Competitor Citation Analysis:
Map Every Domain Winning AI Citations in Your Space

See Who Is Winning AI Citations - and Exactly How to Beat Them

In AI search, winning citations is a zero-sum game. Every time a competitor is cited instead of you, a potential customer learns about their brand, not yours. Citerank's Competitor Citation Analysis maps the full citation landscape for your category, identifies every domain beating you, and runs a signal-level gap analysis to show exactly what they do differently.

The tool operates in three sequential steps - each passing context to the next. Discover the citation landscape across 100 keywords. Click a competitor to auto-run a gap analysis. Get a full Share of Voice battle with per-gap prescriptions and AI-generated strategic recommendations.

How Competitor Citation Analysis Works

1. 1

   Discover: Map 100 Keywords

   Enter a topic or category. Citerank sweeps up to 100 related keywords and identifies every domain cited in AI Overviews for those queries - building a complete citation landscape map with Share of Voice percentages.

2. 2

   Gap Analysis: Signal-Level Diff

   Click any competitor domain. The tool auto-runs a 20-signal gap analysis comparing your site against theirs: schema types, E-E-A-T signals, content structure, entity declarations, author markup, and more. Each gap is specific and ranked.

3. 3

   Deep Dive: Full SOV Battle

   Get a complete Share of Voice battle report for any competitor pair - keyword by keyword, engine by engine - with per-gap prescriptions and AI-generated strategic analysis of where to focus first.

What Competitor Citation Analysis Includes

• 100-Keyword Citation Landscape

  Sweeps up to 100 keywords in your category and maps every domain cited, their citation frequency, and their Share of Voice percentage - giving you a complete view of the competitive citation landscape.

• Signal-Level Gap Analysis

  Runs a 20-signal comparison between your site and any competitor: schema types, E-E-A-T presence, FAQ coverage, entity declarations, author markup, content depth, internal link structure, and more.

• Share of Voice Tracking

  Measures what percentage of AI Overview citations in your category go to each domain - your competitive position expressed as a concrete market share number.

• Per-Gap Prescriptions

  Every signal gap gets a specific prescription: the exact schema to add, the content to create, or the structural change to make - not generic advice.

• AI Strategic Analysis

  Each Deep Dive report includes an AI-generated strategic analysis that synthesizes the gap data into a prioritized action plan - identifying your highest-leverage competitive moves.

• Funnel Context Passing

  Clicking a competitor in the Discover view automatically passes all context to the Gap Analysis - no manual re-entry. The full three-step funnel runs seamlessly.

Who Uses Competitor Citation Analysis

• SEO strategists mapping the AI search competitive landscape in their category
• Content directors identifying the gaps that let competitors win AI citations
• Agency teams delivering competitive AI visibility audits to clients
• Brand managers monitoring which competitors are gaining AI search ground
• Enterprise marketing teams tracking category Share of Voice in AI search
• Consultants building differentiated AI competitive intelligence services

Frequently Asked Questions

What is Share of Voice in AI search?

Share of Voice in AI search measures what percentage of AI-generated answers in your category cite each domain. If AI Overviews cite your domain in 15 of 100 category queries and a competitor in 40, your Share of Voice is 15% versus their 40%.

How many keywords can I analyze in one sweep?

The Discover step supports up to 100 keywords per sweep. You can run multiple sweeps for different keyword clusters within your category.

What signals does the gap analysis compare?

The 20-signal gap analysis compares: schema type and depth, FAQ schema, speakable markup, author schema, E-E-A-T indicators, entity declarations, sameAs links, word count, heading structure, internal link patterns, Core Web Vitals, agentic protocol compliance, and more.

Can I compare against multiple competitors at once?

The Gap Analysis step compares your domain against one competitor at a time. The Deep Dive Share of Voice report shows all competitors in your category simultaneously.

How does context passing work between the three steps?

When you click a competitor in the Discover view, all keyword and citation data from that step is automatically passed to the Gap Analysis - no re-entry required. Similarly, clicking through to the Deep Dive carries all gap analysis context forward.

How often is citation data updated?

Discover step data reflects live AI Overview queries run at the time of your sweep. Weekly automated re-sweeps are available on Pro and Agency plans to track citation landscape changes over time.