Private Alpha

Fortress

AI-powered content auditing for websites

Fortress crawls your website, reads every page the way a user would, and finds the issues nobody notices: pricing contradictions, broken CTAs, stale dates, naming inconsistencies, factual conflicts. Built by Mooch.

How it works

Multi-agent architecture

Parallel category-specific auditors - Language, Facts & Consistency, Formatting - for thorough coverage across every dimension of your content.

Two-pass verification

A liberal auditor flags candidates, then a precision checker verifies each finding against the source HTML. Low noise, high signal.

Bot protection bypass

Firecrawl integration handles JS-rendered and bot-protected sites so nothing is missed.

Semantic HTML compression

Intelligent preprocessing that preserves audit-relevant content while stripping noise, so the AI focuses on what matters.

Cross-page contradiction detection

Compares claims, pricing, and product names across every page on the site. Catches the inconsistencies that manual review misses.

Severity-graded reports

Critical, High, Medium, Low - with concrete fix recommendations for every issue found.

LangSmith observability

Full tracing on every audit for cost tracking and quality monitoring. Complete visibility into what the system is doing.

Deterministic page selection

Heuristic scoring prioritises the most important pages on any site, so audits cover what matters first.

Eval harness

Curated ground truth benchmarks for ongoing quality measurement. The system is tested against real-world data, not vibes.