Methodology

How the AI Visibility Score works.

One number that combines how AI engines actually treat your brand with how authoritative the publications covering you are. Transparent inputs, reproducible methodology, weekly recompute.

Two halves · one score

Citation reality + authority signal.

We measure what AI engines say about your brand today, then weight it against the publication signals that predict where you'll stand tomorrow.

Half 1

AI engine citations

60% weight
  • Citation rate

    % of relevant queries where your brand is mentioned

    35%
  • Citation quality

    Sentiment, source attribution, position in answer

    15%
  • Competitor delta

    Share of voice vs. top 3 category competitors

    10%

Half 2

Authority surfaces

40% weight
  • Authority coverage

    Mentions across premium publishers, weighted by tier

    20%
  • Entity consistency

    How cleanly mentions align to a single brand identity

    10%
  • Recency & freshness

    Recent placements weighted more than legacy mentions

    10%

Formula

AVS = 0.6 × CitationScore + 0.4 × SurfaceScore

Final score normalized to 0–100, mapped to letter grade (F → A+).

Recompute

Weekly · 30-day window

FAQ

Frequently asked

Citations measure where you stand today; surface coverage predicts where you'll stand next quarter. AI engines re-train and re-rank constantly — being authoritative on the publications they reference is the leading indicator for citation growth.

The AI era of brand building

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Build the authority signals AI engines trust and become the brand they cite. Book a strategy call to map your path to AI visibility.

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