Influencer marketing teams need AI that can actually watch and analyze video content (TikTok, Reels) at scale instead of relying on text/hashtag-based social listening

Target User

Brand marketers, influencer marketing agencies, and e-commerce brand managers

Product Idea

A video intelligence tool for brand teams: input a brand/product name + competitor list, it uses vision AI to scan TikTok/Reels/YouTube Shorts and reports which creators showed the product, how prominently, what visual hooks competitors use, and sentiment from visual context. Weekly digest report.

Evidence

• “Social listening tools are blind. They can tell you if a hashtag is trending, but they can't tell you what is actually happening in the video" -”

  https://www.reddit.com/r/SideProject/comments/1s7vmc0/

• “we were 'doing social listening' but still had interns binge-watching TikToks to see if the product even showed up" -”

  https://www.reddit.com/r/SideProject/comments/1s7vmc0/

• “manual monitoring just doesn't scale, especially when you need to track visual elements that text-based tools miss" -”

  https://www.reddit.com/r/SideProject/comments/1s7vmc0/

Why this opportunity matters

This opportunity surfaced from Reddit where Brand marketers, influencer marketing agencies, and e-commerce brand managers are actively describing the problem in their own words. We classified the demand intensity as high — meaning users are not just complaining, they are openly looking for paid solutions and willing to switch tools to find one. When users self-select to post a problem on a public platform like Reddit, they are usually already trying to solve it — which makes them strong candidates for the right paid alternative.

How to validate this before you build

Before writing a single line of code, three lightweight steps will tell you whether this opportunity is worth pursuing:

1. Read the original conversation. The evidence links above lead to the exact threads where users described this problem in their own words. Read every comment — what people argue about in the replies often matters more than the original post.
2. Talk to five real users. Find five people who match the target user description above and ask how they handle this today. You are looking for two signals: a consistent workaround they hate, and a willingness to pay for something better. If both show up in three of five conversations, the demand is real.
3. Test willingness to pay before building. Put up a one-page landing site describing the proposed product, with a deposit or pre-order checkout. If even a small fraction of traffic converts to a real payment, you have validated more than most products that ship to production.