AI SEARCH & LOOKALIKES

Find leads by meaning,
not just filters.

Describe your perfect customer in plain language — or point at your ten best accounts — and Bunlead’s AI search finds companies that match on what they do, not just their SIC code.

No credit card · 50 free credits · Works with your CRM
app.bunlead.com / ai-search
“B2B fintechs that just hired a first sales leader”
Search
MercurySimilarity 96 · hired VP Sales 12d agoHot
RampSimilarity 93 · sales team +18% QoQWarm
+ 47 more matchesscored against your ICPRanked
Search like you think

"Companies like Stripe but in logistics." "Agencies that run outbound for SaaS clients." Plain-language queries return ranked, explainable matches.

Lookalikes from your winners

Point at your best customers and get 50 scored lookalikes each — matched on firmographics, tech stack, hiring patterns, and signal behavior.

Explainable scores

Every match shows why it matched: the shared traits, the signals, the similarity score. No black-box lists your reps won’t trust.

HOW IT WORKS

From ten good accounts to five hundred more.

01
Seed it

Type a description, pick companies from your CRM, or both. The engine builds a vector profile of what "good" looks like.

02
The graph is scored

All 14M companies are compared against your profile — semantics, firmographics, tech, and live signals all factor in.

03
Review and route

Ranked matches land in a list with explanations. Push the best to your CRM or straight into a pipeline that watches them for buying signals.

FAQ

Common questions, answered.

How is AI search different from regular filters?

Filters match exact fields — industry codes, headcount bands. AI search matches meaning: what a company actually does, how it sells, and how it behaves. It finds the logistics-SaaS hybrid your industry filter would have missed.

What makes a good lookalike seed?

Five to twenty accounts that share a real pattern — your fastest-closing deals, highest-retention customers, or best-fit segment. The engine tells you which traits it locked onto so you can adjust.

Can I combine AI search with regular filters?

Yes. Run a semantic query, then narrow with any of the 80+ structured filters — geography, headcount, funding stage — and save it as a living search that alerts you when new companies start matching.

Is there a Lookalike API?

Yes. The Lookalike API returns scored similar companies for any domain you pass it — ideal for scoring inbound leads or expanding target account lists programmatically.

Explore moreContacts database Signals Pipeline Lookalike API

Stop chasing.
Start sourcing.

14-day free trial. No credit card. Set it up in under five minutes.