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Gap ranking
Answer-gap ranking by impact
Fix the prompts that move the most pipeline first.
Feature - Answer Gaps And Citations
Find the prompts where competitors win - and you do not.
See which buyer questions surface a rival instead of you, which sources AI cites to back the answer, and how it feels about you. Then fix the highest-impact gaps first.
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Answer gaps ranked by impact, with citations
A gap you cannot see is a deal you will lose.
When an assistant cites a competitor page as the answer, that is where the buyer goes next. Answer gaps turn that into a ranked, fixable list.
Capabilities
What is inside
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Citations
Citation and source tracking
See which URLs AI trusts - and earn placement there.
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Sentiment
Sentiment on every mention
Catch negative framing before it spreads across models.
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Competitor wins
Competitor-win analysis
Know who beats you on each prompt, and why.
2x
Perplexity mentions in 8 weeks
An agency briefed 6 articles straight from the gap list for a hospitality client; mentions doubled. Placeholder pilot result until a named customer result is available.
See your top 3 answer gaps - free.
How are gaps ranked?
By prompt volume and competitive loss - the prompts where you are absent but buyers are asking come first.
What counts as a citation?
The sources an assistant references to build its answer. Cleotic tracks which domains get cited so you can earn placement.
Is sentiment included?
Yes - every mention is scored, with cadence by plan.