Audit website content against canonical brand messaging and GEO target prompts
Redline is a command-line tool designed to audit website content against brand messaging and GEO target prompts. It generates actionable reports that highlight discrepancies between current website content and desired messaging, providing specific suggestions for edits. The tool operates locally, ensuring that no data is sent to the cloud unless opted in by the user.
- ▪Redline audits website content using a local LLM to produce actionable reports.
- ▪The tool identifies pages that do not align with the brand's messaging and suggests specific edits.
- ▪It operates without requiring cloud API keys, maintaining user data privacy.
Opening excerpt (first ~120 words) tap to expand
redline ⚠️ Alpha quality. redline is under active development. The core scan pipeline works, tests are green, and the report format is stable — but JavaScript rendering isn't supported, some niche subcommands aren't implemented yet, and breaking changes may land in any release until v1.0.0. Pin a specific tag in production-y use. redline is a single-binary command-line tool that audits a website's content against your canonical brand messaging and Generative Engine Optimization (GEO) target prompts. It crawls the site, uses a local LLM (Ollama by default) to judge every page, and produces an agent-actionable report — each finding tied to a verbatim quote, a location hint, and a suggested fix — so a downstream LLM can apply UPDATE / REWRITE / DELETE edits across the site.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.