Playbooks that turn AI visibility into shipped improvements.
Buyer prompts, citation proof patterns, trust pages, and templates—built to reduce guessing and speed up wins.
What you’ll find here
Buyer-intent prompt sets
Ready-to-use query clusters for buy/compare/alternatives.
Proof page patterns
Comparison tables, FAQ hubs, buying guides, and policy clarity patterns.
Volatility methodology
How to avoid overreacting to one-off AI answers.
Execution templates
Fill-in templates your team can ship quickly.
What’s the goal of these resources?
Reduce guessing. Increase shipped fixes. Create repeatable wins in AI recommendations.
Faster time-to-first-win
Clear proof structures AI can cite
Repeatable checklists for teams
Recommended learning path
Start with buyer prompts (money queries)
Learn proof patterns (what AI cites)
Ship 3 templates and rescan
Scale coverage only after stable wins
Why playbooks beat panic
AI changes; your execution system shouldn’t.
Checklists prevent overreacting and keep work focused.
Templates reduce content cycles and speed up approvals.