Invisible Pipeline Loss
Deals are decided in research phases you can't see. When buyers ask AI about your category and your competitors surface instead, you're eliminated before you know you're competing.
AI Advisory engagements include full implementation by our team, powered by our proprietary platform. Access is complimentary until your citations improve, then converts to a subscription. We are onboarding now.
The brands that close their Citation Gap now will compound their advantage. AI engines create winner-take-most dynamics where early movers capture disproportionate visibility.
Deals are decided in research phases you can't see. When buyers ask AI about your category and your competitors surface instead, you're eliminated before you know you're competing.
Just 5 brands capture 80% of top AI-generated responses for any given B2B category. If you're not in that top 5, you're splitting the remaining 20% with everyone else.
Magenta Associates, 2025AI engines learn from patterns. Competitors who surface now build presence that compounds. The longer you wait, the harder — and more expensive — it becomes to close the gap.
Content built for traditional search actively degrades AI recommendation presence. Every day your content remains optimized for clicks instead of recognition, your position falls further behind.
Every engagement follows a structured path from measurement to implementation. No guesswork — everything flows from what your Brand Echo Score audit reveals.
Comprehensive measurement of your Brand Echo Score across ChatGPT, Gemini, Copilot, and Perplexity. Citation Readiness assessment, competitive comparison, gap identification using The 5 Strategies framework.
1–2 weeksBased on audit findings, we identify which of The 5 Strategies fits your situation, resources, and timeline. Not every brand needs the same approach.
Collaborative sessionRestructure your content for AI recognition. This isn't about creating new content — it's about rebuilding the architecture so AI engines can parse, understand, and confidently recommend what you already have.
4–8 weeksSystematic integration across all four AI engines. Each engine has different requirements. We handle the complexity so your brand surfaces consistently everywhere buyers research.
OngoingContinuous measurement of your Brand Echo Score over time. Track progress, identify new gaps, adjust strategy. The AI research layer changes constantly — your integration needs to evolve with it.
Continuous