Founders need a picture. Growth teams need a surface. Ecom teams need a brief. Content needs answer-shaped pages. Lantern serves all four off the same evidence layer.
Know which buying questions route shoppers toward competitors, why the model makes that choice, and which improvement deserves budget this week.
Connect high-intent prompts to recommendation share, model coverage, citations, and downstream AI-assisted traffic signals.
Prioritize PDP, schema, feed and FAQ improvements AI shopping systems can actually parse.
Create the third-party-shaped proof models trust: comparison tables, source citations, answer-shaped copy, and category authority.
No store access. No signup. The first scan lands as a board-ready brief, not another dashboard.
See where AI recommends competitors and what to improve first.