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SightRadar

sightradar.com

High-accuracy face recognition API compatible with AWS Rekognition

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Good for Bots report

SightRadar scores 87 of 100: 49 of the 50 base points, 38 of the 50 agent-layer points, no penalties.

Earned

49 of the 50 base points above the line, 38 of the 50 agent-layer points below it.

87

3 prompts away

Copy them below ↓

13
Penalties0
How scoring works · current methodology →

Through a bot’s eyes

“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 on , not a live answer from any AI assistant.

What it can read, and what stays hidden →

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.

What is SightRadar?

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.

Read more →

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.

3 prompts, 13 points

For Claude Code, Cursor or Codex. The score moves after the next scan.

+10score from 87 to 97

Serve Markdown when asked for it

None of the 4 pages read pass. Asking the homepage for markdown still returns text/html.

Read prompt

+2.5score from 97 to 99

Declare AI usage preferences

No usage declaration found in robots.txt or the final successful homepage response header.

Read prompt

+0.9score from 99 to 100

Declare one usable canonical URL per page

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.

Read prompt

Pro

11 more prompts in Pro

Pro shows a prompt for every fix and drafts your llms.txt and robots.txt. It never changes the score.

$9 once, per listingSee Pro

Deployed your fixes? Rescan to update your score →

Select a check to see what we found and how it is graded.

Readable base

49.1 / 50

Passes.

3.5 of 3.5 points.

robots.txt is valid, with 2 user-agent groups.

Passes.

8.8 of 8.8 points.

Sitemap declared in robots.txt, listing 95 URLs.

Passes.

8.8 of 8.8 points.

All 4 pages read pass. The homepage describes itself to machines as Organization, WebSite, Product in valid schema.org JSON-LD.

Passes.

10.5 of 10.5 points.

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.

Passes.

8.8 of 8.8 points.

22 of 22 assessed homepage navigation links expose usable destinations.

Passes.

4.4 of 4.4 points.

178 of 178 assessed homepage links and buttons have a nonempty accessible name.

Not applicable.

0 of 0 points.

No applicable form fields were observed in the homepage HTML.

Passes.

2.6 of 2.6 points.

183 of 183 assessed homepage controls and role declarations meet the static role, state and relationship checks.

Half passes.

0.9 of 1.8 points.

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.

Agent layer

37.5 / 50

Passes.

11.3 of 11.3 points.

/llms.txt is well formed: 60 links across 7 sections.

Passes.

7.5 of 7.5 points.

/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`).

Passes.

12.5 of 12.5 points.

/llms-full.txt serves the site's content as markdown (at least 64 KB).

Fails.

0 of 10 points.

None of the 4 pages read pass. Asking the homepage for markdown still returns text/html.

Passes.

5 of 5 points.

States a position on 11 AI crawlers, across 3 purposes (training, search, user-fetch).

Fails.

0 of 2.5 points.

No usage declaration found in robots.txt or the final successful homepage response header.

Penalties

− 0

Passes.

Penalty: 0 of 15 points.

Our crawler reaches the page without being challenged.

Passes.

Penalty: 0 of 20 points.

Nothing on the homepage tells a crawler to skip it or to withhold its snippet.

Passes.

Penalty: 0 of 25 points.

The captured homepage HTML contains 940 content words; completeness is not assessed.

Passes.

Penalty: 0 of 25 points.

robots.txt allows every known search and user-fetch crawler to reach the homepage.

Passes.

Penalty: 0 of 10 points.

The homepage is served over HTTPS and returns HTTP 200.

Passes.

Penalty: 0 of 3 points.

The homepage provides both a non-empty title and meta description.

Passes.

Penalty: 0 of 3 points.

The homepage is reached in 0 redirects.

Passes.

Penalty: 0 of 3 points.

The homepage reached a plain crawler in 278 ms.

Agent capabilities

0 of 11 · no points

Each one found adds +1 to the badge.

Not applicable.

Adds +1 to the badge when found.

No API catalog published.

Not applicable.

Adds +1 to the badge when found.

No /auth.md published.

Not applicable.

Adds +1 to the badge when found.

No AI Catalog published, so no MCP server card can be discovered.

Not applicable.

Adds +1 to the badge when found.

No A2A Agent Card at /.well-known/agent-card.json, and none listed in an AI Catalog.

Not applicable.

Adds +1 to the badge when found.

No usable Agent Skills index was found at either well-known path or in the AI Catalog.

Not applicable.

Adds +1 to the badge when found.

No WebMCP declarations were found in the collected HTML or inline scripts. External scripts were not inspected.

Not applicable.

Adds +1 to the badge when found.

No Web Bot Auth key directory at /.well-known/http-message-signatures-directory.

Not applicable.

Adds +1 to the badge when found.

No HTTP 402 payment challenge on the homepage or robots.txt, and no manifest at /.well-known/x402.

Not applicable.

Adds +1 to the badge when found.

No ACP discovery declaration established at /.well-known/acp.json.

Not applicable.

Adds +1 to the badge when found.

No UCP discovery declaration established at /.well-known/ucp.

Not applicable.

Adds +1 to the badge when found.

No public AMP discovery declaration established. Private or hidden agents may not advertise one to our crawler.

Access & usage policy

Who can read this page, and for what purpose?

GoodForBotsBot received HTTP 200 via a direct request. No indexing restriction was observed in the supported homepage directives.

Sampled URL: https://sightradar.com/

Declared crawling rules

No matching refusal for this URL was found for the listed identities.

Sources and scope: declared crawling rules
  • Declared allow · Scan admission

    • GoodForBotsBot/1.0 (+https://goodforbots.com/bot)

    The recorded robots admission decision allowed our crawler to proceed.

    GoodForBotsBot admission along the homepage request chain

    https://sightradar.com/

    robots.txt is present and valid

  • Declared allow · robots.txt

    • goodforbotsbot (Site diagnostics)
    • * (Default robots group)
    • claude-searchbot (ai-search)
    • mistralai-index (ai-search)
    • kimi-searchbot (ai-search)
    • amzn-searchbot (ai-search)
    • meta-webindexer (ai-search)
    • exasearchbot (ai-search)
    • aiwebindex (ai-search)
    • duckassistbot (ai-search)
    • shapbot (ai-search)
    • yandexadditional (ai-search)
    • yandexadditionalbot (ai-search)
    • mistralai-training (ai-training)
    • kimibot (ai-training)
    • ai2bot (Unknown)
    • webzio-extended (ai-training)
    • claude-user (user-fetch)
    • mistralai-user (user-fetch)
    • kimi-user (user-fetch)
    • amzn-user (user-fetch)
    • diffbot-user (user-fetch)
    • firecrawlagent (extraction)
    • webzio (extraction)
    • meta-externalfetcher (user-fetch, agent)
    • googlebot (search)
    • bingbot (search)

    No matching refusal for this URL in the applicable robots group. This is a declaration, not an access test.

    Acquisition of https://sightradar.com/

    https://sightradar.com/robots.txt

    User-agent: *
    allow: /

    robots.txt is present and validStates a position on AI crawlersAllows search and user-fetch crawlers

  • Declared allow · robots.txt

    • oai-searchbot (ai-search)
    • perplexitybot (ai-search)
    • gptbot (ai-training)
    • claudebot (ai-training)
    • applebot-extended (ai-training)
    • chatgpt-user (user-fetch)
    • perplexity-user (user-fetch)
    • google-extended (ai-training, grounding)
    • meta-externalagent (ai-training, product-improvement)
    • amazonbot (ai-training, product-improvement)
    • ccbot (open-dataset, ai-training)
    • claude-web (Unknown)
    • anthropic-ai (Unknown)
    • bytespider (Unknown)
    • cohere-ai (Unknown)

    No matching refusal for this URL in the applicable robots group. This is a declaration, not an access test.

    Acquisition of https://sightradar.com/

    https://sightradar.com/robots.txt

    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: /

    robots.txt is present and validStates a position on AI crawlersAllows search and user-fetch crawlers

Observed access

GoodForBotsBot received HTTP 200 via a direct request.

Sources and scope: observed access
Coverage and interpretation
  • 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.

In its category

5th of 33 in Developer Tools & APIs

Whole category →
  1. 1Good for Botsgoodforbots.com
  2. 2Chrome Goldminechromegoldmine.com
  3. 5SightRadar · this reportsightradar.com

The prompts above would take SightRadar to 100, first in its category.

To the prompts ↑

Category average 62. The percentile appears once the catalogue holds a few hundred sites.

Scanned

Site profile

Login
Detected
A sign-in or sign-up link
API
Not established
Commerce
Not established

It decides which conditional checks apply. “Not established” means no proof in what we read, not proof of absence.

Scan details

Every scan is kept. Pro draws the history as a chart →

Scanned
13 Oct 2026
Rubric
0.9.0
Requests
23
Fetched
1.7 MB
Took
14.8 s
Homepage
278 ms · direct
Pages read
4
robots.txt
allowed
Which pages the scan read

The homepage and up to three pages from the sitemap and homepage links. Structured data, page structure, Markdown negotiation and typed links check each page read and take the median page; other checks read the homepage.

  • Homepagealways read
  • /blog/add-face-verification-to-signuparticle · from the sitemap · read
  • /pricingpricing · linked from the homepage · from the sitemap · read
  • /docs/agent-setupdocumentation · from the sitemap · read

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