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Content Creators · Insights
AI doesn't just cite content; it frames it. Meikai analyses how LLMs describe your publication: the attributes, sentiment, topic associations, and semantic territory you own or are missing.
Sentiment
tracked per topic & model
Emerging
territory signals
Competitor
narrative benchmarking
Meikai analyses the narrative framing AI systems apply to your domain: which attributes they associate with you, how sentiment varies by topic and model, and where your positioning differs from competitors.
We track perception and narrative positioning across models, identify emerging topics where your authority is rising, and flag where competitors are gaining ground in AI narratives.
How AI describes you
"A leading authority on performance running and athletic footwear, consistently cited for expert gear analysis, training advice, and Nike product coverage."
Performance Running
Training & Recovery
Sustainable Sportswear
Outdoor & Trail
Opportunity gap: Outdoor & Trail content not yet cited — emerging territory for authority expansion.
Your commercial team can now sell with AI data. Citation rank, topic dominance, and share of voice inside ChatGPT and Gemini are becoming differentiated commercial arguments for branded content and partnership pitches.
We provide AI visibility intelligence to power branded content pitches, authority positioning, and competitive differentiation. Instead of selling impressions, your team can demonstrate citation rank, topic dominance, and share of voice against competing publishers.
Citation rank
#2
Running shoes · ChatGPT
Share of voice
29%
Running category · all LLMs
Topic dominance
3 / 5
verticals where you lead
Cited articles
412
in AI answers · last 30d
Share of voice vs competitors · Running & Sportswear
runnersworld.com
rei.com
tomsguide.comPitch-ready export, share with advertisers as a branded PDF or live link
Yes. Meikai analyses sentiment and narrative framing inside LLM responses, so you understand not just whether you appear, but how your publication is characterised by topic, by model, and over time.
Meikai cross-references your current citation profile with emerging topic clusters in your category, surfacing areas where competitors have established authority that you currently lack.
Yes. AI citation rank and topic dominance data can strengthen branded content proposals and advertiser conversations. Instead of selling impressions, you demonstrate LLM citation rank and share of voice.
AI narrative framing can shift within weeks as models are updated and new content enters their training or retrieval layers. Meikai tracks these changes continuously.