Resources · Tools

Frameworks, applied.

Tools to run the frameworks on your brand — plus sample walk-throughs showing how the audits land in the wild.

• Tool·Coming soon

  AI Brand Audit Tool

  Drop in a brand. Get a scored audit against the L3 framework in under 90 seconds. Free version bundled with the next Edge Watch issue.

• Audit·Published

  AI Brand Audit: A Sample Walk-Through

  A live walk-through of the L3 framework applied end-to-end. Scoreboard, six-dimension scoring, gaps, and the opportunity surfaced.

• Audit·Published

  GEO Strategy: A Category Teardown in SEA

  Regional Generative Engine Optimisation teardown of a fast-moving Southeast Asian category. The visibility gap and the moves required to close it.