# Good for Bots report: sightradar\.com Website: https://sightradar\.com Report: https://goodforbots.com/r/sightradar.com Scan: cmv6rhruk00jd01qzupwnsvi0 Scanned at: 2026-10-13T14:14:16.603Z Status: completed Rubric: 0\.9\.0 Score: 87/100 (Good) Name: SightRadar ## Access & usage policy GoodForBotsBot received HTTP 200 via a direct request\. No indexing restriction was observed in the supported homepage directives\. Sampled URL: https://sightradar\.com/ Crawler identities: - goodforbotsbot: Good for Bots, Site diagnostics. - \*: Unspecified, Default robots group. - oai\-searchbot: OpenAI, ai\-search. - claude\-searchbot: Anthropic, ai\-search. - perplexitybot: Perplexity, ai\-search. - mistralai\-index: Mistral, ai\-search. - kimi\-searchbot: Moonshot AI, ai\-search. - amzn\-searchbot: Amazon, ai\-search. - meta\-webindexer: Meta, ai\-search. - exasearchbot: Exa, ai\-search. - aiwebindex: Lyrenth, ai\-search. - duckassistbot: DuckDuckGo, ai\-search. - shapbot: Parallel, ai\-search. - yandexadditional: Yandex, ai\-search. - yandexadditionalbot: Yandex, ai\-search. - gptbot: OpenAI, ai\-training. - claudebot: Anthropic, ai\-training. - mistralai\-training: Mistral, ai\-training. - kimibot: Moonshot AI, ai\-training. - ai2bot: Unspecified, Unknown. - applebot\-extended: Apple, ai\-training. - webzio\-extended: Webz\.io, ai\-training. - chatgpt\-user: OpenAI, user\-fetch. - claude\-user: Anthropic, user\-fetch. - perplexity\-user: Perplexity, user\-fetch. - mistralai\-user: Mistral, user\-fetch. - kimi\-user: Moonshot AI, user\-fetch. - amzn\-user: Amazon, user\-fetch. - diffbot\-user: Diffbot, user\-fetch. - firecrawlagent: Firecrawl, extraction. - webzio: Webz\.io, extraction. - meta\-externalfetcher: Meta, user\-fetch, agent. - google\-extended: Google, ai\-training, grounding. - meta\-externalagent: Meta, ai\-training, product\-improvement. - amazonbot: Amazon, ai\-training, product\-improvement. - ccbot: Common Crawl, open\-dataset, ai\-training. - googlebot: Google, search. - bingbot: Microsoft, search. - claude\-web: Unspecified, Unknown. - anthropic\-ai: Unspecified, Unknown. - bytespider: Unspecified, Unknown. - cohere\-ai: Unspecified, Unknown. ### Declared crawling rules No matching refusal for this URL was found for the listed identities\. - GoodForBotsBot/1\.0 \(\+https://goodforbots\.com/bot\): The recorded robots admission decision allowed our crawler to proceed\. Source: Scan admission; URL: https://sightradar\.com/; scope: GoodForBotsBot admission along the homepage request chain; state: allowed. [Related check: robots\-txt](https://goodforbots.com/standards?rubric=0.9.0#robots-txt) - goodforbotsbot, \*, claude\-searchbot, mistralai\-index, kimi\-searchbot, amzn\-searchbot, meta\-webindexer, exasearchbot, aiwebindex, duckassistbot, shapbot, yandexadditional, yandexadditionalbot, mistralai\-training, kimibot, ai2bot, webzio\-extended, claude\-user, mistralai\-user, kimi\-user, amzn\-user, diffbot\-user, firecrawlagent, webzio, meta\-externalfetcher, googlebot, bingbot: No matching refusal for this URL in the applicable robots group\. This is a declaration, not an access test\. Source: robots\.txt; URL: https://sightradar\.com/robots\.txt; scope: Acquisition of https://sightradar\.com/; state: allowed. ```text User-agent: * allow: / ``` [Related check: robots\-txt](https://goodforbots.com/standards?rubric=0.9.0#robots-txt) [Related check: ai\-crawler\-rules](https://goodforbots.com/standards?rubric=0.9.0#ai-crawler-rules) [Related check: ai\-crawler\-access](https://goodforbots.com/standards?rubric=0.9.0#ai-crawler-access) - oai\-searchbot, perplexitybot, gptbot, claudebot, applebot\-extended, chatgpt\-user, perplexity\-user, google\-extended, meta\-externalagent, amazonbot, ccbot, claude\-web, anthropic\-ai, bytespider, cohere\-ai: No matching refusal for this URL in the applicable robots group\. This is a declaration, not an access test\. Source: robots\.txt; URL: https://sightradar\.com/robots\.txt; scope: Acquisition of https://sightradar\.com/; state: allowed. ```text User-agent: gptbot User-agent: oai-searchbot User-agent: chatgpt-user User-agent: claudebot User-agent: claude-web User-agent: anthropic-ai User-agent: perplexitybot User-agent: perplexity-user User-agent: google-extended User-agent: applebot-extended User-agent: bytespider User-agent: amazonbot User-agent: ccbot User-agent: cohere-ai User-agent: meta-externalagent allow: / ``` [Related check: robots\-txt](https://goodforbots.com/standards?rubric=0.9.0#robots-txt) [Related check: ai\-crawler\-rules](https://goodforbots.com/standards?rubric=0.9.0#ai-crawler-rules) [Related check: ai\-crawler\-access](https://goodforbots.com/standards?rubric=0.9.0#ai-crawler-access) ### Observed access GoodForBotsBot received HTTP 200 via a direct request\. - GoodForBotsBot/1\.0 \(\+https://goodforbots\.com/bot\): Our request received HTTP 200\. A status alone does not identify a WAF\. Source: Direct request; URL: https://sightradar\.com; scope: Our recorded direct transport attempt; intermediate attempt URLs are not retained; state: observed. ```text HTTP 200 ``` [Related check: homepage\-availability](https://goodforbots.com/standards?rubric=0.9.0#homepage-availability) - GoodForBotsBot/1\.0 \(\+https://goodforbots\.com/bot\): GoodForBotsBot received HTTP 200 via a direct request\. Source: Final homepage response; URL: https://sightradar\.com/; scope: homepage response; state: observed. ```text HTTP 200 Transport: direct ``` [Related check: homepage\-availability](https://goodforbots.com/standards?rubric=0.9.0#homepage-availability) [Related check: waf\-challenge](https://goodforbots.com/standards?rubric=0.9.0#waf-challenge) ### Indexing directives No indexing restriction was observed in the supported homepage directives\. - Scope unresolved: No indexing restriction was observed in the supported homepage directives\. Source: Homepage directives; URL: https://sightradar\.com/; scope: homepage response; state: not-observed. [Related check: indexing\-blocks](https://goodforbots.com/standards?rubric=0.9.0#indexing-blocks) ### Search snippets Scoped instructions were recorded; see their values and recipient support below\. - googlebot: This declares a snippet instruction for the named recipients\. The value is not a claim about citation by every AI operator\. Source: Meta robots; URL: https://sightradar\.com/; scope: This response only; state: observed. ```text max-snippet: -1 ``` [Related check: indexing\-blocks](https://goodforbots.com/standards?rubric=0.9.0#indexing-blocks) ### Search usage No applicable preference for this use was established\. - goodforbotsbot, \*, oai\-searchbot, claude\-searchbot, perplexitybot, mistralai\-index, kimi\-searchbot, amzn\-searchbot, meta\-webindexer, exasearchbot, aiwebindex, duckassistbot, shapbot, yandexadditional, yandexadditionalbot, gptbot, claudebot, mistralai\-training, kimibot, ai2bot, applebot\-extended, webzio\-extended, chatgpt\-user, claude\-user, perplexity\-user, mistralai\-user, kimi\-user, amzn\-user, diffbot\-user, firecrawlagent, webzio, meta\-externalfetcher, google\-extended, meta\-externalagent, amazonbot, ccbot, googlebot, bingbot, claude\-web, anthropic\-ai, bytespider, cohere\-ai: No applicable AIPREF preference was established for this purpose\. Source: AIPREF Content\-Usage; URL: https://sightradar\.com/; scope: Purpose: search; applicable robots group/path and this response's header; state: unstated. [Related check: content\-signals](https://goodforbots.com/standards?rubric=0.9.0#content-signals) ### AI input and use No applicable preference for this use was established\. - goodforbotsbot, \*, oai\-searchbot, claude\-searchbot, perplexitybot, mistralai\-index, kimi\-searchbot, amzn\-searchbot, meta\-webindexer, exasearchbot, aiwebindex, duckassistbot, shapbot, yandexadditional, yandexadditionalbot, gptbot, claudebot, mistralai\-training, kimibot, ai2bot, applebot\-extended, webzio\-extended, chatgpt\-user, claude\-user, perplexity\-user, mistralai\-user, kimi\-user, amzn\-user, diffbot\-user, firecrawlagent, webzio, meta\-externalfetcher, google\-extended, meta\-externalagent, amazonbot, ccbot, googlebot, bingbot, claude\-web, anthropic\-ai, bytespider, cohere\-ai: No applicable AIPREF preference was established for this purpose\. Source: AIPREF Content\-Usage; URL: https://sightradar\.com/; scope: Purpose: ai\-use; applicable robots group/path and this response's header; state: unstated. [Related check: content\-signals](https://goodforbots.com/standards?rubric=0.9.0#content-signals) ### AI training No applicable preference for this use was established\. - goodforbotsbot, \*, oai\-searchbot, claude\-searchbot, perplexitybot, mistralai\-index, kimi\-searchbot, amzn\-searchbot, meta\-webindexer, exasearchbot, aiwebindex, duckassistbot, shapbot, yandexadditional, yandexadditionalbot, gptbot, claudebot, mistralai\-training, kimibot, ai2bot, applebot\-extended, webzio\-extended, chatgpt\-user, claude\-user, perplexity\-user, mistralai\-user, kimi\-user, amzn\-user, diffbot\-user, firecrawlagent, webzio, meta\-externalfetcher, google\-extended, meta\-externalagent, amazonbot, ccbot, googlebot, bingbot, claude\-web, anthropic\-ai, bytespider, cohere\-ai: No applicable AIPREF preference was established for this purpose\. Source: AIPREF Content\-Usage; URL: https://sightradar\.com/; scope: Purpose: train\-ai; applicable robots group/path and this response's header; state: unstated. [Related check: content\-signals](https://goodforbots.com/standards?rubric=0.9.0#content-signals) - Crawler coverage includes the registered identities and up to 50 user\-agent entries from robots\.txt\. Source excerpts and detail groups are bounded; omissions are labelled\. - Observed access describes GoodForBotsBot only\. Other crawler entries describe declared rules, not tests of those operators' access\. - Coverage is the sampled homepage response and collected robots\.txt files\. No indexing or citation is guaranteed\. Usage preferences are declarations, not a legal determination of permission\. - This explanation adds no points or penalties\. Any score effects belong to the linked checks\. - AIPREF and Content Signals keep their own definitions\. AIPREF search can include processing used exclusively for search; training preferences are not a blanket ruling on every search process\. High\-accuracy face recognition API compatible with AWS Rekognition ## About this site SightRadar is a high\-accuracy face recognition API designed for developers and teams building applications that require facial indexing, searching, comparing, and detecting\. It offers drop\-in compatibility with AWS Rekognition, allowing users to point existing SDKs at a new endpoint without code rewrites\. The platform features operations such as creating collections, indexing faces, searching by image, comparing 1:1 similarity, and detecting faces with customizable confidence score thresholds\. Billed through a prepaid credit model based on per\-photo processing rather than per\-face counts, it provides per\-tenant data isolation, GDPR readiness, and specific guarantees against training general\-purpose models on customer data\. ## Through a bot's eyes Written from the response GoodForBotsBot received in scan cmv6rhruk00jd01qzupwnsvi0 (2026-10-13T14:14:16.603Z), before any JavaScript ran. ### What a bot can read A language model reading this input learns about a face recognition API service that emphasizes drop\-in compatibility with AWS Rekognition\. The homepage and JSON\-LD data provide core product descriptions, pricing figures such as batch rates starting from $0\.00062 per photo, core API operations, security and GDPR compliance details, and migration steps for boto3 users\. Additionally, the provided llms\.txt file significantly expands the context by listing comprehensive documentation links, Python and Node SDK details, specific error codes, batch webhook guides, and technical concepts such as similarity thresholds and faceprints\. > SightRadar is a high\-accuracy face recognition API that is drop\-in compatible with AWS Rekognition, allowing teams to index, search, compare, and detect faces using their existing SDKs\. Simulated from the response GoodForBotsBot received, not a live answer from any AI assistant. Category: Developer Tools & APIs Tags: AI & Machine Learning, Open Data & APIs, Developers Platforms: nextjs Hosting: cloudflare ## Site profile Login: detected (login\-navigation). API: not established. Commerce: not established. Not established means the scan found no proof, not that the site lacks it. The profile decides which conditional checks apply. Robots verdict: allowed ## Scan statistics ```json { "pagesScanned": 4, "requestCount": 23, "bytesFetched": 1681563, "durationMs": 14751 } ``` ## Pages read The homepage and up to three content pages chosen from the sitemaps and homepage links. Structured data, page structure, Markdown negotiation and typed links check every page read and take the median page; other checks read the homepage. - Homepage: https://sightradar\.com - https://sightradar\.com/blog/add\-face\-verification\-to\-signup: article; sitemap; read. - https://sightradar\.com/pricing: pricing; homepage link, sitemap; read. - https://sightradar\.com/docs/agent\-setup: documentation; sitemap; read. ## Score breakdown Readable base: 49.12; agent layer: 37.5; penalties: 0. Final points are rounded and cannot fall below zero. [How scoring works ยท current methodology](https://goodforbots.com/standards?rubric=0.9.0#scoring) ```json { "block1Raw": 56, "block1Max": 57, "block2Raw": 30, "block2Max": 40, "coverage": 1, "cappedAt": null } ``` ## Detected capabilities llms\-txt, robots\-txt, sitemap, llms\-txt\-quality, llms\-full\-txt, ai\-crawler\-rules, schema\-org, semantic\-html, crawlable\-navigation, control\-names, control\-semantics, link\-headers, section\-links ## Checks ### llms\.txt is present and well formed ID: llms-txt; version: 2; kind: achievement; status: pass. Contribution: 11.25; maximum magnitude: 11.25. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=llms-txt&version=2#llms-txt) [Check again: llms\.txt checker](https://goodforbots.com/tools/llms-txt-checker) [Guide: How to write a useful llms\.txt](https://goodforbots.com/guides/llms-txt) /llms\.txt is well formed: 60 links across 7 sections\. ```json { "links": 60, "title": "SightRadar", "errors": [], "sections": 7, "charLength": 18023, "hasSummary": true, "sectionsWithLinks": 7 } ``` ### robots\.txt is present and valid ID: robots-txt; version: 2; kind: achievement; status: pass. Contribution: 3.508771929824561; maximum magnitude: 3.508771929824561. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=robots-txt&version=2#robots-txt) [Check again: robots\.txt checker](https://goodforbots.com/tools/robots-txt-checker) [Guide: How to write robots\.txt rules for AI crawlers](https://goodforbots.com/guides/robots-txt-ai-crawlers) robots\.txt is valid, with 2 user\-agent groups\. ```json { "errors": [], "groups": 2, "sitemaps": 1, "directives": 22 } ``` ### Sitemap is present and parses ID: sitemap; version: 4; kind: achievement; status: pass. Contribution: 8.771929824561402; maximum magnitude: 8.771929824561402. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=sitemap&version=4#sitemap) Sitemap declared in robots\.txt, listing 95 URLs\. ```json { "urlCount": 95, "documents": [ { "url": "https://sightradar.com/sitemap.xml", "kind": "urlset", "urls": 95, "error": null, "valid": true, "children": 0, "compressed": false } ], "declaredInRobots": true } ``` ### llms\.txt is descriptive, not a bare link list ID: llms-txt-quality; version: 2; kind: achievement; status: pass. Contribution: 7.5; maximum magnitude: 7.5. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=llms-txt-quality&version=2#llms-txt-quality) [Check again: llms\.txt checker](https://goodforbots.com/tools/llms-txt-checker) [Guide: How to write a useful llms\.txt](https://goodforbots.com/guides/llms-txt) /llms\.txt is descriptive: a summary plus descriptions on 92% of links\. 50 of 55 descriptions follow the link with something other than ":", the separator the format specifies \(\`\- \[name\]\(url\): notes\`\)\. ```json { "links": 60, "charLength": 18023, "hasDetails": true, "hasSummary": true, "describedLinks": 55, "descriptionRatio": 0.92, "unconventionalSeparators": 50 } ``` ### Serves markdown at its own URL ID: llms-full-txt; version: 3; kind: achievement; status: pass. Contribution: 12.5; maximum magnitude: 12.5. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=llms-full-txt&version=3#llms-full-txt) [Check again: llms\.txt checker](https://goodforbots.com/tools/llms-txt-checker) [Guide: How to write a useful llms\.txt](https://goodforbots.com/guides/llms-txt) /llms\-full\.txt serves the site's content as markdown \(at least 64 KB\)\. ```json { "llmsFullTxt": { "status": 200, "usable": true, "rejected": null, "truncated": true, "byteLength": 65536 }, "markdownLinksInLlmsTxt": 0 } ``` ### Serves markdown when asked for it ID: markdown-negotiation; version: 3; kind: achievement; status: fail. Contribution: 0; maximum magnitude: 10. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=markdown-negotiation&version=3#markdown-negotiation) [Guide: How to serve Markdown to AI agents with content negotiation](https://goodforbots.com/guides/markdown-negotiation) None of the 4 pages read pass\. Asking the homepage for markdown still returns text/html\. ```json { "vary": "RSC, Accept, Next-Router-State-Tree, Next-Router-Prefetch, Next-Router-Segment-Prefetch, Next-Url, X-Vinext-Interception-Context, X-Vinext-Mounted-Slots, X-Vinext-Rsc-Render-Mode", "pages": [ { "url": "https://sightradar.com/", "reason": "not-markdown", "status": "fail", "summary": "Asking the homepage for markdown still returns text/html.", "homepage": true }, { "url": "https://sightradar.com/blog/add-face-verification-to-signup", "reason": "not-markdown", "status": "fail", "summary": "Asking the page at /blog/add-face-verification-to-signup for markdown still returns text/html.", "homepage": false }, { "url": "https://sightradar.com/pricing", "reason": "not-markdown", "status": "fail", "summary": "Asking the page at /pricing for markdown still returns text/html.", "homepage": false }, { "url": "https://sightradar.com/docs/agent-setup", "reason": "not-markdown", "status": "fail", "summary": "Asking the page at /docs/agent-setup for markdown still returns text/html.", "homepage": false } ], "reason": "not-markdown", "charset": "utf-8", "variant": null, "bodyLength": 226465, "contentType": "text/html; charset=utf-8", "variesOnAccept": true } ``` ### States a position on AI crawlers ID: ai-crawler-rules; version: 5; kind: achievement; status: pass. Contribution: 5; maximum magnitude: 5. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=ai-crawler-rules&version=5#ai-crawler-rules) [Check again: robots\.txt checker](https://goodforbots.com/tools/robots-txt-checker) [Guide: How to write robots\.txt rules for AI crawlers](https://goodforbots.com/guides/robots-txt-ai-crawlers) States a position on 11 AI crawlers, across 3 purposes \(training, search, user\-fetch\)\. ```json { "allowed": [ "gptbot", "oai-searchbot", "chatgpt-user", "claudebot", "perplexitybot", "perplexity-user", "google-extended", "applebot-extended", "amazonbot", "ccbot", "meta-externalagent" ], "blocked": [], "purposes": [ "training", "search", "user-fetch" ], "crawlersNamed": 11, "wildcardBlocksEverything": false } ``` ### Declares AI usage preferences ID: content-signals; version: 3; kind: achievement; status: fail. Contribution: 0; maximum magnitude: 2.5. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=content-signals&version=3#content-signals) [Check again: robots\.txt checker](https://goodforbots.com/tools/robots-txt-checker) [Guide: How to write robots\.txt rules for AI crawlers](https://goodforbots.com/guides/robots-txt-ai-crawlers) No usage declaration found in robots\.txt or the final successful homepage response header\. ```json { "carriers": [], "contentUsage": [], "vocabularies": [], "contentSignal": [], "contentUsageHeader": null, "recognisedUsageCategories": [], "recognisedSignalCategories": [] } ``` ### Describes itself to machines with schema\.org JSON\-LD ID: schema-org; version: 4; kind: achievement; status: pass. Contribution: 8.771929824561402; maximum magnitude: 8.771929824561402. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=schema-org&version=4#schema-org) All 4 pages read pass\. The homepage describes itself to machines as Organization, WebSite, Product in valid schema\.org JSON\-LD\. ```json { "nodes": 32, "pages": [ { "url": "https://sightradar.com/", "reason": "ok", "status": "pass", "summary": "The homepage describes itself to machines as Organization, WebSite, Product in valid schema.org JSON-LD.", "homepage": true }, { "url": "https://sightradar.com/blog/add-face-verification-to-signup", "reason": "ok", "status": "pass", "summary": "The page at /blog/add-face-verification-to-signup describes itself to machines as BlogPosting, Organization, BreadcrumbList in valid schema.org JSON-LD.", "homepage": false }, { "url": "https://sightradar.com/pricing", "reason": "ok", "status": "pass", "summary": "The page at /pricing describes itself to machines as Organization, WebPage, Product in valid schema.org JSON-LD.", "homepage": false }, { "url": "https://sightradar.com/docs/agent-setup", "reason": "ok", "status": "pass", "summary": "The page at /docs/agent-setup describes itself to machines as Organization, WebPage, TechArticle in valid schema.org JSON-LD.", "homepage": false } ], "types": [ "Organization", "WebSite", "Product", "Offer", "BlogPosting", "BreadcrumbList", "ListItem", "WebPage", "AggregateOffer", "UnitPriceSpecification", "TechArticle" ], "blocks": 5, "reason": "ok", "contexts": [ "https://schema.org" ], "rdfaTypes": [], "truncated": false, "validBlocks": 5, "brokenBlocks": [], "unknownTypes": [], "pagesExamined": 4, "skippedBlocks": 0, "topLevelNodes": 13, "microdataTypes": [], "missingProperties": [], "unnamedTopLevelTypes": [ "BreadcrumbList" ] } ``` ### Content is marked up so a reader can find it ID: semantic-html; version: 4; kind: achievement; status: pass. Contribution: 10.526315789473683; maximum magnitude: 10.526315789473683. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=semantic-html&version=4#semantic-html) 3 of 4 pages read pass; 1 partly\. The page at /pricing is partly structured: The outline jumps from h1 to h3, which the standard forbids\. ```json { "gaps": [], "pages": [ { "url": "https://sightradar.com/", "reason": "structured", "status": "pass", "summary": "The homepage marks its content root, its heading outline and its landmarks.", "homepage": true }, { "url": "https://sightradar.com/blog/add-face-verification-to-signup", "reason": "structured", "status": "pass", "summary": "The page at /blog/add-face-verification-to-signup marks its content root, its heading outline and its landmarks.", "homepage": false }, { "url": "https://sightradar.com/pricing", "reason": "partly-structured", "status": "warn", "summary": "The page at /pricing is partly structured: The outline jumps from h1 to h3, which the standard forbids.", "homepage": false }, { "url": "https://sightradar.com/docs/agent-setup", "reason": "structured", "status": "pass", "summary": "The page at /docs/agent-setup marks its content root, its heading outline and its landmarks.", "homepage": false } ], "roots": [ { "words": 831, "source": "element", "hierarchicallyCorrect": true } ], "reason": "structured", "h1Count": 1, "headings": [ { "text": "High-accuracy face recognition APIs.", "empty": false, "level": 1 }, { "text": "See it recognize faces โ€” with the JSON.", "empty": false, "level": 2 }, { "text": "Two reasons it sticks.", "empty": false, "level": 2 }, { "text": "Accuracy you can ship on", "empty": false, "level": 3 }, { "text": "Rekognition-compatible API", "empty": false, "level": 3 }, { "text": "Keep your code. Swap the endpoint.", "empty": false, "level": 2 }, { "text": "Everything you need to see faces.", "empty": false, "level": 2 }, { "text": "Index", "empty": false, "level": 3 }, { "text": "Search", "empty": false, "level": 3 }, { "text": "Compare", "empty": false, "level": 3 }, { "text": "Detect", "empty": false, "level": 3 }, { "text": "Set it once. Then just call it.", "empty": false, "level": 2 }, { "text": "Grab a key", "empty": false, "level": 3 }, { "text": "Index your faces", "empty": false, "level": 3 }, { "text": "Search & verify", "empty": false, "level": 3 }, { "text": "Sensitive data, treated that way.", "empty": false, "level": 2 }, { "text": "You control retention", "empty": false, "level": 3 }, { "text": "Isolated & encrypted", "empty": false, "level": 3 }, { "text": "Never trained on your data", "empty": false, "level": 3 }, { "text": "Built for consented use", "empty": false, "level": 3 }, { "text": "The same accuracy, a smaller bill.", "empty": false, "level": 2 }, { "text": "Ship face search this week.", "empty": false, "level": 2 } ], "bodyWords": 996, "landmarks": [ { "role": "banner", "named": false, "source": "native", "element": "header" }, { "role": "navigation", "named": false, "source": "native", "element": "nav" }, { "role": "contentinfo", "named": false, "source": "native", "element": "footer" }, { "role": "navigation", "named": false, "source": "native", "element": "nav" }, { "role": "region", "named": true, "source": "role", "element": "div" }, { "role": "region", "named": true, "source": "native", "element": "section" } ], "textRatio": 0.0274, "truncated": false, "articleCount": 0, "contentWords": 940, "headingCount": 22, "headingSkips": [], "requirements": { "landmarks": true, "contentRoot": true, "headingOutline": true }, "landmarkRoles": [ "banner", "contentinfo", "navigation", "region" ], "hiddenMainCount": 0, "textComposition": { "words": { "main": 831, "other": 109, "footer": 34, "header": 1, "navigation": 20 }, "shares": { "main": 0.8351758793969849, "other": 0.10954773869346733, "footer": 0.034170854271356785, "header": 0.0010050251256281408, "navigation": 0.020100502512562814 }, "version": 1, "truncated": false, "totalWords": 995, "analysisLimited": false, "mainRegionCount": 1, "wordsBeforeMain": 115 }, "emptyHeadingCount": 0, "misnestedMainCount": 0 } ``` ### Navigation links expose usable destinations ID: crawlable-navigation; version: 2; kind: achievement; status: pass. Contribution: 8.771929824561402; maximum magnitude: 8.771929824561402. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=crawlable-navigation&version=2#crawlable-navigation) 22 of 22 assessed homepage navigation links expose usable destinations\. ```json { "good": 22, "page": "homepage", "total": 22, "reason": "observed-gaps", "limited": false, "examples": [], "truncated": false, "skippedContactLinks": 0, "brokenLabelReferences": 0 } ``` ### Links and buttons have accessible names ID: control-names; version: 1; kind: achievement; status: pass. Contribution: 4.385964912280701; maximum magnitude: 4.385964912280701. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=control-names&version=1#control-names) 178 of 178 assessed homepage links and buttons have a nonempty accessible name\. ```json { "good": 178, "page": "homepage", "total": 178, "reason": "observed-gaps", "limited": false, "examples": [], "truncated": false, "skippedContactLinks": 0, "brokenLabelReferences": 0 } ``` ### Form fields have names and recognizable semantics ID: form-semantics; version: 1; kind: achievement; status: na. Contribution: 0; maximum magnitude: 0. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=form-semantics&version=1#form-semantics) No applicable form fields were observed in the homepage HTML\. ```json { "good": 0, "page": "homepage", "total": 0, "reason": "not-observed", "limited": false, "examples": [], "truncated": false, "nativeForms": 0, "submitControls": 0, "inputTypeFallbacks": 0, "formsWithoutSubmitControl": 0 } ``` ### Controls expose roles, states and relationships ID: control-semantics; version: 1; kind: achievement; status: pass. Contribution: 2.631578947368421; maximum magnitude: 2.631578947368421. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=control-semantics&version=1#control-semantics) 183 of 183 assessed homepage controls and role declarations meet the static role, state and relationship checks\. ```json { "good": 183, "page": "homepage", "total": 183, "reason": "observed-gaps", "limited": false, "examples": [], "truncated": false } ``` ### Advertises machine\-readable resources with typed links ID: link-headers; version: 4; kind: achievement; status: pass. Contribution: 1.25; maximum magnitude: 1.25. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=link-headers&version=4#link-headers) [Guide: How to serve Markdown to AI agents with content negotiation](https://goodforbots.com/guides/markdown-negotiation) All 4 pages read pass\. The homepage points at a markdown version of itself through the page markup\. ```json { "pages": [ { "url": "https://sightradar.com/", "reason": "markdown-alternate", "status": "pass", "summary": "The homepage points at a markdown version of itself through the page markup.", "homepage": true }, { "url": "https://sightradar.com/blog/add-face-verification-to-signup", "reason": "markdown-alternate", "status": "pass", "summary": "The page at /blog/add-face-verification-to-signup points at a markdown version of itself through the page markup.", "homepage": false }, { "url": "https://sightradar.com/pricing", "reason": "markdown-alternate", "status": "pass", "summary": "The page at /pricing points at a markdown version of itself through the page markup.", "homepage": false }, { "url": "https://sightradar.com/docs/agent-setup", "reason": "markdown-alternate", "status": "pass", "summary": "The page at /docs/agent-setup points at a markdown version of itself through the page markup.", "homepage": false } ], "reason": "markdown-alternate", "sources": [ "html" ], "totalLinks": 104, "markdownAlternates": [ { "href": "https://sightradar.com/index.md", "source": "html" } ], "meaningfulRelations": [ "alternate" ] } ``` ### Each page declares one usable canonical URL ID: canonical-url; version: 1; kind: achievement; status: warn. Contribution: 0.8771929824561403; maximum magnitude: 1.7543859649122806. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=canonical-url&version=1#canonical-url) 2 of 4 pages read pass; 2 partly\. The page at /blog/add\-face\-verification\-to\-signup declares its canonical URL only in a <link> in the body; HTML head processing and Google's guidance expect it in the head\. ```json { "pages": [ { "url": "https://sightradar.com/", "reason": "declared", "status": "pass", "summary": "The homepage declares itself as its canonical URL.", "homepage": true }, { "url": "https://sightradar.com/blog/add-face-verification-to-signup", "reason": "body-only", "status": "warn", "summary": "The page at /blog/add-face-verification-to-signup declares its canonical URL only in a in the body; HTML head processing and Google's guidance expect it in the head.", "homepage": false }, { "url": "https://sightradar.com/pricing", "reason": "declared", "status": "pass", "summary": "The page at /pricing declares itself as its canonical URL.", "homepage": false }, { "url": "https://sightradar.com/docs/agent-setup", "reason": "body-only", "status": "warn", "summary": "The page at /docs/agent-setup declares its canonical URL only in a in the body; HTML head processing and Google's guidance expect it in the head.", "homepage": false } ], "reason": "body-only", "target": "https://sightradar.com/", "readings": [ { "url": "https://sightradar.com/", "target": "https://sightradar.com/", "relative": false, "crossHost": false, "truncated": false, "duplicates": 0, "declarations": [ { "url": "https://sightradar.com/", "href": "https://sightradar.com", "source": "head" } ], "selfReference": true, "invalidDeclarations": 0 }, { "url": "https://sightradar.com/blog/add-face-verification-to-signup", "target": "https://sightradar.com/blog/add-face-verification-to-signup", "relative": false, "crossHost": false, "truncated": false, "duplicates": 0, "declarations": [ { "url": "https://sightradar.com/blog/add-face-verification-to-signup", "href": "https://sightradar.com/blog/add-face-verification-to-signup", "source": "body" } ], "selfReference": true, "invalidDeclarations": 0 }, { "url": "https://sightradar.com/pricing", "target": "https://sightradar.com/pricing", "relative": false, "crossHost": false, "truncated": false, "duplicates": 0, "declarations": [ { "url": "https://sightradar.com/pricing", "href": "https://sightradar.com/pricing", "source": "head" } ], "selfReference": true, "invalidDeclarations": 0 }, { "url": "https://sightradar.com/docs/agent-setup", "target": "https://sightradar.com/docs/agent-setup", "relative": false, "crossHost": false, "truncated": false, "duplicates": 0, "declarations": [ { "url": "https://sightradar.com/docs/agent-setup", "href": "https://sightradar.com/docs/agent-setup", "source": "body" } ], "selfReference": true, "invalidDeclarations": 0 } ], "relative": false, "crossHost": false, "truncated": false, "duplicates": 0, "declarations": [ { "url": "https://sightradar.com/", "href": "https://sightradar.com", "source": "head" } ], "selfReference": true, "invalidDeclarations": 0 } ``` ### Section links reach an element on the page ID: section-links; version: 1; kind: achievement; status: pass. Contribution: 0.8771929824561403; maximum magnitude: 0.8771929824561403. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=section-links&version=1#section-links) Both pages read pass\. The homepage has 1 section link, and every one reaches an element on the page\. ```json { "pages": [ { "url": "https://sightradar.com/", "reason": "working", "status": "pass", "summary": "The homepage has 1 section link, and every one reaches an element on the page.", "homepage": true }, { "url": "https://sightradar.com/docs/agent-setup", "reason": "working", "status": "pass", "summary": "The page at /docs/agent-setup has 10 section links, and every one reaches an element on the page.", "homepage": false } ], "reason": "working", "readings": [ { "top": 0, "url": "https://sightradar.com/", "working": 1, "assessed": 1, "examples": [], "truncated": false, "baseElsewhere": 0, "missingTarget": 0, "textDirectives": 0, "scriptAddresses": 0 }, { "top": 0, "url": "https://sightradar.com/docs/agent-setup", "working": 10, "assessed": 10, "examples": [], "truncated": false, "baseElsewhere": 0, "missingTarget": 0, "textDirectives": 0, "scriptAddresses": 0 } ] } ``` ### Serves our crawler without a challenge ID: waf-challenge; version: 2; kind: penalty; status: pass. Contribution: 0; maximum magnitude: 15. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=waf-challenge&version=2#waf-challenge) Our crawler reaches the page without being challenged\. ```json { "status": 200 } ``` ### The homepage does not block indexing or snippets ID: indexing-blocks; version: 5; kind: penalty; status: pass. Contribution: 0; maximum magnitude: 20. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=indexing-blocks&version=5#indexing-blocks) Nothing on the homepage tells a crawler to skip it or to withhold its snippet\. ```json { "blocking": [], "finalUrl": "https://sightradar.com/", "redirects": 0, "directives": [ { "name": "index", "value": null, "inHead": true, "source": "html", "userAgent": "*" }, { "name": "follow", "value": null, "inHead": true, "source": "html", "userAgent": "*" }, { "name": "index", "value": null, "inHead": true, "source": "html", "userAgent": "googlebot" }, { "name": "follow", "value": null, "inHead": true, "source": "html", "userAgent": "googlebot" }, { "name": "max-image-preview", "value": "large", "inHead": true, "source": "html", "userAgent": "googlebot" }, { "name": "max-snippet", "value": "-1", "inHead": true, "source": "html", "userAgent": "googlebot" } ], "ignoredScopes": [], "trainingOptOut": [], "snippetBlocking": [] } ``` ### Serves its content without JavaScript ID: javascript-required; version: 4; kind: penalty; status: pass. Contribution: 0; maximum magnitude: 25. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=javascript-required&version=4#javascript-required) [Guide: How to serve content AI crawlers can read without JavaScript](https://goodforbots.com/guides/server-rendered-html) The captured homepage HTML contains 940 content words; completeness is not assessed\. ```json { "reason": "text-observed", "bodyWords": 996, "truncated": false, "scriptCount": 15, "contentWords": 940, "markupLength": 226465, "passWordThreshold": 120, "hasNoscriptFallback": false, "nontextElementCount": 644 } ``` ### Allows search and user\-fetch crawlers ID: ai-crawler-access; version: 5; kind: penalty; status: pass. Contribution: 0; maximum magnitude: 25. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=ai-crawler-access&version=5#ai-crawler-access) [Check again: robots\.txt checker](https://goodforbots.com/tools/robots-txt-checker) [Guide: How to write robots\.txt rules for AI crawlers](https://goodforbots.com/guides/robots-txt-ai-crawlers) robots\.txt allows every known search and user\-fetch crawler to reach the homepage\. ```json { "path": "/", "capped": false, "blocked": [], "blockedCount": 0, "penaltyPoints": 0 } ``` ### Serves the homepage over HTTPS with HTTP 200 ID: homepage-availability; version: 2; kind: penalty; status: pass. Contribution: 0; maximum magnitude: 10. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=homepage-availability&version=2#homepage-availability) The homepage is served over HTTPS and returns HTTP 200\. ```json { "error": null, "secure": true, "status": 200, "finalUrl": "https://sightradar.com/", "requestedUrl": "https://sightradar.com" } ``` ### Provides a title and meta description ID: page-metadata; version: 2; kind: penalty; status: pass. Contribution: 0; maximum magnitude: 3. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=page-metadata&version=2#page-metadata) The homepage provides both a non\-empty title and meta description\. ```json { "title": "SightRadar โ€” High-accuracy face recognition API, Rekognition-compatible", "titleCount": 1, "description": "Production-grade face recognition API: index, search, compare, and detect faces with high accuracy. Drop-in compatible with AWS Rekognition โ€” point your existing SDK at one new endpoint.", "descriptionCount": 1 } ``` ### Reaches the homepage within two redirects ID: redirect-chain; version: 2; kind: penalty; status: pass. Contribution: 0; maximum magnitude: 3. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=redirect-chain&version=2#redirect-chain) The homepage is reached in 0 redirects\. ```json { "finalUrl": "https://sightradar.com/", "redirects": 0, "threshold": 2, "requestedUrl": "https://sightradar.com" } ``` ### Returns the homepage within three seconds ID: response-time; version: 2; kind: penalty; status: pass. Contribution: 0; maximum magnitude: 3. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=response-time&version=2#response-time) The homepage reached a plain crawler in 278 ms\. ```json { "durationMs": 278, "thresholdMs": 3000, "directAttempts": 1 } ``` ### Publishes an API catalog ID: api-catalog; version: 4; kind: capability; status: na. Contribution: 0; maximum magnitude: 0. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=api-catalog&version=4#api-catalog) No API catalog published\. ```json { "wellKnown": { "status": 404, "problem": "absent", "profile": null, "contentType": null }, "advertisedVia": [] } ``` ### Publishes an auth\.md for agents ID: auth-md; version: 2; kind: capability; status: na. Contribution: 0; maximum magnitude: 0. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=auth-md&version=2#auth-md) No /auth\.md published\. ```json { "error": null, "reason": "absent", "status": 404, "contentType": "text/html" } ``` ### Lists an MCP server card in its AI Catalog ID: mcp-server-card; version: 3; kind: capability; status: na. Contribution: 0; maximum magnitude: 0. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=mcp-server-card&version=3#mcp-server-card) No AI Catalog published, so no MCP server card can be discovered\. ```json { "reason": "absent", "catalog": { "status": 404, "entries": 0, "problem": "absent", "contentType": null, "specVersion": null, "malformedEntries": 0 } } ``` ### Publishes an A2A Agent Card ID: a2a-agent-card; version: 3; kind: capability; status: na. Contribution: 0; maximum magnitude: 0. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=a2a-agent-card&version=3#a2a-agent-card) No A2A Agent Card at /\.well\-known/agent\-card\.json, and none listed in an AI Catalog\. ```json { "cards": [ { "via": "well-known", "name": null, "error": null, "notes": [], "shape": null, "skills": 0, "source": "https://sightradar.com/.well-known/agent-card.json", "status": 404, "usable": false, "problem": "absent", "version": null, "bindings": [], "identifier": null, "interfaces": [] } ], "reason": "absent", "catalog": { "status": 404, "entries": 0, "problem": "absent" }, "wellKnown": { "status": 404, "problem": "absent", "contentType": "text/html; charset=utf-8" } } ``` ### Publishes an Agent Skills index ID: agent-skills-index; version: 3; kind: capability; status: na. Contribution: 0; maximum magnitude: 0. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=agent-skills-index&version=3#agent-skills-index) No usable Agent Skills index was found at either well\-known path or in the AI Catalog\. ```json { "reason": "absent", "catalog": { "status": 404, "problem": "absent", "individualSkills": 0 }, "indexes": [ { "via": "well-known", "error": null, "notes": [], "total": 0, "format": null, "issues": [], "schema": null, "source": "https://sightradar.com/.well-known/agent-skills/index.json", "status": 404, "usable": 0, "entries": [], "problem": "absent", "rejected": 0, "identifier": null }, { "via": "well-known", "error": null, "notes": [], "total": 0, "format": null, "issues": [], "schema": null, "source": "https://sightradar.com/.well-known/skills/index.json", "status": 404, "usable": 0, "entries": [], "problem": "absent", "rejected": 0, "identifier": null } ], "artifactVerification": "not-performed" } ``` ### Declares WebMCP tools for browser agents ID: webmcp; version: 1; kind: capability; status: na. Contribution: 0; maximum magnitude: 0. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=webmcp&version=1#webmcp) No WebMCP declarations were found in the collected HTML or inline scripts\. External scripts were not inspected\. ```json { "pages": [ { "key": "homepage", "url": "https://sightradar.com/", "secure": true, "usable": 0, "truncated": false, "references": 0, "parseErrors": 0, "declarations": 0 }, { "key": "page:https://sightradar.com/blog/add-face-verification-to-signup", "url": "https://sightradar.com/blog/add-face-verification-to-signup", "secure": true, "usable": 0, "truncated": false, "references": 0, "parseErrors": 0, "declarations": 0 }, { "key": "page:https://sightradar.com/pricing", "url": "https://sightradar.com/pricing", "secure": true, "usable": 0, "truncated": false, "references": 0, "parseErrors": 0, "declarations": 0 }, { "key": "page:https://sightradar.com/docs/agent-setup", "url": "https://sightradar.com/docs/agent-setup", "secure": true, "usable": 0, "truncated": false, "references": 0, "parseErrors": 0, "declarations": 0 } ], "reason": "absent", "detection": "static", "pageCount": 4, "references": [], "parseErrors": 0, "usableCount": 0, "declarations": [], "referenceCount": 0, "declarationCount": 0, "runtimeVerification": "not-performed" } ``` ### Publishes a Web Bot Auth key directory ID: web-bot-auth; version: 2; kind: capability; status: na. Contribution: 0; maximum magnitude: 0. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=web-bot-auth&version=2#web-bot-auth) No Web Bot Auth key directory at /\.well\-known/http\-message\-signatures\-directory\. ```json { "keys": { "total": 0, "sample": [], "usable": 0, "testKeys": 0, "evaluated": 0, "privateMaterial": 0 }, "notes": [ "media-type", "unsigned" ], "shape": null, "reason": "absent", "signature": { "total": 0, "status": "absent", "ignored": 0, "coverage": null, "malformed": false, "signatures": [] }, "wellKnown": { "status": 404, "problem": "absent", "finalUrl": "https://sightradar.com/.well-known/http-message-signatures-directory", "redirects": 0, "contentType": null }, "extraMembers": [], "signatureAgent": "https://sightradar.com" } ``` ### Accepts agent payments with x402 or MPP ID: x402-mpp; version: 2; kind: capability; status: na. Contribution: 0; maximum magnitude: 0. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=x402-mpp&version=2#x402-mpp) No HTTP 402 payment challenge on the homepage or robots\.txt, and no manifest at /\.well\-known/x402\. ```json { "reason": "absent", "manifest": { "kind": null, "notes": [], "shape": null, "status": 404, "problem": "absent", "finalUrl": "https://sightradar.com/.well-known/x402", "resources": { "total": 0, "sample": [], "skipped": {}, "eligible": 0, "examined": 0 }, "contentType": null }, "protocols": [], "responses": [], "verification": null, "paymentVerification": "not-performed" } ``` ### Publishes ACP discovery metadata ID: acp; version: 1; kind: capability; status: na. Contribution: 0; maximum magnitude: 0. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=acp&version=1#acp) No ACP discovery declaration established at /\.well\-known/acp\.json\. ```json { "api": false, "key": "well-known-acp", "issues": [], "marked": false, "reason": "absent", "status": 404, "usable": false, "problem": "absent", "version": null, "commerce": false, "services": [], "transports": [], "capabilities": [], "transactionVerification": "not-performed" } ``` ### Publishes UCP discovery metadata ID: ucp; version: 1; kind: capability; status: na. Contribution: 0; maximum magnitude: 0. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=ucp&version=1#ucp) No UCP discovery declaration established at /\.well\-known/ucp\. ```json { "api": false, "key": "well-known-ucp", "issues": [], "marked": false, "reason": "absent", "status": 404, "usable": false, "problem": "absent", "version": null, "commerce": false, "services": [], "transports": [], "capabilities": [], "transactionVerification": "not-performed" } ``` ### Publishes AMP discovery metadata ID: amp-discovery; version: 1; kind: capability; status: na. Contribution: 0; maximum magnitude: 0. [Current methodology](https://goodforbots.com/standards?rubric=0.9.0&check=amp-discovery&version=1#amp-discovery) [Check again: Agent Mesh Protocol checker](https://goodforbots.com/tools/agent-mesh-protocol-checker) [Guide: How to publish Agent Mesh Protocol discovery](https://goodforbots.com/guides/agent-mesh-protocol) No public AMP discovery declaration established\. Private or hidden agents may not advertise one to our crawler\. ```json { "reason": "absent", "selected": { "via": "native", "issues": [], "marked": false, "source": "https://sightradar.com/.well-known/agent.json", "status": 404, "usable": false, "problem": "absent", "version": null, "endpoint": null, "finalUrl": "https://sightradar.com/.well-known/agent.json", "contentType": "text/html; charset=utf-8", "identifiers": [], "requestedUrl": "https://sightradar.com/.well-known/agent.json", "lifecycleStatus": null }, "declarations": [ { "via": "native", "issues": [], "marked": false, "source": "https://sightradar.com/.well-known/agent.json", "status": 404, "usable": false, "problem": "absent", "version": null, "endpoint": null, "finalUrl": "https://sightradar.com/.well-known/agent.json", "contentType": "text/html; charset=utf-8", "identifiers": [], "requestedUrl": "https://sightradar.com/.well-known/agent.json", "lifecycleStatus": null } ], "runtimeVerification": "not-performed" } ``` ## Observations ### robots ```json { "status": 200, "contentType": "text/plain", "bodyHash": "49d184db4963f4e28caa6e58b0c3441b8196e76386c97cef578608974777044e", "error": null, "durationMs": 501, "key": "robots", "url": "https://sightradar.com/robots.txt", "finalUrl": "https://sightradar.com/robots.txt", "rung": "direct", "redirects": 0, "byteLength": 507, "truncated": false, "attempts": [ { "status": 200, "contentType": "text/plain", "bodyHash": "49d184db4963f4e28caa6e58b0c3441b8196e76386c97cef578608974777044e", "error": null, "durationMs": 501, "rung": "direct", "reason": null } ] } ``` ### homepage ```json { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "6e5eb4a36f9f44cb3b4640ffa3700977a6e2fbef2fa3e8c222f455ec38701e04", "error": null, "durationMs": 278, "key": "homepage", "url": "https://sightradar.com", "finalUrl": "https://sightradar.com/", "rung": "direct", "redirects": 0, "byteLength": 226663, "truncated": false, "attempts": [ { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "4d5ff8675e0119231cbca3f72b8456507b10abdeb951552d360f655ed2808829", "error": null, "durationMs": 278, "rung": "direct", "reason": null } ] } ``` ### llms\-txt ```json { "status": 200, "contentType": "text/plain; charset=utf-8", "bodyHash": "7eca36b73ebdfa00d58587df4dd82a60e016abe65e76eb00acccf26b2c8834c6", "error": null, "durationMs": 63, "key": "llms-txt", "url": "https://sightradar.com/llms.txt", "finalUrl": "https://sightradar.com/llms.txt", "rung": "direct", "redirects": 0, "byteLength": 18126, "truncated": false, "attempts": [ { "status": 200, "contentType": "text/plain; charset=utf-8", "bodyHash": "7eca36b73ebdfa00d58587df4dd82a60e016abe65e76eb00acccf26b2c8834c6", "error": null, "durationMs": 63, "rung": "direct", "reason": null } ] } ``` ### llms\-full\-txt ```json { "status": 200, "contentType": "text/plain; charset=utf-8", "bodyHash": "999c1fe4747451ccc214f8a09b5c27246929a6f0d87be36eb589266cf063a2a0", "error": null, "durationMs": 86, "key": "llms-full-txt", "url": "https://sightradar.com/llms-full.txt", "finalUrl": "https://sightradar.com/llms-full.txt", "rung": "direct", "redirects": 0, "byteLength": 65536, "truncated": true, "attempts": [ { "status": 200, "contentType": "text/plain; charset=utf-8", "bodyHash": "6e375077fe7388bcfd983f350feabbc88d5600cf09159bd6be30dbd9e217a09b", "error": null, "durationMs": 86, "rung": "direct", "reason": null } ] } ``` ### markdown\-negotiation ```json { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "6e5eb4a36f9f44cb3b4640ffa3700977a6e2fbef2fa3e8c222f455ec38701e04", "error": null, "durationMs": 190, "key": "markdown-negotiation", "url": "https://sightradar.com", "finalUrl": "https://sightradar.com/", "rung": "direct", "redirects": 0, "byteLength": 226663, "truncated": false, "attempts": [ { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "4d5ff8675e0119231cbca3f72b8456507b10abdeb951552d360f655ed2808829", "error": null, "durationMs": 190, "rung": "direct", "reason": null } ] } ``` ### sitemap:https://sightradar\.com/sitemap\.xml ```json { "status": 200, "contentType": "application/xml", "bodyHash": "059d539cad359e5e0ea427c18de60a732e5cba11fb660dae44da41d65edb95c1", "error": null, "durationMs": 41, "key": "sitemap:https://sightradar.com/sitemap.xml", "url": "https://sightradar.com/sitemap.xml", "finalUrl": "https://sightradar.com/sitemap.xml", "rung": "direct", "redirects": 0, "byteLength": 13345, "truncated": false, "attempts": [ { "status": 200, "contentType": "application/xml", "bodyHash": "059d539cad359e5e0ea427c18de60a732e5cba11fb660dae44da41d65edb95c1", "error": null, "durationMs": 41, "rung": "direct", "reason": null } ] } ``` ### well\-known\-api\-catalog ```json { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "aab7de84b6e4417a3d19be35954c313a76c670a6dcd6353c427b2ecc3c67baf6", "error": null, "durationMs": 70, "key": "well-known-api-catalog", "url": "https://sightradar.com/.well-known/api-catalog", "finalUrl": "https://sightradar.com/.well-known/api-catalog", "rung": "direct", "redirects": 0, "byteLength": 39412, "truncated": false, "attempts": [ { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "aaf2df58c10ea2ceaa07ac52f7db713c3f0370022bb881b50420e0a48bfecddd", "error": null, "durationMs": 70, "rung": "direct", "reason": null } ] } ``` ### well\-known\-ai\-catalog ```json { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "cd41554c5f351aa9bad7ca752c12d49adf05edeed25827afe92c7f17cc194129", "error": null, "durationMs": 59, "key": "well-known-ai-catalog", "url": "https://sightradar.com/.well-known/ai-catalog.json", "finalUrl": "https://sightradar.com/.well-known/ai-catalog.json", "rung": "direct", "redirects": 0, "byteLength": 39424, "truncated": false, "attempts": [ { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "c0a8e0c41c90c76f56e69399a9b79ee246ed8e2adc0054fbc12fe0f43fcf0e24", "error": null, "durationMs": 59, "rung": "direct", "reason": null } ] } ``` ### well\-known\-agent\-card ```json { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "5725c2e37aac98e710e399c553217d15364117abdf76f0406a2018e4b549c7be", "error": null, "durationMs": 67, "key": "well-known-agent-card", "url": "https://sightradar.com/.well-known/agent-card.json", "finalUrl": "https://sightradar.com/.well-known/agent-card.json", "rung": "direct", "redirects": 0, "byteLength": 39424, "truncated": false, "attempts": [ { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "f437f7510c05a1f23c200aa93a37c2f5e851c61d734e18b389f27fe6bb0576c3", "error": null, "durationMs": 67, "rung": "direct", "reason": null } ] } ``` ### well\-known\-agent\-skills ```json { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "e3684046ee30e39916fd596960148d211e2797e1f2d921a25605873121b9078b", "error": null, "durationMs": 76, "key": "well-known-agent-skills", "url": "https://sightradar.com/.well-known/agent-skills/index.json", "finalUrl": "https://sightradar.com/.well-known/agent-skills/index.json", "rung": "direct", "redirects": 0, "byteLength": 39459, "truncated": false, "attempts": [ { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "83bb4d49d6a0bf76a810809fdf8944873f88882322611b4b9f6cfa375d3a88f2", "error": null, "durationMs": 76, "rung": "direct", "reason": null } ] } ``` ### well\-known\-skills ```json { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "de3d72c5021d47e971da144f7a317df5f492519f9929bcaafea5620a690ef432", "error": null, "durationMs": 56, "key": "well-known-skills", "url": "https://sightradar.com/.well-known/skills/index.json", "finalUrl": "https://sightradar.com/.well-known/skills/index.json", "rung": "direct", "redirects": 0, "byteLength": 39430, "truncated": false, "attempts": [ { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "7b8343fa9ee1190ef0fa3faf6a0b9a17a26b122eedbae1976cc702a5d8617ee9", "error": null, "durationMs": 56, "rung": "direct", "reason": null } ] } ``` ### well\-known\-http\-message\-signatures\-directory ```json { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "832a526a2c1a3556d0cf90cde0ea90cc85027233e6b3809123e762b0fb8c7a6e", "error": null, "durationMs": 61, "key": "well-known-http-message-signatures-directory", "url": "https://sightradar.com/.well-known/http-message-signatures-directory", "finalUrl": "https://sightradar.com/.well-known/http-message-signatures-directory", "rung": "direct", "redirects": 0, "byteLength": 39489, "truncated": false, "attempts": [ { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "0403bfb15c2d5d76f2db039476665f85d5f19ceea1dd0c14a8917cf9cb6d422d", "error": null, "durationMs": 61, "rung": "direct", "reason": null } ] } ``` ### well\-known\-x402 ```json { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "ec82598a9839eff3ca8f20956e7ee6810475509c036a995180bee5647ccd5a3b", "error": null, "durationMs": 56, "key": "well-known-x402", "url": "https://sightradar.com/.well-known/x402", "finalUrl": "https://sightradar.com/.well-known/x402", "rung": "direct", "redirects": 0, "byteLength": 39391, "truncated": false, "attempts": [ { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "88541bb547d0e00cd678c13bd26af753c9711437d58978e11954ae98a9c2443d", "error": null, "durationMs": 56, "rung": "direct", "reason": null } ] } ``` ### well\-known\-acp ```json { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "283f04fd2b6f1741503fc4bdfaf6ee2580e9a21a51e84f160798efe60e13cd4a", "error": null, "durationMs": 59, "key": "well-known-acp", "url": "https://sightradar.com/.well-known/acp.json", "finalUrl": "https://sightradar.com/.well-known/acp.json", "rung": "direct", "redirects": 0, "byteLength": 39403, "truncated": false, "attempts": [ { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "1d099957d2c23c15ab9af67fd50461b8a81b8245a825421f7d18f4858a917a25", "error": null, "durationMs": 59, "rung": "direct", "reason": null } ] } ``` ### well\-known\-ucp ```json { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "00dbc879ac52fbd733c51b9595549b88ac703a5ac3b40c4009f4dc5dc7431039", "error": null, "durationMs": 62, "key": "well-known-ucp", "url": "https://sightradar.com/.well-known/ucp", "finalUrl": "https://sightradar.com/.well-known/ucp", "rung": "direct", "redirects": 0, "byteLength": 39388, "truncated": false, "attempts": [ { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "3565d55a031b8b4110ca0e15206e9667ba4f10778589c37f314183fa4705a58e", "error": null, "durationMs": 62, "rung": "direct", "reason": null } ] } ``` ### auth\-md ```json { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "e73377822ae1bf9731c014748ca7eae6c211ad7c0e01a9835fb21af5c5c5d190", "error": null, "durationMs": 48, "key": "auth-md", "url": "https://sightradar.com/auth.md", "finalUrl": "https://sightradar.com/auth.md", "rung": "direct", "redirects": 0, "byteLength": 39364, "truncated": false, "attempts": [ { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "4f073c6914c7b3ad9554258627b0d4ff714cf409fbb42002408e2d36519321f6", "error": null, "durationMs": 48, "rung": "direct", "reason": null } ] } ``` ### well\-known\-amp\-agent ```json { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "33fbc8a03f745d123cfd5437a1b9d64f735eb4e431b2d0b2240018b91544ae86", "error": null, "durationMs": 98, "key": "well-known-amp-agent", "url": "https://sightradar.com/.well-known/agent.json", "finalUrl": "https://sightradar.com/.well-known/agent.json", "rung": "direct", "redirects": 0, "byteLength": 39409, "truncated": false, "attempts": [ { "status": 404, "contentType": "text/html; charset=utf-8", "bodyHash": "bb9ba4f8c190bfcb7780ff438bc80fb53e00197cbec2b353ed34a6ab823b9769", "error": null, "durationMs": 98, "rung": "direct", "reason": null } ] } ``` ### page:https://sightradar\.com/blog/add\-face\-verification\-to\-signup ```json { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "660029f7e54648a671a29ac73a25f4f24059e869581204ea56147dbb2aaccfed", "error": null, "durationMs": 82, "key": "page:https://sightradar.com/blog/add-face-verification-to-signup", "url": "https://sightradar.com/blog/add-face-verification-to-signup", "finalUrl": "https://sightradar.com/blog/add-face-verification-to-signup", "rung": "direct", "redirects": 0, "byteLength": 84972, "truncated": false, "attempts": [ { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "10c15d924f337ca17cfb161f2b1b9e33e4b292ae34e13c59283b35caa48e0550", "error": null, "durationMs": 82, "rung": "direct", "reason": null } ] } ``` ### page:https://sightradar\.com/pricing ```json { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "2b808ddcfd59033b298e1ec798f69874341bdd70c43b8fa769d1a54d0f8391f9", "error": null, "durationMs": 122, "key": "page:https://sightradar.com/pricing", "url": "https://sightradar.com/pricing", "finalUrl": "https://sightradar.com/pricing", "rung": "direct", "redirects": 0, "byteLength": 104650, "truncated": false, "attempts": [ { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "0e1da8429426345ed6124c896687553a158c1e7e2d4b893a562b7965e8a2ce88", "error": null, "durationMs": 122, "rung": "direct", "reason": null } ] } ``` ### page:https://sightradar\.com/docs/agent\-setup ```json { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "255fd9fed5022405dd605c57cc273469aff03297a968ba0dd0b9cc63be4dd1df", "error": null, "durationMs": 202, "key": "page:https://sightradar.com/docs/agent-setup", "url": "https://sightradar.com/docs/agent-setup", "finalUrl": "https://sightradar.com/docs/agent-setup", "rung": "direct", "redirects": 0, "byteLength": 159440, "truncated": false, "attempts": [ { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "6e3be97e287edd31bee2c2ecd98746cac5b249dae79d71bbd456ebb9f62a0c9a", "error": null, "durationMs": 202, "rung": "direct", "reason": null } ] } ``` ### page\-markdown:https://sightradar\.com/blog/add\-face\-verification\-to\-signup ```json { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "660029f7e54648a671a29ac73a25f4f24059e869581204ea56147dbb2aaccfed", "error": null, "durationMs": 109, "key": "page-markdown:https://sightradar.com/blog/add-face-verification-to-signup", "url": "https://sightradar.com/blog/add-face-verification-to-signup", "finalUrl": "https://sightradar.com/blog/add-face-verification-to-signup", "rung": "direct", "redirects": 0, "byteLength": 84972, "truncated": false, "attempts": [ { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "10c15d924f337ca17cfb161f2b1b9e33e4b292ae34e13c59283b35caa48e0550", "error": null, "durationMs": 109, "rung": "direct", "reason": null } ] } ``` ### page\-markdown:https://sightradar\.com/pricing ```json { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "2b808ddcfd59033b298e1ec798f69874341bdd70c43b8fa769d1a54d0f8391f9", "error": null, "durationMs": 105, "key": "page-markdown:https://sightradar.com/pricing", "url": "https://sightradar.com/pricing", "finalUrl": "https://sightradar.com/pricing", "rung": "direct", "redirects": 0, "byteLength": 104650, "truncated": false, "attempts": [ { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "0e1da8429426345ed6124c896687553a158c1e7e2d4b893a562b7965e8a2ce88", "error": null, "durationMs": 105, "rung": "direct", "reason": null } ] } ``` ### page\-markdown:https://sightradar\.com/docs/agent\-setup ```json { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "5f0016c2b22a70b37755b3044c1229ab64618a7a1b5a5bc3c44ad052174f2efd", "error": null, "durationMs": 118, "key": "page-markdown:https://sightradar.com/docs/agent-setup", "url": "https://sightradar.com/docs/agent-setup", "finalUrl": "https://sightradar.com/docs/agent-setup", "rung": "direct", "redirects": 0, "byteLength": 158446, "truncated": false, "attempts": [ { "status": 200, "contentType": "text/html; charset=utf-8", "bodyHash": "6e3be97e287edd31bee2c2ecd98746cac5b249dae79d71bbd456ebb9f62a0c9a", "error": null, "durationMs": 118, "rung": "direct", "reason": null } ] } ``` ## Fixes Showing 3 of 14 fixes. ### Serve Markdown when asked for it Recoverable contribution: 10 points. Score with this fix and the ones above it: 97/100. None of the 4 pages read pass\. Asking the homepage for markdown still returns text/html\. ```text My website sightradar.com scored 87/100 on Good for Bots (Good). Good for Bots measures one thing: whether a language model can read a site and cite it. I need you to: serve markdown through content negotiation on all public HTML routes. The check it fails is "Serves markdown when asked for it", worth 10 points. What the scanner saw: None of the 4 pages read pass. Asking the homepage for markdown still returns text/html. The scan checked a sample of 4 pages. It does not establish which other pages have the same issues. Use the findings below to locate the responsible templates, components or configuration, and apply the fix wherever the same issue occurs. Pages in the sample with findings: - https://sightradar.com/: Asking the homepage for markdown still returns text/html. - https://sightradar.com/blog/add-face-verification-to-signup: Asking the page at /blog/add-face-verification-to-signup for markdown still returns text/html. - https://sightradar.com/pricing: Asking the page at /pricing for markdown still returns text/html. - https://sightradar.com/docs/agent-setup: Asking the page at /docs/agent-setup for markdown still returns text/html. Implement content negotiation across all public HTML routes, including page types outside the scan's sample. Put it in the shared response handling or the handlers for each page type, so new pages receive it too. Agents need the content of any page they follow, including pages the report did not name. When a request arrives with `text/markdown` in its `Accept` header, the same URL that serves HTML to a browser should return a markdown rendering of that page's content. Requests without that header must keep getting the HTML exactly as they do now. The response must: - set `Content-Type: text/markdown; charset=utf-8`; - include `Accept` in the `Vary` header, so shared caches never serve the markdown to a browser or the HTML to an agent (RFC 9110 says a server SHOULD send `Vary` whenever the representation depends on a request header); - contain real markdown, not HTML with a different header on it; - drop `ETag` and `Last-Modified` for the converted response, since a conditional request cannot be honoured against a body generated on the fly. Work out how to do this in whatever stack this project uses. If the site is behind Cloudflare on a paid plan, the "Markdown for Agents" zone setting does all of the above and is the least invasive option. Otherwise implement it in the framework: middleware inspecting the `Accept` header, a route handler that returns the markdown source, or whatever fits the architecture here. Strip navigation, headers, footers and cookie banners from the markdown. The point is the content, without the page furniture around it. Verify HTML and Markdown responses for each public page type, including URLs outside the reported sample. Check that each Markdown response contains that page's content and that ordinary browser requests still receive HTML. The whole report, as markdown, is at https://goodforbots.com/r/sightradar.com.md?scan=cmv6rhruk00jd01qzupwnsvi0. Read it first: this prompt covers one finding, and the report has everything the scan saw. When you are done, summarise what you changed and how to check it against a running instance. Do not try to run the Good for Bots scan yourself: it only sees what is already deployed, it is rate-limited, and re-running it is the site owner's call once the change ships. ``` ### Declare AI usage preferences Recoverable contribution: 2.5 points. Score with this fix and the ones above it: 99/100. No usage declaration found in robots\.txt or the final successful homepage response header\. ````text My website sightradar.com scored 87/100 on Good for Bots (Good). Good for Bots measures one thing: whether a language model can read a site and cite it. I need you to: declare the site's AI usage preferences in robots.txt or HTTP headers. The check it fails is "Declares AI usage preferences", worth 2.5 points. What the scanner saw: No usage declaration found in robots.txt or the final successful homepage response header. Blocking a crawler says who may fetch a page. This says what may be done with the content afterwards (trained on, indexed, quoted in an answer), which is a different question, and one a site can answer without blocking anybody. There are two vocabularies for it and either is fine. Cloudflare's `Content-Signal` is deployed at scale; the IETF AIPREF working group's `Content-Usage` is the standards-track version. Pick one. Cloudflare's, placed inside a user-agent group: ``` User-agent: * Content-Signal: ai-train=no, search=yes, ai-input=yes Allow: / ``` The three categories are `ai-train` (training or fine-tuning models), `search` (building a search index that links back here) and `ai-input` (feeding the content to a model at answer time, such as retrieval-augmented generation). Each takes `yes` or `no`. The IETF version, with reversed naming for the training category and single-letter values: ``` User-agent: * Content-Usage: train-ai=n, search=y, ai-use=y Allow: / ``` Alternatively, send the same IETF preference as an HTTP response header: ```http Content-Usage: train-ai=n, search=y, ai-use=y ``` Configure it on the content responses it is meant to cover, including the final homepage response after redirects. A header applies only to that response's content; it is not a site-wide declaration. Do not put a robots.txt path prefix in it. The scanner samples the final successful homepage response and awards this check once even when both robots.txt and the header declare preferences. Use lowercase category labels and the unquoted tokens `y` or `n`. Parameters are ignored. Repeated HTTP fields form one dictionary: a duplicate category keeps its last value. Keep that distinct from conflicts between separate applicable AIPREF statements, where disallow takes precedence over allow by default. Keep the carriers consistent with the intended policy; a header does not automatically override robots.txt. Decide what this project wants. A common position is to refuse training while allowing search and grounding, so the site stays citable without feeding a model. Omitting a category is allowed and means "unstated", not "allowed". One caution: nothing compels a crawler to honour either directive. This is a stated preference, not an enforcement mechanism. The standards-track vocabulary is also a draft that can still change under you. The whole report, as markdown, is at https://goodforbots.com/r/sightradar.com.md?scan=cmv6rhruk00jd01qzupwnsvi0. Read it first: this prompt covers one finding, and the report has everything the scan saw. When you are done, summarise what you changed and how to check it against a running instance. Do not try to run the Good for Bots scan yourself: it only sees what is already deployed, it is rate-limited, and re-running it is the site owner's call once the change ships. ```` ### Declare one usable canonical URL per page Recoverable contribution: 0.88 points. Score with this fix and the ones above it: 100/100. 2 of 4 pages read pass; 2 partly\. The page at /blog/add\-face\-verification\-to\-signup declares its canonical URL only in a <link> in the body; HTML head processing and Google's guidance expect it in the head\. ````text My website sightradar.com scored 87/100 on Good for Bots (Good). Good for Bots measures one thing: whether a language model can read a site and cite it. I need you to: declare one absolute canonical URL in the head of every page. The check it only partly passes is "Each page declares one usable canonical URL", with 0.88 points of it still on the table. What the scanner saw: 2 of 4 pages read pass; 2 partly. The page at /blog/add-face-verification-to-signup declares its canonical URL only in a in the body; HTML head processing and Google's guidance expect it in the head. The scan checked a sample of 4 pages. It does not establish which other pages have the same issues. Use the findings below to locate the responsible templates, components or configuration, and apply the fix wherever the same issue occurs. Pages in the sample with findings: - https://sightradar.com/blog/add-face-verification-to-signup: The page at /blog/add-face-verification-to-signup declares its canonical URL only in a in the body; HTML head processing and Google's guidance expect it in the head. - https://sightradar.com/docs/agent-setup: The page at /docs/agent-setup declares its canonical URL only in a in the body; HTML head processing and Google's guidance expect it in the head. The canonical `` sits in the body, either written there or pushed there by an element the parser cannot keep in the head. Move it into the head, above any such element. A Next.js app from 15.2 on streams metadata that `generateMetadata` resolves late and appends it to the body for every user agent outside its `htmlLimitedBots` list, and the default list names no OpenAI, Anthropic or Perplexity agent. Add those agents to `htmlLimitedBots` in the Next.js config (a custom list replaces the default, so keep its entries), or set it to `/.*/` to send metadata in the head to every client. Set the canonical URL in the shared layout or the SEO configuration that renders each page's head, not page by page, then check a page of each template. A canonical URL tells a search engine, and an agent deciding which address to cite, which of several addresses serving the same content is the one to use. RFC 6596 (Informational) defines the `canonical` link relation: its target must carry the same content as the page, or more, and a page should name only one. Each page must: - declare exactly one canonical URL, as a `` in the ``, an HTTP `Link` header, or both naming the same URL; - write it as an absolute `https://` URL without a fragment; - point at itself, or at a page that carries the same content or more; - point at an address that answers with the page itself, not an error, and whose own canonical names itself; ```html ``` Two things to get right, because they are the common failure modes. A template that hard-codes the home page as every page's canonical tells search engines that every article is a duplicate of the front page; build the URL from the current route instead. And an `href` written as `example.com/page`, without `https://`, is a relative path, so it resolves to a nested address under the current page. A `` placed after anything that cannot live in the head (a `
`, an ``, a tracking pixel) ends up in the body when the page is parsed, where Google's guidance does not accept it: keep canonical tags above such elements. Canonical tags added only by JavaScript are not read here. This check judges a target only when the scan already fetched it, and it cannot tell a permanent redirect from a temporary one, so check any target that redirects by hand. Where a page's parameters produce the same content, point every variant at the clean URL rather than at itself. The whole report, as markdown, is at https://goodforbots.com/r/sightradar.com.md?scan=cmv6rhruk00jd01qzupwnsvi0. Read it first: this prompt covers one finding, and the report has everything the scan saw. When you are done, summarise what you changed and how to check it against a running instance. Do not try to run the Good for Bots scan yourself: it only sees what is already deployed, it is rate-limited, and re-running it is the site owner's call once the change ships. ```` 11 more fixes come with Pro, each with a prompt. Only the listing's verified owner can upgrade it, and Pro never changes the score. [Pro for this listing](https://goodforbots.com/pricing?host=sightradar.com#upgrade) Deployed your fixes? [Rescan to update your score](https://goodforbots.com/r/sightradar.com#rescan). Only the listing's verified owner can request a rescan; claiming is free. ## Structured data ```json { "@context": "https://schema.org", "@graph": [ { "@type": "ItemPage", "@id": "https://goodforbots.com/r/sightradar.com#webpage", "url": "https://goodforbots.com/r/sightradar.com", "name": "sightradar.com AI visibility report", "description": "sightradar.com scores 87/100 for AI visibility. Scanned 13 Oct 2026. Review bot access, content checks and available fixes in the full report.", "inLanguage": "en", "isPartOf": { "@id": "https://goodforbots.com/#website" }, "breadcrumb": { "@id": "https://goodforbots.com/r/sightradar.com#breadcrumb" }, "mainEntity": { "@id": "https://goodforbots.com/r/sightradar.com#site" }, "about": { "@id": "https://goodforbots.com/r/sightradar.com#site" }, "dateModified": "2026-10-13T14:14:16.603Z" }, { "@type": "BreadcrumbList", "@id": "https://goodforbots.com/r/sightradar.com#breadcrumb", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://goodforbots.com/" }, { "@type": "ListItem", "position": 2, "name": "Directory", "item": "https://goodforbots.com/directory" }, { "@type": "ListItem", "position": 3, "name": "Developer Tools & APIs", "item": "https://goodforbots.com/directory/category/developer-tools" }, { "@type": "ListItem", "position": 4, "name": "SightRadar", "item": "https://goodforbots.com/r/sightradar.com" } ] }, { "@type": "WebSite", "@id": "https://goodforbots.com/r/sightradar.com#site", "name": "SightRadar", "url": "https://sightradar.com", "description": "High-accuracy face recognition API compatible with AWS Rekognition", "image": "https://cdn.goodforbots.com/site-images/logo/aeb36b6e-38c1-44e6-a44d-35ef9bb686f0.webp" }, { "@type": "Organization", "@id": "https://goodforbots.com/#organization", "name": "Good for Bots", "url": "https://goodforbots.com", "logo": "https://goodforbots.com/icon-512.png", "founder": { "@id": "https://goodforbots.com/#person-mateusz-pawlica" }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "support@goodforbots.com", "url": "https://goodforbots.com/contact" } }, { "@type": "WebSite", "@id": "https://goodforbots.com/#website", "name": "Good for Bots", "url": "https://goodforbots.com", "description": "Check if AI crawlers can access and read your website, free. Get a score out of 100 with every finding and fix prompts, then browse reports in the directory.", "inLanguage": "en", "publisher": { "@id": "https://goodforbots.com/#organization" }, "potentialAction": { "@type": "SearchAction", "target": { "@type": "EntryPoint", "urlTemplate": "https://goodforbots.com/directory?q={q}" }, "query-input": "required maxlength=120 name=q" } }, { "@type": "Person", "@id": "https://goodforbots.com/#person-mateusz-pawlica", "name": "Mateusz Pawlica", "givenName": "Mateusz", "familyName": "Pawlica", "jobTitle": "Founder of Good for Bots", "description": "Web developer who builds directories and AI-powered products, and the founder of Good for Bots.", "url": "https://goodforbots.com/about#founder", "sameAs": [ "https://pl.linkedin.com/in/mateusz-pawlica-65238816b", "https://pawlicaweb.pl/o-mnie" ], "knowsAbout": [ "llms.txt", "robots.txt", "AI crawlers", "Markdown content negotiation", "Structured data", "Technical SEO", "Web directories", "Next.js", "TypeScript", "Generative AI" ], "worksFor": { "@id": "https://goodforbots.com/#organization" } } ] } ```