Sound familiar?
Teams stuck in the old playbook lose time, trust, and momentum.
- Mention counts with no business context
- No clear split between answer mentions and source citations
- AI Overview, ChatGPT, Gemini, Perplexity, Meta Muse, and Claude tracked in separate tools
- Reports that cannot explain what to fix