When a buyer asks ChatGPT or Perplexity to compare vendors in your category, the AI has already decided which brands to include — and which to leave out. If your competitors are consistently cited in comparison and vendor-selection queries while your brand is absent or inaccurately described, you are losing business at the consideration stage before a human makes a decision.
What the report covers
Citation Share by Query Category
How often your brand appears versus each competitor in AI-generated answers across branded, category, comparison, problem-solution, and use-case query types.
Answer Accuracy Comparison
How AI systems describe your brand versus competitors — including factual errors, outdated information, missing differentiators, or positioning gaps in how your brand is summarized.
Competitor Citation Advantage Map
The specific queries where each competitor wins citations your brand should own — with analysis of why the competitor is preferred and what signals are driving that outcome.
Platform-by-Platform Breakdown
Citation performance across ChatGPT, Gemini, Claude, Perplexity, and Copilot separately — because citation patterns vary by platform and some competitive gaps are platform-specific.
Prioritized Opportunity List
The 5 to 10 highest-priority queries and content areas where closing the competitive gap would have the greatest citation impact — ranked by intent, gap size, and implementation difficulty.
CMO-Ready Formatting
All findings structured for executive briefing — data tables, competitive citation maps, answer accuracy comparisons, and a prioritized opportunity list formatted for a 15-minute leadership presentation.
How it works
01 — Intake. You provide your domain, 3 to 5 competitor domains, and the 10 to 20 query categories most important to your business. No briefing call required.
02 — Sampling. Brainpan.AI runs structured prompt sampling across all five AI platforms — covering branded, category, comparison, and use-case queries for your brand and each named competitor.
03 — Analysis. We analyze citation patterns, answer accuracy, competitive gaps, and the structural signals driving each competitor's citation advantage.
04 — Report delivery. A written report with data tables, competitive citation maps, answer accuracy comparisons, and a prioritized opportunity list — delivered within 5 to 10 business days.
Frequently Asked Questions
How is this different from the AI Visibility Audit?
The AI Visibility Audit focuses on your brand alone — your citation footprint, schema gaps, content architecture, entity signals, and a prioritized implementation roadmap. The Competitive Citation Intelligence report adds the competitive context. Many clients use both together.
How many competitors can be included?
The standard report covers 3 to 5 competitors. Larger competitive sets of 6 to 10 brands are available at an expanded scope. Most clients find 3 to 5 primary competitors provide sufficient intelligence for strategic decisions.
How current is the data?
Sampling is conducted at the time of the engagement and reflects current AI citation behavior. For ongoing competitive tracking, the Monthly Citation Reporting retainer includes competitive gap delta on a monthly basis.
Can I commission this as a new market entrant?
Yes. Competitive Citation Intelligence is particularly valuable for new entrants who need to understand which incumbents dominate AI citations and what signals drive that dominance — before building their own AI visibility program.
Pair with the AI Visibility Audit
Combine the competitive report with your own AI Visibility Audit for the full picture: where you stand versus your own potential, and where you stand versus competitors.
Request AI Visibility Audit
Kevin Walsh
Kevin Walsh is the founder of Brainpan.AI, where he builds AI visibility infrastructure, GEO/AEO strategy, schema systems, and citation optimization programs for brands that need to be retrieved, cited, and trusted by AI answer engines.