recovery","key":"dimension:error_recovery"},{"type":"issue","dimensionKey":"programmatic_onboarding","checkId":"api_surface","key":"issue:programmatic_onboarding:api_surface"},{"type":"issue","dimensionKey":"programmatic_onboarding","checkId":null,"key":"issue:programmatic_onboarding:-"},{"type":"issue","dimensionKey":"agent_aware_instrumentation","checkId":null,"key":"issue:agent_aware_instrumentation:-"}]}}