For marketing teams

Make your next content decision an informed one.

See how your positioning comes through in AI answers. Bring marketing, content and leadership together around the gaps your report reveals.

Start free. No credit card required.

What you can do

Connect your positioning to what models actually say.

Check the story being told

Compare your intended positioning with the answers in your report. Identify vague descriptions, missing strengths and claims that need clearer evidence.

Find the next useful content brief

Use answer gaps and recommendations to decide which explanations, comparisons and proof points your website needs.

Share findings your team can act on

Download the report as a PDF and use it to agree on content priorities. Keep the underlying responses alongside the scores for context.

Your workflow

Make the report part of your next decision.

See how we measure
  1. Set the market context

    Describe your offer, target market and competitors so the report starts with the right business context.

  2. Review the message gaps

    Read how each selected model describes your business and where recommendations suggest more clarity or evidence.

  3. Brief, publish and check again

    Turn a finding into a content change. Run a fresh report manually after publishing and review the responses in context.

Questions from marketing teams

See where your business stands.

Start with a free report. Use the findings to choose your next step.