AI discovery intelligence

The evidence behind AI recommendations.

See how your brand, products, and services appear across ChatGPT, Perplexity, and Google AI. Find where competitors win, what shaped the answer, and what to improve next.

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AI answer analysisFrom visibility score to evidence.
Recommendation viewIllustrative sample

What are the best customer support platforms for a growing company?

01Competitor A8 of 10
02Your brand4 of 10
03Competitor B3 of 10

From signal to action

Know where you stand and what to do next.

Citarra runs the buyer questions that matter, compares answers across AI engines, and keeps the evidence behind every result.

Answers

Keep the original response and the exact recommendation language.

Sources

Trace the domains and evidence shaping your market.

Actions

Prioritize recurring gaps and measure what changes.

Measure the questions that matter.

Track the real questions buyers ask and see when your brand, products, or services enter the answer.

Buyer question trackingMonitor high-intent discovery, comparison, and recommendation questions.
Engine-level visibilitySeparate ChatGPT, Perplexity, and Google AI.
Competitive intelligenceSee which competitors appear, how often, and in what position.
Market segmentationOrganize questions by category, audience, funnel stage, country, and language.
Visibility by recommendationIllustrative sample
01Competitor AVisible
02Your brandOpportunity
03Competitor BVisible

See what shaped the answer.

Move from a score to the exact response, recurring citations, and evidence supporting the recommendation.

Raw answer audit trailOpen the original answer behind every result.
Source intelligenceFind the domains that repeatedly influence your market.
Citation evidenceConnect every reported signal with its supporting source.
Entity extractionIdentify brands, products, services, attributes, and experts.
Reliability controlsExclude incomplete runs instead of blending them into a score.
Sources shaping this answerIllustrative sample
Specialist publisherEditorial source
Recurring
Industry communityPeer discussion
Recurring
Comparison pageEvaluation source
Growing
Your websiteBrand owned
Gap

Turn recurring gaps into action.

Prioritize the improvements connected to several important questions, record the work, and measure what changes.

Source opportunitiesFind influential domains where competitors appear and you do not.
Experiment logRecord content, positioning, outreach, feed, and profile changes.
Change trackingMonitor movement across linked questions and sources.
Alerts and reportingBring important changes and evidence to the right team.
Priority actionsIllustrative sample
Close a recurring source gapConnected to several tracked questions
Sources
Correct missing product contextReview the exact answer and evidence
Content
Measure the next runCompare change by engine and question
Track

Built around your market

Different decisions need different evidence.

Start with the questions, entities, sources, and workflows that matter in your industry.

Ecommerce and retailOwn the shelf inside every AI answer.↗AgenciesTurn visibility into a client service they can see.↗Software and technologyWin the questions that decide the shortlist.↗Consumer brandsSee which brands AI recommends, and why.↗Financial servicesKnow what AI says before customers rely on it.↗Professional servicesMake the shortlist before the first conversation.↗

Your first baseline

See how AI represents your brand today.

Choose the buyer questions and competitors that matter. Citarra will show you the answers, sources, and gaps.

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