One of veridive's core ideas: the best source isn't the most popular one — it's the one that actually answers your question. A 500-view explainer from a real expert can be far more useful than a 5-million-view clip that never gets to the point.
Answer quality over view count
Ordinary YouTube search leans heavily on popularity and the recommendation algorithm. veridive deliberately doesn't. When it weighs which sources to trust for your question, it looks at:
- Does the source actually contain the answer? veridive reads transcripts, so it knows whether a video addresses your question — not just whether the title matches.
- How authoritative is the speaker on this topic? A working chef on cooking, a practicing economist on markets, a hands-on reviewer on a product they tested.
View count, recency and channel size are not what decides the ranking. That's how veridive surfaces the genuinely useful moment that popularity would have buried.
In practice: this is why DeepQuery often cites a creator you've never heard of. If the transcript proves they answered your question with real authority, they earn the citation.