Before you build a full lookalike audience, you need to explore. “Who looks like my best 5 customers?” is a question you want answered in seconds, not minutes — and you want to see the results, not just trust a black box.Scout Lookalikes is the fast, transparent version of lookalike discovery. Give it a few company websites and it immediately returns the 25 most similar companies with full visibility into the scoring.
Provide one or more company websites. The system instantly looks up pre-computed similarity data for each seed and returns a ranked list showing:
Which companies are most similar — ranked by confidence score
How many of your seeds each result matches — a company similar to 4 of your 5 seeds is a stronger signal than one similar to just 1
Which seed it’s most similar to — so you can understand why it appeared
Show What's happening under the hood
Each company in Landbase’s dataset has a pre-computed list of its most similar companies, with pairwise similarity scores. When you provide multiple seeds, the system retrieves all their similarity lists and aggregates using Root Sum Square scoring — a company moderately similar to many seeds scores higher than one very similar to just one. Results are returned in under 100 milliseconds.
