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Competitor Analysis

Competitor × model matrix: SOV and citations side by side

Use the cross-brand heatmap to compare scores across ChatGPT, Gemini, Google AI, Grok, and Perplexity, then pair it with Share of Voice trends, Citation Rate, Visibility by Platform, and per-model ranking bars to see whether you are losing volume, authority, or both.

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Competitor × model matrix: SOV and citations side by side
Heatmap competitors against models, then read SOV and citation side by side
Platform / Feature
Brand × AI platform heatmap
Share of Voice with per-model ranking
Citation Rate vs competitors by platform
Visibility by Platform with daily trends
Mention rate, average position, and score-style KPIs
Lives beside Overview, Topics, Citations, and Sentiment tabs
Core Capabilities

GEO competitor work starts with the same assistants your buyers ask

Share of Voice and Citation Rate panels show whether you are losing mentions, sourced answers, or both. Visibility and SOV charts add daily motion, and the matrix highlights outlier cells where a rival dominates one model.

Scan the four-panel view with line or bar toggles: SOV trends and citation trends, each with a platform ranking strip so you can compare who leads on volume versus who leads on sourced answers.

Share of Voice and Citation Rate side by side
Workflow

From the matrix and dual metrics to a prioritized fix list

Pick the worst competitor × platform cells, trace SOV and citation leaders, then ship structured proof, better pages, and catalog signals—rerun monitoring to confirm the next heatmap looks different.

Open Analysis → Platform and set the date range plus the competitor and model set you care about
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Integrations

Connect catalog, content, and citation programs to the assistants on the chart

When merchandising, PR, and SEO feed the same sources that models actually cite, competitor analysis stops being a slide and becomes a roadmap tied to Share of Voice and Citation Rate.

  • ChatGPT
  • GeminiGoogle Gemini
  • PerplexityPerplexity
  • Google AIGoogle
  • GrokG
  • ShopifyShopify
Connect catalog, content, and citation programs to the assistants on the chart
Frequently Asked Questions

Common Questions About This Feature

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Creality
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Segway
realme

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From Anker SOLIX to xTool — the brands above already see how ChatGPT, Gemini and Perplexity mention, cite and recommend them. Your brand is being talked about in AI right now. See it.

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