METHODOLOGY

    Measure every search moment.Turn it into strategy.

    HaloX analyzes both search performance and AI answer visibility in one unified framework. Where two data streams meet, real growth opportunities emerge.

    SEO ScoreSearch
    +
    AVI ScoreAI Visibility
    =
    HaloX ScoreUnified Search
    01SEO ScoreSearch Engine Analysis

    We evaluate the 4 stages of the user journey, from discovery and click to trust and conversion.

    1

    Visibility

    How easily can users find you in search?

    • Position
    • SOV
    • AIO Presence
    2

    Engagement

    How well do users interact with our content?

    • CTR
    • Bounce Rate
    • Dwell Time
    3

    Authority

    How much do search engines trust us?

    • Backlinks
    • Domain Rating
    • E-E-A-T
    4

    Conversion

    How well does search translate to real business outcomes?

    • Goal Rate
    • Revenue Impact
    • Lead Quality

    Score Composition

    Weighted sum of 4 metrics

    Position40%
    SOV30%
    AIO20%
    Trend10%
    02AVI ScoreAI Response Analysis

    We measure how much, how, and in what context your brand is mentioned across AI assistant responses.

    1

    Brand Visibility

    Does AI mention your brand at all?

    • Mention Rate
    • Citation Rate
    2

    Citation Quality

    How and where are you cited by AI?

    • Avg Position
    • Source vs Citation
    • Inline Links
    3

    Sentiment

    What tone does AI use to describe you?

    • Positive %
    • Neutral %
    • Negative %
    4

    Share of Voice

    What % of AI answers feature your brand?

    • SOV
    • Coverage
    • Competitor Gap

    Score Composition

    Weighted sum of 5 metrics

    Citation Rate35%
    Mention SOV20%
    Sentiment15%
    Coverage15%
    Rank Quality15%
    03The Full PictureTwo scores. One strategy.

    We cross-analyze SEO and AI data to surface the areas that need your attention most right now.

    SEO Score
    78
    +
    AVI Score
    65
    =
    HaloX Score
    71

    Gap Matrix

    Where does your brand fall?

    GEO 강
    GEO 약
    SEO Gap

    Visible in AI, but weak in search

    Fortress

    Strong in both SEO and GEO

    Critical

    Weak in both, urgent priority

    GEO Gap

    Visible in search, but weak in AI

    SEO WeakSEO Strong

    Your brand's new competitive edge

    in the age of AI.