SeekhoSeekho
Edtech · Creative intelligence

Thousands of competitor ads, analyzed before the team wakes up.

Before we produce anything for Seekho, we know what's working. Every competitor ad across hundreds of categories is scraped, tagged and ranked overnight — so the creative brief is evidence, not guesswork.

1,000sCompetitor videos analyzed nightly
100sCategories tracked, hands-off
50%Lower cost than an in-house build
The challenge

Competitive research that couldn't scale by hand.

Seekho operates across hundreds of content categories, and every category is crowded with competitors. Keeping track of what's working — which ads, which hooks, which formats — meant watching competitor creative by hand. It was slow, and at that breadth, insights kept slipping through.

Building that intelligence in-house wasn't simple either. Analyzing thousands of videos a day takes serious CPU and heavy parallel processing — expensive to stand up and harder still to keep running reliably.

How we work with them

The research layer under the creative.

We run competitor intelligence for Seekho the same way we run production — as a service that just arrives. They wake up to a ranked, tagged library of everything the market shipped yesterday.

1
We scrape the category, nightly
Competitor ads are pulled from the Facebook Ad Library across every one of Seekho's categories — automatically, at scale, every night.
2
Every ad tagged on what matters
Each ad is tagged on the signals that drive performance — format and hook, the problem and solution it pitches, social proof, the full script, length and more — then ranked by impressions so the winners rise.
3
Delivered where the team already works
The structured library lands in Google Sheets and in Claude, so the whole picture is browsable and queryable in plain language — no dashboard to learn.
The impact

Insight ready before the day starts.

Thousands of competitor videos across every category are analyzed overnight — before the team even wakes up. Instead of hunting for creative, the team browses a ranked, tagged library, asks for the best-performing ads in a category, and briefs straight off the evidence.

The time saved runs to thousands of hours across categories. And because everything runs as batch processing, token and scraping costs come in about 50% lower than an equivalent in-house build — without the CPU and parallelization headaches.

What we run for Seekho
Competitor ad scrapingBatch video analysisAuto-tagging & rankingClaude accessGoogle Sheets sync

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