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Niche research

Niche Cliché Explorer

See what’s already saturating a niche — the most common words and phrases across its top-selling shirts — so you can avoid the obvious and find a fresh angle.

Most common words & phrases across the top 30 listings in crossfit shirt — these are the saturated angles. A fresh design usually means avoiding the biggest ones.

gym8workout7under armour4armour4under4gym workout3gymreapers3weightlifting2sleeveless2ann arbor2gradual2running2neleus2muscle2arbor2tank2fit2cat2ann2

Want the gaps instead of the clichés? Tee Verdict’s Design Ideas generator proposes fresh angles for any niche.

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Keywords for t-shirts, pulled from what already sells

The words above aren't guesses — they're the recurring vocabulary of each niche's top-selling shirts. That makes this keyword research run backwards: instead of brainstorming terms and hoping they have demand, you start from listings that are already selling and read the language they share. The same list works in two directions — the frequent words are your keyword pool for titles and tags, and the most-repeated full phrases are your saturation warning.

Using it as an Etsy keyword tool

Etsy gives you 13 tags of 20 characters — don't spend them on single words. Combine a niche's frequent words into multi-word tags a shopper would actually type, and reserve a few tags for a frequent word paired with a fresher modifier the top sellers haven't used yet. That's the gap this tool is built to expose: language with proven demand, minus the phrases already buried under a hundred identical listings.

Keyword questions, answered

How do I find keywords for t-shirts?

Start from what already sells. Pick a niche above and read the most common words and phrases across its top-selling shirts — that's the vocabulary shoppers actually search and buy. Then pair the frequent single words with fresher modifiers to find phrases that keep the demand without the crowd.

Can I use these as Etsy tags?

Yes — combine frequent words into multi-word tags (Etsy allows 13 tags of up to 20 characters each). Skip the most saturated full phrases: they're the ones every competing listing already uses, so they're the hardest to rank for.

Where does this data come from?

From the top-selling shirts in each niche, via a licensed third-party market-data provider — the same live market data behind Tee Verdict's sellability score. No store is scraped directly.