Yes, filters are the core of shortlisting. The useful ones are niche or keyword, follower band, audience location and age, engagement rate and an authenticity signal. Stacking a few of these turns millions of creators into a short, relevant list you can review by hand rather than scrolling endlessly.
Which filters actually help turn a huge creator pool into a workable shortlist.
A good shortlist comes from layering filters, not one clever search. Start with niche and audience location so the pool is relevant, then add an engagement floor to drop quiet accounts and an authenticity signal to drop inflated ones. What is left is small enough to judge properly. The filter people underrate is fake-follower screening, because a large following that is mostly bots wastes a slot on your shortlist. Flinque lets you filter across four platforms by niche, audience, engagement and a fake-follower score, which means the shortlist you export is already vetted. Try a live filtered search free at /find-influencers/.