AI citation gap analysis for AEO
Name the query, the competitor, and the gap — so the content earns the citation, not the miss.
- DataForSEO
- Ahrefs
- Notion
- Google Sheets
Run an AI citation gap check for our CRM category.
- Pulled the queries40 AI queries, 4 citations (ours), 28 (competitors)
- Named the query"how to fix sales onboarding" — competitor cited, we are not
- Named the competitorHubSpot cited 12 times, we are cited 0
- Named the gapOur guide has no FAQ schema, no stats — the gap
The analysis named the query ("how to fix sales onboarding"), the competitor (HubSpot cited 12 times, we are 0), and the gap (no FAQ schema, no stats). The fix shipped — added FAQ schema + 2026 stats — and we earned 8 citations in 30 days, up from 0. The template earned the citation because it named the query, not counted the citations.
An AI citation gap analysis is the audit that earns the citation. It fixes the query, the competitor, and the gap — so the content reads as a source, not a miss. An SEO who counts the citations earns the miss; an AI citation gap analysis that names the query and the competitor earns the gap and the citation.
What is an AI citation gap analysis?
A reusable audit shape for the gap — the query, the competitor, the gap — that earns the citation and the traffic. The analysis fixes the shape so the content reads as a source, not a miss.
Build the audit
- Query named — the one question the prospect asks the AI
- Competitor named — the one rival the AI cites
- Gap named — the one space the competitor leaves
Ship the fix
- Name the query, do not count the citations
- One gap per query, not five
- Re-run the audit monthly
What query does an AI citation gap analysis name?
The one question the prospect asks the AI — the what, the how, the why — that earns the gap. The query is the part that earns the gap, because an SEO who counts the citations earns the miss; an SEO who names the query earns the gap.
What competitor does an AI citation gap analysis name?
The one rival the AI cites — the direct, the adjacent, the substitute — that earns the gap. The competitor is the part that earns the gap, because a query without the competitor earns the count; a query with the competitor earns the gap and the citation.
What gap does an AI citation gap analysis name?
The one space the competitor leaves — the depth, the proof, the schema — that earns the citation. The gap is the part that earns the citation, because a query without the gap earns the competitor and loses the citation; a query with the gap earns the traffic.
How the AI citation gap analysis fits your stack
The agent reads your queries and the AI answers, drafts the query, the competitor, and the gap, and ships the audit. It pairs with the aeo readiness audit and the ai citation optimization templates.
- DataForSEO
- Ahrefs
- Notion
- Google Sheets
Who uses this AI citation gap analysis
- SEO leads
- Name the query, do not count the citations.
- Content leads
- One gap per query, not five.
- Founders
- Re-run the audit monthly.
How to run this AI citation gap analysis in Metaflow
Pull the queries
The AI questions, the citations, the gaps.
Name the query
Agent names the one question.
Name the competitor
The one rival the AI cites.
Name the gap
The one space the competitor leaves.
What you provide
- AI query data
- Citation data
- Competitor content
What you get back
- Citation gap analysis
- Query named
- Competitor named
- Gap named
Why use this AI citation gap analysis?
Names the query, does not count the citations
One gap per query, not five
Re-runs monthly, not once
Pairs with the aeo readiness and citation optimization templates
AI citation gap analysis FAQs
How do you find AI citation gaps?
Name the one query, the one competitor, and the one gap. The analysis reads as a source, not a miss, which is why the content earns the citation, not the count.
What is an AI citation gap?
The space the competitor leaves in the AI answer — the depth, the proof, the schema. An SEO who counts the citations earns the miss; an SEO who names the query and the competitor earns the gap and the citation.
How do you track AI citations?
Name the one query the prospect asks and the one source the AI links. A query without the gap earns the competitor and loses the citation; a query with the gap earns the traffic, because the gap is what earns the citation.
What makes an AI citation gap analysis convert?
A query that earns the gap, a competitor that earns the citation, and a gap that earns the traffic. The analysis that counts earns the miss; the analysis that names the query earns the citation.
Similar SEO templates
Key takeaways
- Names the query, does not count the citations
- One gap per query, not five
- Re-runs monthly, not once