HP GEO Share of Voice

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HP GEO Share of Voice

Citation share of voice across the major AI answer engines, by category
Brand
URL
Queries
Competitor set
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Method note, Sept 4 2026: Gemini's citations now resolve through Google's search-grounding redirect to the real source URL, instead of being dropped as unresolvable. Gemini numbers from before this date are not directly comparable to runs after it.

Share of Voice

Scope Everything over time →
Share of voice = HP citations divided by all tracked citations (HP plus Direct plus Adjacent competitors). Presence = share of queries where HP is cited or named. Scope applies to the tiles above, the category breakdown below, and Most-cited sources.

Coverage Map

Most-cited sources

    Across all engines and queries run so far.

    Share of Voice by category

    Priority map — impact by winnability

    Each cell counts queries at that impact (rows, top = highest) and winnability (columns, right = highest). Top-right is where HP both matters most and can realistically win. Click a cell to filter the matrix to those queries; click it again to clear.

    Query matrix

    View
    Tier
    Type
    Impact
    Winnability
    Leaders by engine
    Cited leaders — publishers ranked by citations, blended across the five engines by default. Use “Leaders by engine” above to re-rank for a single engine. The winner is emphasized; HP is maroon when it wins and outlined when it is in the field but not winning.
    Engine cells — how HP appears in that engine’s answer: MC mentioned & cited C cited only — linked as a source, name not in the text M mentioned only — named in the text, not linked – absent ● met the win condition ● partially met (Core queries only)
    Winner is the most-cited publisher across engines for that query. Engine cells show HP's own status; a dot marks a passed win-condition judgment. Hover a query for its win condition.

    Scope
    Range

    Share of voice over time

    By engine

    By category

    Categories made mostly of Extended and Probe queries only refresh on the monthly and quarterly sweeps, so their lines have fewer points. The count under each name says how many measurements the line is drawn from.

    What moved, query by query

    Show
    Tier
    present on all 5 engines3 to 41 to 2absent everywherenot measured that run

    Actions log

    Impact and winnability are starting estimates from the query set and are replaced by observed data as runs accumulate.