Risk to control
Unauthenticated endpoints leak metadata, IDs, or operational status that helps enumeration.
Find API abuse risks across auth, rate limits, object access, webhooks, exports, search, and usage-based endpoints.
Page intent
solutionReduce automated abuse, data scraping, account attacks, and cost exposure by testing APIs the way real attackers and bot traffic will use them.
Reduce automated abuse, data scraping, account attacks, and cost exposure by testing APIs the way real attackers and bot traffic will use them. It is written for API product owners, backend leads, platform engineers, fraud teams, and founders operating usage-based or public APIs., with the review anchored in the real application paths, roles, data, and evidence that drive the decision.
Unauthenticated endpoints leak metadata, IDs, or operational status that helps enumeration.
Authenticated APIs lack rate limits, object ownership checks, or pagination caps.
Webhook, search, export, or AI inference endpoints can be abused to create cost spikes.
Error responses reveal validation rules, internal services, or customer-specific identifiers.
Discover API routes, methods, parameters, auth requirements, and response patterns.
Unauthenticated endpoints leak metadata, IDs, or operational status that helps enumeration.
Reduce automated abuse, data scraping, account attacks, and cost exposure by testing APIs the way real attackers and bot traffic will use them.
API route inventory.
Map API surfaces from routes, docs, repository context, and observed application calls.
Run checks with anonymous, normal, privileged, and cross-account tokens.
Classify findings into data exposure, auth bypass, enumeration, abuse, or reliability risk.
Retest controls and keep an API abuse evidence record.
API route inventory.
Abuse control checklist.
Rate-limit and object-access test notes.
API remediation and retest report.
Unauthenticated endpoints leak metadata, IDs, or operational status that helps enumeration.
Authenticated APIs lack rate limits, object ownership checks, or pagination caps.
API route inventory.
Webhook, search, export, or AI inference endpoints can be abused to create cost spikes.
Unauthenticated endpoints leak metadata, IDs, or operational status that helps enumeration.
Authenticated APIs lack rate limits, object ownership checks, or pagination caps.
Webhook, search, export, or AI inference endpoints can be abused to create cost spikes.
Error responses reveal validation rules, internal services, or customer-specific identifiers.
No. Internal app APIs, route handlers, webhooks, and browser-called JSON endpoints can all be abused if controls are missing.
Teams often miss object ownership checks, rate limits, pagination caps, idempotency, webhook signature validation, and safe error responses.
Yes. Usage-based inference, file processing, and automation endpoints should be reviewed for authentication, throttling, quotas, and input limits.
Priority is based on reachability, authentication requirement, sensitive data exposure, automation ease, and business impact.
Map API abuse prevention to your current release, buyer, or audit pressure and see what proof SafeVibe can produce.