Apifyapify.com

ScoredJul 24, 2026, 08:54 AM

Apify's API program shows strong fundamentals across design, onboarding, and discoverability — partners can find and evaluate the APIs with relative ease. The two areas that need immediate attention are agent-readiness of documentation and the absence of runnable, test-backed collections: without structured, machine-parseable docs and executable examples, AI agents building on Apify's platform are forced to guess at request shapes and workflow patterns, slowing integrations and increasing support burden.

API DesignA clean, typed, well-governed API contract agents can reason about2 pass1 warn0 fail96A+
SignalPointsFindingsRationale
warnSchema coverage & depthvia sdk22.8/258 of 268 public signatures use loose types (anyTypeRatio=0.030). Investigated: sdk 91%.Typed, complete request/response schemas are what make agent function-calling possible.
passSecurity & governance hygienevia wellknown15/15security.txt valid at https://apify.com/.well-known/security.txt (Contact + unexpired Expires). Investigated: wellknown 100%.No leaked secrets, no critical lint violations, no OWASP API Top-10 spec smells, and a published vulnerability-disclosure channel.
passExample coveragevia docs10/10Code samples in 3 language(s) across docs (top: javascript, shell, python); 3/20 pages have ≥ 2 languages on the same page. Investigated: docs 100%, sdk 100%.Examples carry shape semantics schemas under-specify — for humans and agents alike.
naMachine-readable, versioned contract—/25No surface produced evidence for this capability in this run.A current OpenAPI version with a declared versioning scheme lets agents reason about the contract.
naAuth declared & discoverable—/25No surface produced evidence for this capability in this run.Agents can only authenticate when auth is declared, scoped, and discoverable.
Developer ExperienceThe context both developers and agents need to integrate fast — onboarding, code samples, complete descriptions and worked examples3 pass2 warn0 fail83A
SignalPointsFindingsRationale
passSelf-service developer portalvia docs29/29Signup page at https://console.apify.com/sign-up; no free-tier language detected in docs/pricing. Investigated: docs 100%.Self-serve key/account creation is the fast first call for partners, with no sales gate.
passCode samples in docsvia docs18/18Code samples in 3 language(s) across docs (top: javascript, shell, python); 3/20 pages have ≥ 2 languages on the same page. Investigated: docs 100%.Multi-language samples shorten time-to-first-call.
passChangelog publishedvia sdk13/13Newest official SDK activity 0 day(s) ago. Investigated: sdk 100%.A published changelog lets partners track changes without surprise.
warnQuickstart presentvia docs12.5/25Quickstart page reachable (1 variants scanned starting at https://docs.apify.com/get-started) but no runnable code sample detected in HTML or .md variant. Investigated: docs 50%.A quickstart is the fastest path from landing page to first successful call.
warnDescription completenessvia sdk8.1/1567/146 operations lack a description. Investigated: sdk 54%.Complete descriptions are the context humans and agents need to use endpoints.
Agent DiscoveryPartners and their agents can find your APIs — llms.txt, registries, crawlable and reachable docs2 pass2 warn0 fail91A+
SignalPointsFindingsRationale
passDocs reachable, not hard auth-gatedvia docs30/30All 50 sampled pages are publicly accessible. Investigated: docs 100%.Agents can only index and fetch docs they can reach — past auth gates and over correct HTTP semantics.
passRegistry & SDK presencevia docs28/28Indexed on Context7 (apify/apify-docs, 4920 snippets). Investigated: docs 100%, cli 100%, mcp 100%, sdk 67%, wellknown 0%.Listing in MCP registries and publishing SDKs puts the API where agents and their tooling look.
warnllms.txt present, valid & comprehensivevia docs22.5/30llms.txt covers 406/3883 sitemap doc pages (10%); 3477 missing; 8 llms.txt links not in sitemap (may indicate stale links or incomplete sitemap). Investigated: docs 75%, sdk 0%.A valid, comprehensive llms.txt is the machine-readable entry point for agents.
warnCrawlable / AEOvia wellknown9/12Sitemap present (6 entries) but carries no lastmod values. Investigated: wellknown 75%.Bots allowed plus a fresh sitemap make docs findable by agent crawlers.
Agent UnderstandingAgents can correctly interpret your APIs — machine-readable errors, consistent descriptions, structured data, parseable docs1 pass1 warn1 fail73B
SignalPointsFindingsRationale
warnAgent-navigable, token-efficient docsvia docs17.1/226 of 50 pages have substantive content differences between markdown and HTML (avg 6% missing). Investigated: docs 78%.Server-rendered, clean, small-footprint docs are what an agent can cheaply fetch and parse correctly.
passAgent instructions file (AGENTS.md)via wellknown10/10Agent instructions file found at https://apify.com/AGENTS.md. Investigated: wellknown 100%.An AGENTS.md gives coding agents explicit setup, auth, and usage instructions to interpret and operate the API — beyond llms.txt's link index.
failDocs structured datavia docs0/8Neither JSON-LD nor OpenGraph/meta tags detected across 2 assessed pages (2 JS-rendered). Investigated: docs 0%.Structured data (JSON-LD/schema.org) on docs pages gives agents an unambiguous parse target and is what answer engines cite. Detected on the JS-rendered head (Firecrawl) for a bounded page budget, so JS-injected JSON-LD is now caught; pages we can't render are excluded rather than failed.
naMachine-readable errors (RFC 9457)—/28No surface produced evidence for this capability in this run.RFC 9457 problem details and a documented error-code inventory let agents parse failures without burning tokens.
naOperation purpose clarity—/25No surface produced evidence for this capability in this run.Agents select the right endpoint from its summary + operationId; clear, named operations make tool-selection reliable — the strongest driver of correct tool choice.
naDescription consistency across surfaces—/7Only 1 surface description(s) with ≥6 tokens available; need at least 2 to compare.Every surface tells the same story about what the product is.
Agent UsabilityAgents have the context to use your APIs reliably, not just find them2 pass0 warn1 fail86A
SignalPointsFindingsRationale
passIdempotency documentedvia sdk27/27Built-in retry machinery is present (grep-derived). Investigated: sdk 100%.Documented idempotency lets agents retry safely.
passSandbox separationvia sdk20/20Sandbox environments are exposed (sandbox). Investigated: sdk 100%.An isolated environment lets agents exercise destructive operations safely.
failRunnable collection with test scriptsvia platform0/9No public Postman workspace discovered for the org. Investigated: platform 0%.A public, maintained collection with assertions is runnable truth agents validate against.
naRate-limit signaling—/22No surface produced evidence for this capability in this run.Machine-readable rate-limit headers let agents throttle adaptively.
naPagination documented & consistent—/22No surface produced evidence for this capability in this run.Consistent, documented pagination lets agents traverse collections.
Resources Discovered

The public resources we found for Apify — the evidence behind the score. All discovered from public sources; nothing here requires access to your systems.

Agent hintsContext7 (4,920)
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