# Enrich a person from their email address: provider benchmark 3 providers ranked for people.enrich.by-email on 2,484 real looot calls in the last 30 days. Findymail has the highest success rate, 100%. QuickEnrich costs least per success, $0.01153. ## Summary - Providers in the catalog for this job: 9 - Ranked providers (20 or more calls): 3 - Calls in the last 30 days: 2,484 - Read on 2026-11-10. ## Enrich a person from their email address: 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 | [Findymail](https://looot.ai/public-catalog/providers/findymail) | 100% | 448 ms | $0.0198 per call | $0.0198 | 810 | | 2 | [QuickEnrich](https://looot.ai/public-catalog/providers/quickenrich) | 41.8% | 514 ms | $0.00483 per call | $0.01153 | 148 | | 3 | [AI Ark](https://looot.ai/public-catalog/providers/ai-ark) | 6.3% | 120 ms | $0.00539 per call | $0.08481 | 1,526 | | Not enough calls to rank | [CompanyEnrich](https://looot.ai/public-catalog/providers/companyenrich) | Not published | Not published | $0.049 per call | Not ranked | Under 10 | | Not enough calls to rank | [Enrichlayer](https://looot.ai/public-catalog/providers/enrichlayer) | Not published | Not published | $0.1056 per call | Not ranked | Under 10 | | Not enough calls to rank | [Icypeas](https://looot.ai/public-catalog/providers/icypeas) | Not published | Not published | $0.19 per result | Not ranked | Under 10 | | Not enough calls to rank | [LeadMagic](https://looot.ai/public-catalog/providers/leadmagic) | Not published | Not published | $0.198 per call | Not ranked | Under 10 | | Not enough calls to rank | [Limadata](https://looot.ai/public-catalog/providers/limadata) | Not published | Not published | $0.10 per call | Not ranked | Under 10 | | Not enough calls to rank | [Tomba](https://looot.ai/public-catalog/providers/tomba) | Not published | Not published | $0.0089 per call | Not ranked | Under 10 | ## Every endpoint for people.enrich.by-email 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) | |---|---|---|---|---|---| | [AI Ark / Find the person behind an email](https://looot.ai/public-catalog/ai-ark-people-reverse-lookup) | AI Ark | 6.3% | 120 ms | $0.00539 per call | 1,526 | | [Findymail API documentation / Reverse email lookup](https://looot.ai/public-catalog/findymail-api-search-reverse-email) | Findymail | 100% | 448 ms | $0.0198 per call | 810 | | [QuickEnrich / Look up a person from their email](https://looot.ai/public-catalog/quickenrich-api-employees-email-search) | QuickEnrich | 41.8% | 514 ms | $0.00483 per call | 148 | | [CompanyEnrich / Lookup person](https://looot.ai/public-catalog/companyenrich-people-lookup) | CompanyEnrich | Not published | Not published | $0.049 per call | Under 10 | | [Enrich Layer API / /api/v2/profile/resolve/email](https://looot.ai/public-catalog/enrichlayer-api-profile-resolve-email) | Enrichlayer | Not published | Not published | $0.1056 per call | Under 10 | | [Icypeas / Find the LinkedIn profile behind an email](https://looot.ai/public-catalog/icypeas-reverse-email-lookup) | Icypeas | Not published | Not published | $0.19 per result | Under 10 | | [Icypeas / Find LinkedIn profiles behind 2 to 50 emails](https://looot.ai/public-catalog/icypeas-reverse-email-lookups) | Icypeas | Not published | Not published | $0.19 per result | Under 10 | | [LeadMagic / Find the profile behind an email](https://looot.ai/public-catalog/leadmagic-people-b2b-profile) | LeadMagic | Not published | Not published | $0.198 per call | Under 10 | | [Limadata / Find social profiles from an email](https://looot.ai/public-catalog/limadata-api-find-reverse-email-lookup) | Limadata | Not published | Not published | $0.10 per call | Under 10 | | [Tomba / Enrich an email address](https://looot.ai/public-catalog/tomba-email-enrichment) | Tomba | Not published | Not published | $0.0089 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/?stats=1 for each endpoint, and the public catalog for prices and jobs. ## Run people.enrich.by-email from your agent Connect the looot MCP server (https://api.looot.ai/mcp), then paste this prompt: Use looot to run endpointId "job:people.enrich.by-email" 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 people matching a filter](https://looot.ai/benchmarks/people-search) - [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) ## Questions ### Which people.enrich.by-email provider has the highest success rate? Findymail: 100% of 810 calls answered without an error in the last 30 days, measured on looot. ### Which people.enrich.by-email provider is fastest? AI Ark, with a median response time of 120 ms over 1,526 calls in the last 30 days. ### Which people.enrich.by-email provider is cheapest per success? QuickEnrich: $0.00483 per call at a 41.8% success rate is $0.01153 per successful call. ### How do I run people.enrich.by-email from my agent? Connect the looot MCP server and run endpointId "job:people.enrich.by-email" 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.