— Solutions

Built for the four people who actually own AI commerce.

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.

Founders & operators

See the Brand AI Health picture without adding dashboard debt.

Know which buying questions route shoppers toward competitors, why the model makes that choice, and which improvement deserves budget this week.

  • Overview · Brand AI Health
  • Brand Positioning · Category rank
  • Industry Changes digest
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Growth teams

Treat AI answers like a measurable acquisition surface.

Connect high-intent prompts to recommendation share, model coverage, citations, and downstream AI-assisted traffic signals.

  • Prompts · tracked queries
  • Brand Positioning · trends
  • Recommendations · Immediate
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Ecommerce teams

Make product data easier for AI shopping agents to trust.

Prioritize PDP, schema, feed and FAQ improvements AI shopping systems can actually parse.

  • Product Catalog · PDP signal
  • Recommendations · Immediate
  • Citations · URL telemetry
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Content & SEO

Build comparison and evidence pages that win AI citations.

Create the third-party-shaped proof models trust: comparison tables, source citations, answer-shaped copy, and category authority.

  • Citations · per-URL Citation Score
  • External Signals · Authority + Presence
  • Industry Changes
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— Run the loop

See where AI recommends competitors. See what to fix first.

No store access. No signup. The first scan lands as a board-ready brief, not another dashboard.

Run a free scan

See where AI recommends competitors and what to improve first.

Instant preview. No signup required.
Lost prompts
Competitor sources
Recommended fixes