Buildwithorbitbuildwithorbit.ai

ScoredOct 6, 2026, 10:11 AM

Buildwithorbit's API program is performing exceptionally well across all evaluated dimensions — partner discoverability, design clarity, documentation quality, and agent readiness are all at the highest level. The only remaining opportunities are modest refinements to ensure agents and partners always have machine-readable, runnable context at their fingertips.

API DesignA clean, typed, well-governed API contract agents can reason about4 pass1 warn0 fail96A+
SignalPointsFindingsRationale
passMachine-readable, versioned contractvia spec25/25The API declares version "1.0.0" and uses url-based versioning, so an agent can pin to a stable contract. Investigated: spec 100%, docs 100%.A current OpenAPI version with a declared versioning scheme lets agents reason about the contract.
passAuth declared & discoverablevia spec25/25This API requires no credentials and says so — the docs state "Orbit does not require authentication." (docs). An agent can call it directly. Investigated: spec 100%, docs 100%.Agents can only call an API when they can determine its auth posture — a declared scheme, or an explicit statement that none is required.
warnSchema coverage & depthvia spec20.8/25The request body of POST /v1/integrate has a structured shape (more than 5 top-level fields, or a nested object / array-of-objects field), which is harder for an agent to fill correctly. Investigated: spec 83%.
Fix: Flatten the request body, or document each field's shape with a worked example.
Typed, complete request/response schemas are what make agent function-calling possible.
passSecurity & governance hygienevia spec15/15No credential-shaped strings detected in spec. Investigated: spec 100%, wellknown 0%.No leaked secrets, no critical lint violations, no OWASP API Top-10 spec smells, and a published vulnerability-disclosure channel.
passExample coveragevia spec10/10100% of parameters and responses (13 of 13) include example values, grounding an agent in real payload shapes. Investigated: spec 100%, docs 100%.Examples carry shape semantics schemas under-specify — for humans and agents alike.
Developer ExperienceThe context both developers and agents need to integrate fast — onboarding, code samples, complete descriptions and worked examples5 pass0 warn0 fail100A+
SignalPointsFindingsRationale
passSelf-service developer portalvia docs29/29The API requires no credentials (the docs state "Orbit does not require authentication." (docs)), so there is nothing to sign up for and no sales gate to clear. Investigated: docs 100%.A first call without a human in the loop — self-serve credentials, a free tier, or an API that needs none.
passQuickstart presentvia docs25/25Quickstart at https://www.buildwithorbit.ai/docs/get-started/welcome includes a runnable first-call code sample. Investigated: docs 100%.A quickstart is the fastest path from landing page to first successful call.
passCode samples in docsvia docs18/18Code samples appear on 1 of 4 sampled docs pages across 1 language(s), but broader multi-language coverage is missing. Investigated: docs 100%.Multi-language samples shorten time-to-first-call.
passDescription completenessvia spec15/15100% of operations and parameters carry substantive descriptions (2 of 2 ops, 4 of 4 params), the main semantic cue an agent relies on. Investigated: spec 100%.Complete descriptions are the context humans and agents need to use endpoints.
passChangelog publishedvia spec13/13changelog is documented on the docs site at https://www.buildwithorbit.ai/changelog, even though it isn't declared in the API spec. Investigated: spec 100%, docs 100%.A published changelog lets partners track changes without surprise.
Agent DiscoveryPartners and their agents can find your APIs — llms.txt, registries, crawlable and reachable docs3 pass1 warn0 fail98A+
SignalPointsFindingsRationale
passDocs reachable, not hard auth-gatedvia docs30/30All 11 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.
warnllms.txt present, valid & comprehensivevia docs28.1/30Same-origin links point to HTML and no markdown alternatives detected. Investigated: docs 94%.A valid, comprehensive llms.txt is the machine-readable entry point for agents.
passRegistry & SDK presencevia docs28/28Indexed on Context7 (llmstxt/buildwithorbit_ai_llms_txt, 151 snippets). Investigated: docs 100%, sdk 0%, cli 0%.Listing in MCP registries and publishing SDKs puts the API where agents and their tooling look.
passCrawlable / AEOvia wellknown12/12robots.txt lets all monitored AI crawlers reach the docs paths. Investigated: wellknown 100%.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 docs3 pass2 warn0 fail95A+
SignalPointsFindingsRationale
passMachine-readable errors (RFC 9457)via docs28/28Documents 4 distinct 4xx/5xx error response codes, so an agent can branch on specific failures instead of guessing. Investigated: docs 100%, spec 50%.RFC 9457 problem details and a documented error-code inventory let agents parse failures without burning tokens.
passOperation purpose clarityvia spec25/25100% of operations (2 of 2) have both a clear summary and a descriptive name, so an agent can pick the right endpoint. Investigated: spec 100%.Agents select the right endpoint from its summary + operationId; clear, named operations make tool-selection reliable — the strongest driver of correct tool choice.
warnAgent-navigable, token-efficient docsvia docs20.6/222 of 9 pages have substantive content differences between markdown and HTML (avg 12% missing). Investigated: docs 94%.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 (AGENTS.md) found at https://buildwithorbit.ai/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.
warnDocs structured datavia docs4/8JSON-LD Article markup covers 4 of 4 assessed pages (100%), but no page carries dateModified, so answer engines can't tell how current the docs are. Investigated: docs 50%.
Fix: Add dateModified to the existing JSON-LD so answer engines can tell how current each page is.
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.
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 them3 pass1 warn0 fail95A+
SignalPointsFindingsRationale
passIdempotency documentedvia spec27/27100% of mutating operations (2 of 2) document idempotency, so an agent's retries won't create duplicates. Investigated: spec 100%, docs 100%.Documented idempotency lets agents retry safely.
passRate-limit signalingvia spec22/22Documents 4 distinct rate-limit response headers, so an agent can back off before getting throttled. Investigated: spec 100%, docs 100%.Machine-readable rate-limit headers let agents throttle adaptively.
passPagination documented & consistentvia spec22/22Pagination parameters are present on the 2 list endpoint(s), so an agent can page through results. Investigated: spec 100%, docs 100%.Consistent, documented pagination lets agents traverse collections.
warnRunnable collection with test scriptsvia platform4.5/9No test scripts found in the workspace's public collections, so an agent can't use them to verify API behavior. Investigated: platform 50%.
Fix: Add pm.test() assertions so the collection can be used as an agent-runnable test suite.
A public, maintained collection with assertions is runnable truth agents validate against.
naSandbox separation—/20No surface produced evidence for this capability in this run.An isolated environment lets agents exercise destructive operations safely.
Resources Discovered

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

Agent hintsContext7 (151)
APIs analyzed1 — API Reference
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