
Questions this page should answer
- Which sources already mention our brand?
- Where are we missing backlinks or citation coverage?
- Which mention gaps should we prioritize first?
Before you analyze
- Keep the same date range as Citations and Visibility.
- Start with all platforms before filtering to one engine.
- Use prompt and topic filters when checking a specific narrative gap.
What this page gives you
- Mention and non-mention source rows from AI citation data.
- Filters for platform, prompt, topic, and source type.
- A direct way to spot existing brand coverage versus missing opportunities.
How to read mention rows
Read each row as a source opportunity, not just a backlink lead.Source: the domain or page appearing in AI citation context.Mention status: whether your brand is already mentioned.Prompt/topic: where the source appeared.Platform: the AI engine context where the source was observed.Source type: the kind of site or content you may need to influence.
- Existing mentions reveal proof patterns worth repeating.
- Missing mentions on high-value prompts deserve outreach or stronger source-backed content.
- Missing mentions on low-value prompts should not distract from strategic authority work.
How these metrics are calculated (simple)
How to use this page
Prioritize strategic missing mentions
Missing mentions on high-value prompts matter more than isolated misses on low-value topics. Focus on gaps tied to commercial or high-trust topics first.Check the source type before acting
Editorial, institutional, reference, and corporate sources usually deserve a different outreach or content strategy than UGC sources.Use mention wins as proof patterns
When a source already mentions you, inspect what kind of page or evidence got picked up. That pattern often tells you what to expand next.Quick weekly checklist
- Filter to your highest-priority prompt or topic.
- Flag sources where competitors are present and you are missing.
- Flag strong mention wins worth replicating.
- Turn the top 3 gaps into outreach or content proof actions.
What to fix first
Team routine
- Weekly: review high-value missing mentions.
- Bi-weekly: turn the best gaps into outreach or proof-building work.
- Monthly: compare mention wins with citation share and visibility changes.
Keep in mind
- Not every missing mention is worth chasing.
- A strong mention on one source does not guarantee broader authority.
- Use this page with Citations, not instead of Citations.

