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Insights & Guides

Practical guides to help you improve your brand's visibility and performance across AI platforms.

May 21, 2026
How To Get Mentioned in AI Search: What 83,670 Citations Taught Us About Which Brands Get Picked

How To Get Mentioned in AI Search: What 83,670 Citations Taught Us About Which Brands Get Picked

Learn how to get mentioned in AI search using insights from 83,670 citations and discover what makes brands consistently get picked.

May 21, 2026
How to Rank on Perplexity AI (What We Learned Tracking 83,670 Citations Across 3 AI Engines)

How to Rank on Perplexity AI (What We Learned Tracking 83,670 Citations Across 3 AI Engines)

How to rank on Perplexity AI using insights from 83,670 citations across 3 engines. Data-backed tactics that actually increase visibility.

May 21, 2026
How to Rank on ChatGPT: 7 Tactics From Tracking 83,670 AI Citations

How to Rank on ChatGPT: 7 Tactics From Tracking 83,670 AI Citations

Learn how to rank on ChatGPT using 7 tactics backed by 83,670 AI citations. Practical steps to boost visibility in AI search.

AUGUST 04, 2026

Featured image for Top 10 Sites Cover Only 12% of AI Citations [2026 Study]

Top 10 Sites Cover Only 12% of AI Citations [2026 Study]

Analysis of 115,843 citations across 7,058 domains shows the top 10 sites account for only 12%, revealing a broad, fragmented source ecosystem.

AUGUST 04, 2026

Featured image for YouTube Barely Exists in ChatGPT AI Answers [2026 Study]

YouTube Barely Exists in ChatGPT AI Answers [2026 Study]

YouTube appeared in 9% of Perplexity answers but just 0.01% of ChatGPT answers. See why video visibility depends heavily on the AI engine.

AUGUST 04, 2026

Featured image for AI-Cited Reddit Threads Rarely Name Brands [2026 Study]

AI-Cited Reddit Threads Rarely Name Brands [2026 Study]

Only 4% of AI-cited Reddit threads named the brand discussed in the answer. Learn what Reddit can and cannot do for B2B AI visibility.

AUGUST 04, 2026

Featured image for AI Answers Ignore Cited Page Sentiment [2026 Study]

AI Answers Ignore Cited Page Sentiment [2026 Study]

Cited-page sentiment did not predict AI-answer sentiment across 22,295 answers. See why positive coverage alone does not control AI framing.

AUGUST 04, 2026

Featured image for Perplexity Mentions Brands Most Densely [2026 Study]

Perplexity Mentions Brands Most Densely [2026 Study]

Perplexity produces the densest brand mentions among major AI engines. Learn how mention depth changes what an AI visibility score means.

AUGUST 04, 2026

Featured image for Longer AI Answers Cite Fewer Sources [2026 Study]

Longer AI Answers Cite Fewer Sources [2026 Study]

The AI engine writing the longest answers cited the fewest sources. See how answer length and citation density differ across engines.

AUGUST 04, 2026

Featured image for B2B AI Mention Rates Range 9% to 70% by Category [2026]

B2B AI Mention Rates Range 9% to 70% by Category [2026]

B2B AI mention rates ranged from 9% to 70% across 11 categories. Learn why there is no reliable cross-industry visibility benchmark.

AUGUST 04, 2026

Featured image for Prompt Type Changes AI Mention Rate 17 Points [2026 Study]

Prompt Type Changes AI Mention Rate 17 Points [2026 Study]

Prompt archetype changed measured AI mention rates by up to 17 points. See how prompt mix can distort benchmarking and reporting.

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