Mapping the videos AI models cite in your space
YouTube Insights discovers every YouTube video cited across your tracked prompt responses, enriches each one with channel and performance data, and presents the full set as a sortable table with three summary tiles for Duration, Views and Video Age.
Why video citations belong in your AI visibility strategy
AI models increasingly use video transcripts and metadata as grounding for their answers, especially Perplexity and Gemini. YouTube also feeds future training datasets. Knowing which kinds of videos get cited in your space (long explainers vs. short demos, big channels vs. niche ones, recent uploads vs. evergreen classics) tells you where to spend video production effort, which channels to partner with, and which existing videos deserve outreach.
How videos are discovered, enriched and ranked
The first time you open the page for a report, ALLMO automatically scans your visibility responses and pulls every YouTube URL the models cited.
Each video is enriched with title, channel, publish date, duration, views, likes, comments, subscriber count, citation count and company mention count.
Videos are sorted by Citation Count (most influential first) by default. Every column is sortable.
The three tiles at the top show averages and min/max ranges with mini histograms, so you can spot patterns (e.g. "AI models in our space cite mostly 8 to 12 minute videos from mid sized channels").
Detected After shows the lag between when a video was published and when ALLMO first saw it cited, useful to understand how quickly models pick up new content.
Reading the dashboard like a video strategist
Open Recommendations › YouTube Insights for the report.
If the table is empty, hit Update to trigger a scan.
Read the three tiles first to get a feel for the shape of cited videos in your category.
Sort the table by Citations to find the most influential videos, then by Company Mentions to see whether your brand appears in any of them.
Turning video patterns into a content plan
Patterns in the tiles: use the average duration, view count and age as a brief for your own video production. If 10 minute videos with 50k+ views from 2 year old uploads dominate citations, a 45 second short probably will not get cited.
High citation videos that mention you: reach out to the creator, share the data, and explore collaboration. They are already feeding your visibility for free.
High citation videos that ignore you: comment with substance, suggest an updated or follow up video, or pitch the creator with a story angle.
Channels that show up repeatedly: these are the "authority nodes" in your category. Shortlist them for collaboration.
Recent videos with high citation counts: models are picking them up fast. Study their structure: titles, chapter markers, transcript clarity, descriptions.