AI visibility tracking

    Track where your brand appears in AI answers.

    Monitor the buyer questions that shape recommendation shortlists across ChatGPT, Gemini, Perplexity, Google AI Overviews, Google AI Mode, and Microsoft Copilot. See the answer, rank, competitors, and cited evidence behind every result.

    Run a free AI visibility auditExplore the methodology
    S
    Shopify    60 prompts 6 engines
    All topics
    PromptPresence by engine

    Best ecommerce platforms for growing brands

    Recommendation Commercial
    #2#1—#2#1—

    Shopify vs BigCommerce for an online store

    Comparison Commercial
    #1#2#2—#1#2

    How much does an ecommerce platform cost?

    Evaluation Commercial
    #3——#2#2—
    3 of 60 prompts Latest completed run
    Buyer questions. Engine-level answers. Clear evidence.
    ChatGPTGeminiPerplexityAI OverviewsAI ModeCopilot

    What is AI visibility tracking?

    AI visibility tracking repeatedly tests a defined set of buyer prompts across AI answer engines and records whether a brand appears. Unlike referral analytics or traditional keyword tracking, it measures presence inside generated answers and keeps the underlying answer available for review.

    Prompt-level proof

    One score should never hide the evidence.

    Move from the portfolio view to the exact question, model response, ranking evidence, competitors, and citations.

    S
    Shopify    60 tracked prompts
    01

    Best ecommerce platforms for growing brands

    Platform selectionRecommendationCommercial
    02

    Shopify vs BigCommerce for an online store

    Platform selectionComparisonCommercial
    03

    Which ecommerce platforms connect to my ERP?

    IntegrationsEvaluationCommercial
    04

    How much does it cost to migrate an online store?

    Store migrationEvaluationCommercial
    05

    Which platform has the lowest total cost for a growing store?

    Adding a buyer question…Topic Type Intent
    A growing prompt set, organized by topic, type, and intent.

    What you are seeing

    Track buyer prompts, not a generic keyword list

    Track recommendation, comparison, and evaluation questions. Organize every prompt by topic, type, and intent so a growing prompt set stays useful.

    SIX ENGINES. SIX PERSPECTIVES.

    One brand. Different answers.

    S
    Shopify
    ChatGPT75%
    Gemini50%
    Perplexity25%
    AI Overviews50%
    AI Mode75%
    Copilot25%

    Share of completed answers that mention Shopify.

    Model-level visibility keeps provider differences visible.

    What you are seeing

    Compare visibility by AI model

    A brand can be present in one answer engine and absent from another. Model-level results reveal where an aggregate score would conceal a meaningful gap.

    Best ecommerce platforms for growing brands

    ChatGPT
    CAPTURED ANSWER · EXCERPT

    The best fit depends on your catalog, your team, and how much control you need over the buying experience. For a growing brand, I would compare these two options:

    1.
    B
    BigCommerce

    Worth evaluating if you have a complex product catalog or an established operation. Map your requirements for product variants, multiple storefronts, and integrations before comparing plans.

    2.
    S
    Shopify

    A strong candidate when you want to manage the storefront, checkout, and day-to-day operations in one place. Compare the apps you need and the total cost of running your actual workflow.

    Brand detected · Rank #2

    Before choosing, test the same products and checkout journey on both platforms.

    Sources in this answer
    B
    bigcommerce.com
    S
    shopify.com
    Answer evidence prevents a dashboard score from becoming a black box.

    What you are seeing

    Open the answer behind the result

    Inspect the answer used for the observation, the detected brand appearance, an identifiable list rank, competitors, and available sources before deciding what the metric means.

    WHERE TO FOCUS NEXT

    Where is Shopify missing?

    90 completed answers per topic. The bar shows how often Shopify is mentioned.

    Buyer topicBrand mentioned
    Start with pricing

    Shopify is missing from 60 of 90 pricing answers. Review those comparisons to see which competitors and sources appear instead.

    Category analysis turns individual prompts into a commercial decision.

    What you are seeing

    Prioritize the categories that matter

    Compare commercial themes to find categories with weak prompt coverage, strong competitors, or enough evidence to justify the next content or authority investment.

    How it works

    Build a repeatable visibility baseline.

    Use the same measurement frame across clients, reporting periods, and teams.

    1. 1
      Step

      Define buyer prompts

      Start with the recommendation, comparison, and evaluation questions that matter to the market.

    2. 2
      Step

      Run the selected models

      Test the configured prompts across the supported answer engines available to the workspace.

    3. 3
      Step

      Review the evidence

      Validate appearances, rank when identifiable, competitors, and sources in the captured answers.

    4. 4
      Step

      Compare later runs

      Use repeated observations to identify gains, losses, and persistent gaps without treating one response as a trend.

    5. 5
      Step

      Route the next action

      Send technical, content, competitor, or citation gaps to the workflow designed to address them.

    Measurement methodology

    How Glim measures AI visibility.

    These definitions keep the report interpretable and prevent AI-answer observations from being confused with conventional search rankings.

    Visibility denominator
    Visibility is based on completed monitored prompt results in the selected view where the brand is detected as appearing.
    Prompt and model results
    Provider observations remain available separately so a positive result in one model does not imply presence in every model.
    Rank
    Rank is placement inside an identifiable generated list or recommendation order. It is not a Google organic position.
    Missing results
    Unavailable provider results are not presented as evidence of absence. Completed negative results remain explicit negative observations.

    Use the same evidence in different operating models.

    Agencies and SEO consultants

    Create a consistent baseline for each client, explain movement, and connect monthly reporting to specific next actions.

    In-house search and growth teams

    Align SEO, content, product marketing, and communications around the prompts and models where the brand is missing.

    About the team

    Continue from measurement to diagnosis.

    AI competitor intelligence

    See which brands win the prompts where you are absent.

    Decision it supports

    AI citation tracking

    Inspect the domains and pages surfaced with AI answers.

    Decision it supports

    White-label reporting

    Turn approved evidence into a client-ready snapshot.

    Decision it supports

    AI visibility tracking FAQ

    Glim monitors configured prompts across ChatGPT, Gemini, Perplexity, Google AI Overviews, Google AI Mode, and Microsoft Copilot. Available evidence can differ by provider and plan.

    No. Visibility measures presence in monitored answers. Referral analytics measure visits that arrive from an AI surface. Both are useful, but they answer different questions.

    AI rank is an identifiable position inside a generated list or recommendation order. It is not a persistent search-results position and may vary across models and runs.

    Generated answers can change. Repeated monitoring helps separate a single observation from a recurring pattern and makes gains or losses easier to investigate.

    Start with evidence, not a guess.

    Run a free audit to see where your brand appears, which prompts are missing, and what the captured answers show.

    Run a free AI visibility auditExplore the methodology

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