Audit exposed model parameters, deprecated models, and fallback resilience — Evaluates client-exposed model configurations, legacy model versions (gpt-3.5-turbo-0301, text-davinci-003), extreme temperature settings, and fallback arrays.
Deprecated model detection — flags outdated or retired LLM model versions.
Hyperparameter hygiene — verifies temperature and top_p are calibrated to avoid hallucination.
Fallback readiness — checks for multi-model redundancy during provider outages.
AI Model Configuration Auditor automatically crawls your website using a real headless browser to inspect: Deprecated model detection — flags outdated or retired LLM model versions. Hyperparameter hygiene — verifies temperature and top_p are calibrated to avoid hallucination. Fallback readiness — checks for multi-model redundancy during provider outages.
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.