# Find people matching a filter: provider benchmark

10 providers ranked for people.search on 38,082 real looot calls in the last 30 days. Limadata has the highest success rate, 100%. QuickEnrich costs least per success, $0.

## Summary

- Providers in the catalog for this job: 20
- Ranked providers (20 or more calls): 10
- Calls in the last 30 days: 38,082
- Read on 2026-11-10.

## Find people matching a filter: provider leaderboard

Ranked by success rate, then cost per success, then speed. A provider needs 20 calls in the last 30 days to be ranked.

| Rank | Provider | Success rate | Median time | Price | Cost per success | Calls (30 days) |
|---|---|---|---|---|---|---|
| 1 | [Limadata](https://looot.ai/public-catalog/providers/limadata) | 100% | 826 ms | $0.002 per result | Depends on results | 285 |
| 2 | [Icypeas](https://looot.ai/public-catalog/providers/icypeas) | 99.9% | 495 ms | $0.00038 per result | Depends on results | 20,645 |
| 3 | [AI Ark](https://looot.ai/public-catalog/providers/ai-ark) | 99.5% | 512 ms | $0.00539 per result | Depends on results | 6,121 |
| 4 | [QuickEnrich](https://looot.ai/public-catalog/providers/quickenrich) | 99.3% | 243 ms | $0 per call | $0 | 4,863 |
| 5 | [LeadMagic](https://looot.ai/public-catalog/providers/leadmagic) | 98.9% | 1.9 s | $0.0396 per call | $0.04002 | 2,073 |
| 6 | [FullEnrich](https://looot.ai/public-catalog/providers/fullenrich) | 97.8% | 174 ms | $0.016 per result | Depends on results | 1,125 |
| 7 | [Dropleads](https://looot.ai/public-catalog/providers/dropleads) | 97.2% | 5.4 s | $0 per call | $0 | 1,127 |
| 8 | [Findymail](https://looot.ai/public-catalog/providers/findymail) | 68.4% | 12.7 s | $0.0198 per result | Depends on results | 38 |
| 9 | [Prospeo](https://looot.ai/public-catalog/providers/prospeo) | 54.4% | 312 ms | $0.039 per call | $0.07167 | 215 |
| 10 | [Aviato](https://looot.ai/public-catalog/providers/aviato) | 2.8% | 240 ms | $0.06 per call | $2.136 | 178 |
| Not enough calls to rank | [CompanyEnrich](https://looot.ai/public-catalog/providers/companyenrich) | Not published | Not published | $0.0196 per call | Not ranked | Under 10 |
| Not enough calls to rank | [ContactOut](https://looot.ai/public-catalog/providers/contactout) | Not published | Not published | $0.02 per result | Not ranked | Under 10 |
| Not enough calls to rank | [Crustdata](https://looot.ai/public-catalog/providers/crustdata) | Not published | Not published | $0.009 per result | Not ranked | Under 10 |
| Not enough calls to rank | [Datagma](https://looot.ai/public-catalog/providers/datagma) | Not published | Not published | $0.1633 per call | Not ranked | Under 10 |
| Not enough calls to rank | [Enrichlayer](https://looot.ai/public-catalog/providers/enrichlayer) | Not published | Not published | $0.0792 per result | Not ranked | Under 10 |
| Not enough calls to rank | [GetProspect](https://looot.ai/public-catalog/providers/getprospect) | Not published | Not published | $0 per call | Not ranked | Under 10 |
| Not enough calls to rank | [Lusha](https://looot.ai/public-catalog/providers/lusha) | Not published | Not published | $0.005 per result | Not ranked | Under 10 |
| Not enough calls to rank | [MoltSets](https://looot.ai/public-catalog/providers/moltsets) | Not published | Not published | $0 per call | Not ranked | Under 10 |
| Not enough calls to rank | [People Data Labs](https://looot.ai/public-catalog/providers/people-data-labs) | Not published | Not published | $0.28 per result | Not ranked | Under 10 |
| Not enough calls to rank | [RocketReach](https://looot.ai/public-catalog/providers/rocketreach) | Not published | Not published | $0 per call | Not ranked | Under 10 |

## Every endpoint for people.search

Each endpoint in the public catalog that does this job, with its own numbers. Numbers appear from 10 calls in the last 30 days.

| Endpoint | Provider | Success rate | Median time | Price | Calls (30 days) |
|---|---|---|---|---|---|
| [Icypeas / Search the people database](https://looot.ai/public-catalog/icypeas-find-people) | Icypeas | 99.9% | 495 ms | $0.00038 per result | 20,645 |
| [AI Ark / Search people by contact or company filters](https://looot.ai/public-catalog/ai-ark-people) | AI Ark | 99.5% | 512 ms | $0.00539 per result | 6,121 |
| [QuickEnrich / Search contacts by filters (masked)](https://looot.ai/public-catalog/quickenrich-api-employees-contact-finder) | QuickEnrich | 99.3% | 243 ms | $0 per call | 4,863 |
| [LeadMagic / Find the person in a role at a company](https://looot.ai/public-catalog/leadmagic-people-role-finder) | LeadMagic | 98.9% | 1.9 s | $0.0396 per call | 2,073 |
| [LeadMagic / List a company's employees](https://looot.ai/public-catalog/leadmagic-people-employee-finder) | LeadMagic | 98.0% | 1.2 s | $0.00099 per result | 1,287 |
| [Dropleads / Search people (masked)](https://looot.ai/public-catalog/dropleads-people-search) | Dropleads | 97.2% | 5.4 s | $0 per call | 1,127 |
| [FullEnrich / Search people by filters](https://looot.ai/public-catalog/fullenrich-api-people-search) | FullEnrich | 97.8% | 174 ms | $0.016 per result | 1,125 |
| [Limadata / Find a company's employees](https://looot.ai/public-catalog/limadata-api-database-search-people-employees) | Limadata | 100% | 826 ms | $0.002 per result | 285 |
| [Prospeo / Search people by filters](https://looot.ai/public-catalog/prospeo-search-person) | Prospeo | 54.4% | 312 ms | $0.039 per call | 215 |
| [Aviato / Search people with simple filters](https://looot.ai/public-catalog/aviato-person-simple-search) | Aviato | 2.8% | 240 ms | $0.06 per call | 178 |
| [Aviato / List a company's employees](https://looot.ai/public-catalog/aviato-company-employees) | Aviato | 0.9% | 268 ms | $0.05 per call | 106 |
| [Findymail API documentation / Find employees](https://looot.ai/public-catalog/findymail-api-search-employees) | Findymail | 68.4% | 12.7 s | $0.0198 per result | 38 |
| [Findymail API documentation / Find from domain](https://looot.ai/public-catalog/findymail-api-search-domain) | Findymail | 78.9% | 3.6 s | $0.0198 per result | 19 |
| [Aviato / Search people with the Aviato query language](https://looot.ai/public-catalog/aviato-person-search) | Aviato | Not published | Not published | $0.06 per call | Under 10 |
| [CompanyEnrich / Get by ID](https://looot.ai/public-catalog/companyenrich-people) | CompanyEnrich | Not published | Not published | $0.0196 per call | Under 10 |
| [CompanyEnrich / Search](https://looot.ai/public-catalog/companyenrich-people-search) | CompanyEnrich | Not published | Not published | $0.0196 per result | Under 10 |
| [CompanyEnrich / Scroll](https://looot.ai/public-catalog/companyenrich-people-search-scroll) | CompanyEnrich | Not published | Not published | $0.0196 per result | Under 10 |
| [ContactOut / Search people (no contact details)](https://looot.ai/public-catalog/contactout-people-search) | ContactOut | Not published | Not published | $0.02 per result | Under 10 |
| [Crustdata API / Search people using filters and sorting](https://looot.ai/public-catalog/crustdata-person-search) | Crustdata | Not published | Not published | $0.009 per result | Under 10 |
| [Datagma / Find people at a company](https://looot.ai/public-catalog/datagma-find-people) | Datagma | Not published | Not published | $0.1633 per call | Under 10 |
| [Enrich Layer API / /api/v2/company/employees/](https://looot.ai/public-catalog/enrichlayer-api-company-employees) | Enrichlayer | Not published | Not published | $0.0792 per result | Under 10 |
| [Enrich Layer API / /api/v2/search/person](https://looot.ai/public-catalog/enrichlayer-api-search-person) | Enrichlayer | Not published | Not published | $0.0792 per result | Under 10 |
| [GetProspect API / Get a Person](https://looot.ai/public-catalog/getprospect-people) | GetProspect | Not published | Not published | $0 per call | Under 10 |
| [GetProspect API / People Search](https://looot.ai/public-catalog/getprospect-people-search) | GetProspect | Not published | Not published | $0 per call | Under 10 |
| [Limadata / Search people in Limadata's database](https://looot.ai/public-catalog/limadata-api-database-search-people) | Limadata | Not published | Not published | $0.002 per result | Under 10 |
| [Lusha / Search people by title, seniority and company](https://looot.ai/public-catalog/lusha-contacts-prospecting) | Lusha | Not published | Not published | $0.005 per result | Under 10 |
| [MoltSets API / Search for people](https://looot.ai/public-catalog/moltsets-search-people) | MoltSets | Not published | Not published | $0 per call | Under 10 |
| [People Data Labs / Search people with SQL or a query](https://looot.ai/public-catalog/people-data-labs-person-search-get) | People Data Labs | Not published | Not published | $0.28 per result | Under 10 |
| [People Data Labs / Search people (POST)](https://looot.ai/public-catalog/people-data-labs-person-search-post) | People Data Labs | Not published | Not published | $0.28 per result | Under 10 |
| [merged from docs fragments / People Search API](https://looot.ai/public-catalog/rocketreach-person-search) | RocketReach | Not published | Not published | $0 per call | Under 10 |

## How we measure

- Window: every call made through looot in the last 30 days, read 2026-11-10 23:17 UTC.
- Success rate: the share of calls the provider answered without an error. An empty answer (for example no email found) counts as an answer. It does not check that the data is right. Calls that failed on looot's side are left out.
- Median time: half of the calls answered faster than this, as looot measured them. A 95th percentile is not published yet.
- Minimum calls: an endpoint shows numbers from 10 calls, and a provider is ranked from 20 calls. Rows below that say "Not enough calls to rank".
- One row per provider: the provider's endpoint with the most calls for the job. Every endpoint is listed in the endpoints table.
- Price: what looot charges per call or per result, in US dollars, from a prepaid balance. No subscription and no credits.
- Cost per success: the price per call divided by the success rate. A per-result price depends on how many results a call returns, so it has no cost per success.
- Source: GET https://api.looot.ai/v1/public-catalog/<endpoint>?stats=1 for each endpoint, and the public catalog for prices and jobs.

## Run people.search from your agent

Connect the looot MCP server (https://api.looot.ai/mcp), then paste this prompt:

Use looot to run endpointId "job:people.search" with fallback on for my input. Show me the price before the call, then the result.

## Related benchmarks

- [Find a work email from a name and domain](https://looot.ai/benchmarks/people-email-find)
- [Verify an email address is deliverable](https://looot.ai/benchmarks/people-email-verify)
- [Find a phone number for a person](https://looot.ai/benchmarks/people-phone-find)
- [Find all contacts and email addresses at a company domain](https://looot.ai/benchmarks/people-domain-search)
- [Enrich a company from its domain or name](https://looot.ai/benchmarks/company-enrich)
- [Count company search](https://looot.ai/benchmarks/company-search-count)

## Questions

### Which people.search provider has the highest success rate?

Limadata: 100% of 285 calls answered without an error in the last 30 days, measured on looot.

### Which people.search provider is fastest?

FullEnrich, with a median response time of 174 ms over 1,125 calls in the last 30 days.

### Which people.search provider is cheapest per success?

QuickEnrich: $0 per call at a 99.3% success rate is $0 per successful call.

### How do I run people.search from my agent?

Connect the looot MCP server and run endpointId "job:people.search" with fallback on. looot picks a provider that can answer now and tries the next one on a miss. You pay per call from a prepaid balance.