benchmarks/company enrichment/clearbit alternatives
company enrichment · alternatives

Clearbit alternatives, measured

Eight APIs—People Data Labs, Apollo, Parallel, Predict Leads, Explorium, CompanyEnrich, ZoomInfo, and Exa—receive the same company domain and enrich it by API calls from their official docs.

Clearbit's standalone enrichment API is a sunset product after the HubSpot acquisition — new API keys are no longer issued. If you used Clearbit as a self-serve company enrichment API, you need a replacement.

Most “Clearbit alternatives” lists are affiliate content. This one is measured: the same 282 human-reviewed companies, judged field by field against Ground Truth — with cost at public self-serve rates.

Which company enrichment API is best?

There isn't one best enrichment API. The right choice depends on what happens next: filling CRM records, avoiding bad overwrites, matching a prospect list, returning complete company profiles, or powering a latency-sensitive product flow. Choose the job below; each recommendation is based on the metric that matters for it.

Which provider wins depends on the use case — CRM writeback, prospecting and matching, complete company profiles, or real-time product flows. The workflows below are ranked separately for each.

WorkflowRecommended APIMeasured evidence
Best API for keeping CRM records currentPeople Data Labs89.0% enrichment success rate
Best API for safe CRM writebackApollo92.6% field accuracy
Best API for the most complete company dataParallel94.7% field coverage
Best API for matching a company listPredict Leads100.0% company match rate
Best API for real-time product or agent enrichmentPeople Data Labs274 ms median latency

Compare every measured company enrichment API.

This is the overall provider table from the current 282-company benchmark: resolution, enrichment success, field accuracy, coverage, latency, cost, and the exact endpoint tested. Read the complete benchmark methodology for cohort design, Ground Truth, field judging, pricing assumptions, and public evidence.

benchmarks/firmographic/company-firmographic-enrichment-web-research-v2-293full cohort
Company enrichment provider comparison across measured dimensions
ProviderOfficial docsResolutionEnrichment success rateField accuracyField coverageMedian latencyEst. costEndpoint & configuration
ApolloApollo official docs 96.8%273/282 domains88.6%92.6%93.0%654 ms$10.88$0.0196 / creditPOST /api/v1/mixed_companies/search → GET /api/v1/organizations/{id}page=1; per_page=1
CompanyEnrichCompanyEnrich official docs 98.6%278/282 domains69.7%72.5%93.7%309 ms$2.76$0.0098 / creditGET /companies/enrichdomain={company domain}
ExaExa official docs 100.0%282/282 domains60.4%76.2%77.1%8,143 ms$4.23$0.015 / deep-reasoning requestPOST /searchtype=deep-reasoning; category=company; numResults=10; highlights + structured output
ExploriumExplorium official docs 95.0%268/282 domains70.5%87.6%76.0%616 ms$22.00$0.04 / creditPOST /v1/businesses/match → POST /v1/businessesmode=full; page=1; page_size=10; size=10
ParallelParallel official docs 99.7%281/282 domains86.0%89.4%94.7%21,317 ms$14.10$0.050 / Responses request (medium reasoning)POST /v1/responsesmodel=parallel; reasoning.effort=medium; JSON schema output
People Data LabsPeople Data Labs official docs 98.2%277/282 domains89.0%91.2%94.3%274 ms$27.70$0.10 / matchGET /v5/company/enrichwebsite={company domain}
Predict LeadsPredict Leads official docs 100.0%282/282 domains80.6%86.5%87.9%556 ms$40.00$0.04 / API credit · 100 free; $40 monthly minimumGET /api/v3/extended_companies/{domain}1 company domain per request; follows API redirect target when returned
ZoomInfoZoomInfo official docs 94.7%267/282 domains63.9%70.4%88.7%1,132 ms$93.45$0.35 / new company recordgtm companies enrich--domain {company domain} --fields name website domainList city state country primaryIndustry industries employeeCount employeeRange foundedYear socialMediaUrls

Compare provider results field by field.

This is the main benchmark's per-field table for HQ location, industry, employee band, founded year, and LinkedIn URL. Each value is correct-field yield among companies carrying a reviewed reference for that attribute, so denominators differ by column.

benchmarks/firmographic/by-attributeall fields
Correct values per attribute, as a share of the companies carrying a verified reference for that attribute
ProviderOfficial docsHQ locationIndustryEmployee bandFounded yearLinkedIn URL
ApolloApollo official docs 87.3%240/27595.4%269/28278.2%219/28091.8%191/20890.8%256/282
CompanyEnrichCompanyEnrich official docs 50.9%140/27574.8%211/28247.5%133/28090.4%188/20891.1%257/282
ExaExa official docs 82.9%228/27596.1%271/28233.2%93/28097.6%203/2085.3%15/282
ExploriumExplorium official docs 73.5%202/27584.8%239/28288.9%249/2800.0%0/20886.5%244/282
ParallelParallel official docs 90.9%250/27592.9%262/28280.7%226/28076.4%159/20886.2%243/282
People Data LabsPeople Data Labs official docs 90.2%248/27594.0%265/28286.4%242/28093.8%195/20884.0%237/282
Predict LeadsPredict Leads official docs 68.4%188/27588.3%249/28278.2%219/28089.9%187/20884.8%239/282
ZoomInfoZoomInfo official docs 73.1%201/27574.5%210/28247.9%134/28061.4%129/21062.4%176/282

Eight Clearbit alternatives on measured data

Compare enrichment success rate, field accuracy, latency, and cost. Cost is estimated at each provider's public entry self-serve rate for the full 282-company cohort:

ProviderEnrichment success rateField accuracyMedian latencyEst. cost (cohort)
People Data Labs89.0%91.2%274 ms$27.70
Apollo88.6%92.6%654 ms$10.88
Parallel86.0%89.4%21,317 ms$14.10
Predict Leads80.6%86.5%556 ms$40.00
Explorium70.5%87.6%616 ms$22.00
CompanyEnrich69.7%72.5%309 ms$2.76
ZoomInfo63.9%70.4%1,132 ms$93.45
Exa60.4%76.2%8,143 ms$4.23

Scope note: this measures company-level firmographic enrichment (five scored fields from a domain). If your Clearbit usage was contact/person enrichment or reveal-style visitor identification, those workloads are not measured here — treat vendor accuracy claims on them accordingly. Full methodology and per-company evidence →

Clearbit alternatives — common questions

What happened to Clearbit?

HubSpot acquired Clearbit. The standalone enrichment API developers built against is a sunset product: new API keys are no longer issued. Teams that used Clearbit as a self-serve enrichment API need a replacement.

What is the best Clearbit alternative?

Depends on your constraint, so here are the measured answers on 282 human-reviewed companies: most correct data end to end — People Data Labs (89.0% correct field yield); fewest wrong values among returned fields — Apollo (92.6%); cheapest at public self-serve rates — CompanyEnrich ($2.76 for the cohort); fastest — People Data Labs (274 ms median). All eight alternatives are measured on identical inputs below.

Is there a cheap Clearbit alternative?

At entry self-serve rates, CompanyEnrich was cheapest for this cohort ($2.76 total). Each provider's per-unit rate and pricing page are listed in the benchmark's cost methodology. Weigh cost against measured yield — cheap wrong data is expensive.

How were these alternatives measured?

Every provider received the same 282 human-reviewed company domains (including subsidiaries and recent rebrands — the hard cases). GPT-5.6-terra judged HQ, industry, founded year, and LinkedIn URL; GPT-5.6-sol at medium reasoning judged employee band with the dedicated numeric policy. No vendor pays for inclusion or rank; all inputs, outputs, and judgments are public and reproducible.