Discolike similar-companies API (lookalikes), independently benchmarked
Discolike's similar-companies — or "lookalike" — API finds companies that resemble a seed account using domain lookalike discovery over BizData company profiles. Here is how it actually scored on the independent Openbenchmarks lookalike benchmark, and the Discolike alternatives.
How Discolike scored
Same B2B seed companies as every other vendor; an LLM judge scores each returned company for relevance. See the full methodology and matrix →
| Metric | Discolike | Standing |
|---|---|---|
| Precision@10 (top-of-list quality) | 43.0% | #6 of 7 |
| Precision@25 | 41.5% | #6 of 6 |
| Precision@100 (long-list quality, headline) | 35.2% | #5 of 5 |
| Relevant companies returned | 1,654 | #5 of 7 |
How Discolike finds similar companies
Discolike surfaces lookalikes via domain lookalike discovery over BizData company profiles. On this benchmark every vendor receives the same compact input (company name + domain + a one-line description), which matches how an AI agent would query it.
Using Discolike from an agent
How an agent runs a lookalike / company search on Discolike — the access model (does the agent get in on its own, or does a human?), the exact call, and the credits.
api.discolike.com/v1/mcphuman loginDiscolike alternatives, benchmarked head-to-head
Every alternative below is scored on the same seeds with the same judge — so you can compare relevance directly instead of trusting vendor claims.
| Alternative | How it works | Precision@100 | |
|---|---|---|---|
| Ocean.io | AI-driven lookalike search across a global company graph | 56.5% | compare → |
| Exa | neural company search using a seed name and description | 52.4% | compare → |
| Parallel | agentic web research with natural-language lookalike prompts | 67.5% | compare → |
| PredictLeads | similar companies via shared tech / news / jobs co-signals | — | compare → |
| Extruct | domain-based similar-company ranking from a company index | 61.2% | compare → |
| CUFinder | company lookalike finder using a name, domain, or LinkedIn URL | — | compare → |
Discolike scores 35.2% Precision@100 on the current cohort. See all vendors on the full benchmark → · What is a company lookalike API? →