Is discovery based on follower count?

No. Cyrqle surfaces real audience signal — computed engagement, posting cadence, content mix, and a creator's actual brand-collaboration history — so you can tell a high-reach, low-converting creator from a smaller one whose audience buys.

What if a creator isn't in the index yet?

You can pull them in on demand. Look up any handle or link; if they're not already indexed, one click fetches them from the network and lands you on a populated profile.

Can I keep finding fresh creators and content automatically?

Yes. Content collectors continuously surface fresh on-brand posts by hashtag, mention or keyword, at a metered, budget-controlled rate.

Discover

find the creators who actually move your category.

Search a proprietary creator index by meaning and by look — then vet on real audience signal, not a follower number.

Request a demo →All features

Search by meaning, across text and imagery

Cyrqle matches your query against a text space (what a creator is about) and an image space (what their feed looks like) at once, then fuses the results — so a search like “minimalist beige home cooks in Spain” works even when no one wrote those words.

Turn on deep search and one query fans out into the facets it implies, widening recall without losing precision. Every result shows which lens matched — text, image, or both.

How discovery works

From a vague idea to a vetted shortlist.

01
Describe
Search in plain language — a vibe, a category, a region. Deep search fans it into the facets it implies.
02
Match
Your query is matched against both a text and an image space, then fused, so meaning beats keywords.
03
Vet
Open a profile to see computed engagement, content mix and real brand-collaboration history.
04
Build
Add the right creators to a cluster and push it straight into a campaign.

Creator intelligence

Vet on real audience signal, not a follower count

Open any creator to see computed engagement, posting cadence and content mix — and, crucially, who they actually work with: a ranked graph of the brands they collaborate with again and again.

You can still filter the index, look up a handle or link, vet a whole list in bulk, and pull in anyone not yet indexed on demand — but you decide on substance, not reach.

Audience signal over follower count

Every profile shows computed engagement, posting cadence and content mix — and, crucially, who a creator actually works with: explicit paid partnerships and the brands they repeatedly tag, as a ranked collaborator graph.

Follower-count search vs audience-signal discovery
	Follower-count search	Cyrqle
Ranks by	Follower number	Audience signal + meaning
Finds	Known handles	Look-alikes by topic and visual feed
Vets on	Reach	Engagement, content mix, real collabs
Freshness	Static lists	Always-on content collectors

Why it's different

Discovery that understands your category.

Most tools search handles and hashtags. Cyrqle searches meaning, vets on real signal, and never lets the index go stale.

Meaning, not keywords

Dual-lens semantic search across text and imagery finds the right creators even when no one wrote the words.

Real audience signal

Computed engagement, content mix and a brand-collaboration graph — so you vet on substance, not reach.

Always fresh

Content collectors continuously surface new on-brand creators and posts at a metered, budget-controlled rate.

In this feature

Everything in discovery.

Semantic dual-lens search
Find creators and posts by meaning across text and imagery, with deep-search query expansion.
Index explorer
Filter a large creator index by country, sector, engagement and more, with an advanced rule builder.
Lookup & bulk vet
Resolve creators by handle, link, keyword or hashtag; vet whole lists at once.
Fetch on demand
Pull any creator not yet indexed into a populated profile with one click.
Creator intelligence
Computed engagement, content mix, classified links, and a real brand-collaboration graph.
Look-alikes
Find similar creators by what they post about or how their feed looks.
Topic & format taxonomy
Filter by content topics derived from imagery, not self-declared categories.
Content collectors
Continuously surface fresh on-brand posts at a metered, budget-controlled rate.

Text + image

dual-lens semantic search

1M+

creators in the index

Spanish-native

EU + LATAM coverage

Audience-first

vetting, not follower count

Frequently asked questions

How does Cyrqle find creators?: Cyrqle searches a proprietary creator index by meaning, not just keywords. A query is matched against both a text space (what a creator is about) and an image space (what their feed looks like), and results are fused — so you can find the right creators even when no one wrote the words you searched for.
Is discovery based on follower count?: No. Cyrqle surfaces real audience signal — computed engagement, posting cadence, content mix, and a creator's actual brand-collaboration history — so you can tell a high-reach, low-converting creator from a smaller one whose audience buys.
What if a creator isn't in the index yet?: You can pull them in on demand. Look up any handle or link; if they're not already indexed, one click fetches them from the network and lands you on a populated profile.
Can I keep finding fresh creators and content automatically?: Yes. Content collectors continuously surface fresh on-brand posts by hashtag, mention or keyword, at a metered, budget-controlled rate.

Explore the rest of the loop.

All features →

Plan

See it on your category

See a cluster preview for your category.

We'll pull a live preview of creator clusters in your vertical before the call — real signal, not slideware.

Request a demo →See the platform →