News

Product and Research Updates

Product and research updates across AI representation monitoring, diagnosis, improvement, and verification.

  • 9 updates
  • Updated July 2026
  • 3-6 min reads

News list

News

Topic Clusters Review Redesign

Kojable’s redesigned Topic Clusters experience makes it easier to review related topics, resolve membership issues and sync only approved clusters into the content workflow.

Answers: How does Kojable help teams review topic relationships, resolve cluster-quality issues and confirm exactly which opportunities should move into content production?

Topic Clusters AI Answer Alignment 6 min read
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News

Share of Voice Reliability and Dashboard Update

Kojable now separates Share of Voice history by market, pauses unnecessary scheduled work and presents citation data in a clearer full-width dashboard.

Answers: How does Kojable keep AI citation trends comparable across markets while avoiding unnecessary automation and making results easier to interpret?

Share of Voice AI Answer Alignment 6 min read
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News

Topic Discovery and Calendar Reliability Update

Kojable has improved the reliability of the workflow connecting topic discovery, clusters, campaigns and content calendar generation.

Answers: How does Kojable ensure completed discovery work, approved topic clusters and scheduled content remain connected throughout the planning workflow?

Topic Discovery Content Planning 5 min read
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News

Knowledge Sources Relevance Update

Kojable now applies stricter relevance checks to Knowledge Sources and shows whether trusted context was reviewed, included or meaningfully reflected in the finished article.

Answers: How does Kojable decide which Knowledge Sources belong in an article, and how can users tell whether they actually influenced the final content?

Knowledge Sources Content Grounding 5 min read
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News

Topic Visibility Monitoring Update

Kojable now helps teams understand how AI visibility changes across the individual topics, questions, platforms, and models that matter to their market.

Answers: Which topics are we visible for, where are competitors stronger, and which questions need better evidence from us?

Topic Monitoring AI Visibility 5 min read
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News

AI Citation Landscape Update

Kojable now helps teams see which domains and individual pages AI systems cite when answering the questions that matter to their market.

Answers: Which sources are shaping AI answers about our market, and are those answers citing us, our competitors, or someone else?

Citation Intelligence AI Visibility 4 min read
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News

AI Visibility Monitoring Update

Kojable now helps teams understand how AI systems mention, cite, and describe their company across the topics that matter to their market.

Answers: Where is our company visible in AI answers, which sources are shaping that visibility, and where are we being overlooked?

AI Visibility Citation Intelligence 4 min read
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News

Competitive Gap Analysis Update

How Kojable identifies the prompts where competitors appear ahead of a company, examines the evidence associated with those answers, and prioritises what to investigate next.

Answers: Where are competitors winning in AI search that we are not?

Gap Analysis Competitive Intelligence 3 min read
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News

Source Guidance Controls Update

How Kojable helps teams define which sources are relevant, authoritative, realistic to act on, or unsuitable for a specific AI-representation strategy.

Answers: Which sources should shape our AI visibility strategy, and which should we avoid?

Sources AEO Strategy 4 min read
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