Prevent runaway LLM token bills and detect unthrottled prompt interfaces — Audits AI prompt inputs for missing character caps, unbounded context windows, lack of debouncing, and heavy uncompressed completion streams.
Unbounded input detection — catches prompt textareas lacking maxlength or token limits.
Payload streaming verification — flags monolithic uncompressed responses that waste network bandwidth.
Cost optimization scoring — benchmarks prompt efficiency and client-side payload guards.
AI Cost & Usage Auditor automatically crawls your website using a real headless browser to inspect: Unbounded input detection — catches prompt textareas lacking maxlength or token limits. Payload streaming verification — flags monolithic uncompressed responses that waste network bandwidth. Cost optimization scoring — benchmarks prompt efficiency and client-side payload guards.
Engineering leads, DevOps teams, SEO specialists, and product managers who need deterministic, evidence-backed inspection reports without generic AI hallucinations.
Our engine launches an isolated browser session, captures exact network requests, response headers, DOM snapshots, and console errors, and maps observable findings to actionable remediation steps.
The free tier audits up to 5 pages instantly (5 free scans/day). Comprehensive full-site reports with deep evidence citations are available for $3.99 per audit.
Audit AI streaming latency, timeout resilience, and 429 rate limit recovery
Audit exposed model parameters, deprecated models, and fallback resilience
Catch raw JSON leaks, broken tool execution paths, and infinite retry loops