Brand Narrative Drift Checker
Compare your homepage, pricing, and third-party feedback to see whether your story stays consistent.
Message inputs
Paste copy from multiple surfaces to find message drift that confuses AI systems and buyers.
Run the tool to get a structured result with scores, tables, recommendations, and next steps.
What You Get
Shows whether your site and third-party signals describe the same business in the same words.
What You Get
Finds conflicting descriptors that weaken recommendation confidence.
What You Get
Useful before rebrands, pricing changes, or category repositioning.
- Paste short but representative samples from each source.
- Use the unified narrative output as the basis for a tighter company description.
- Update review profiles and directory copy after you fix the site narrative.
AI Visibility Checker
Score how clearly your brand, category, and proof stack line up with AI recommendation prompts.
AI Citation Tracker Lite
Map the mix of owned, editorial, review, and community sources supporting a page or topic.
AI Search Readiness Score
Benchmark whether your brand is actually ready for AI search, not just traditional SEO.
Track this in Citepanel
Move from one-time checks to continuous visibility, position, and sentiment monitoring.