Enrichment

AI Ark on looot

AI Ark gives your agent 10 jobs through looot: find people matching a filter, find a phone number for a person, enrich a person from their email address and 7 more jobs. 12 endpoints run today, some of them free.

For humansFor agents

Category: Enrichment
Access: Runs on looot's platform key: you do not need your own AI Ark account
Price: some of them free
Jobs: 10 jobs, 12 endpoints

Choose AI Ark when

You want the best run record to find companies matching a filter: 100% of 246 runs without an error, median 730 ms over 30 days, the highest of 9 providers with 10+ runs.
You need to preview people: AI Ark is the only provider on looot that runs this job today.
You need to get lists: AI Ark is the only provider on looot that runs this job today.
You need to export people: AI Ark is the only provider on looot that runs this job today.
You need to analysis people: AI Ark is the only provider on looot that runs this job today.

Endpoints and jobs

Each endpoint runs through looot today. Where a job has a benchmark page, its link compares every provider on that job.

Search people by contact or company filters
people.search
$0.005391 per result
99.5% of 6,121 runs without an error, median 512 ms
Find people matching a filter benchmark
Find a mobile number by LinkedIn or name and domain
people.phone.find
$0.0539 per call
12.9% of 2,130 runs without an error, median 423 ms
Find a phone number for a person benchmark
Find the person behind an email
people.enrich.by-email
$0.005391 per call
6.4% of 1,526 runs without an error, median 120 ms
Enrich a person from their email address benchmark
Search companies by filters or lookalikes
company.search
$0.0012 per result
100% of 246 runs without an error, median 730 ms
Find companies matching a filter benchmark
Get one person with a verified email
people.email.find
$0.010781 per call
5.5% of 110 runs without an error, median 7.9 s
Find a work email from a name and domain benchmark
Preview who matches a people search
people.preview
$0.010781 per call
100% of 88 runs without an error, median 609 ms
Save a list of people or companies to exclude
lists.get
free
not enough runs to rank
Export people matching filters, with emails
people.export
$0.010781 per result
not enough runs to rank
Get one person with a verified email (older)
people.email.find
$0.010781 per call
not enough runs to rank
Find a work email from a name and domain benchmark
Find a mobile number (older)
people.phone.find
$0.0539 per call
not enough runs to rank
Find a phone number for a person benchmark
Get a person's personality profile for outreach
people.analysis
$0.0539 per call
not enough runs to rank
Find emails for a people search result
people.search.emails
$0.194041 per call
not enough runs to rank

A minimal request

For Search people by contact or company filters (ai-ark-people), $0.005391 per result. Replace each <placeholder> with your value and send a new idempotency key per run.

MCP

Call the looot MCP tool "run" with:
{
  "endpointId": "ai-ark-people",
  "input": {
    "page": "<page>",
    "size": "<size>"
  },
  "idempotencyKey": "<a new id per run>"
}

REST

curl -X POST https://api.looot.ai/v1/runs \
  -H "Authorization: Bearer $LOOOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"endpointId":"ai-ark-people","input":{"page":"<page>","size":"<size>"},"idempotencyKey":"<a new id per run>"}'

CLI

looot run ai-ark-people --input '{"page":"<page>","size":"<size>"}'

Response shape

Checked against real answers: validated on 23 real answers.

{ last, size, sort: { empty, sorted, unsorted }, empty, first, number, content: { id, link: { github, twitter, facebook, linkedin }, awards: { date, title, issuer, description }[], skills: string[], company: { id, sic: string[], link: { ... }, naics: string[], summary: { ... }, hashtags: string[], keywords: string[], location: { ... }, financial: { ... }, languages: string[], industries: string[], last_updated, technologies: { ... }[], sub_organizations: string[] }, courses: { name, number }[], patents: { date, title, issuer, inventors: { ... }[], description, patent_number, application_number }[], profile: { title, picture: { ... }, summary, headline, full_name, last_name, background: { ... }, birth_date, first_name, middle_name }, industry, location: { city, short, state, country, default, position }, projects: { date: { ... }, title, description, contributors: { ... }[] }[], languages: { primary_locale: { ... }, profile_languages: { ... }[], supported_locales: { ... }[] }, department: { functions: string[], seniority, departments: string[], sub_departments: string[] }, educations: { date: { ... }, grade, school: { ... }, degree_name, field_of_study }[], identifier, statistics: { network: { ... }, experience: { ... } }, test_scores: { date, name, score }[], last_updated, publications: { url, date, name, authors: { ... }[], publisher }[], member_badges: { hiring, creator, premium, verified, influencer, open_to_work }, organizations: { date: { ... }, name, position }[], certifications: { url, date: { ... }, name, company: { ... }, authority, display_source, license_number }[], position_groups: { date: { ... }, company: { ... }, profile_positions: { ... }[] }[], volunteer_experiences: { date: { ... }, role, cause, company: { ... }, description }[] }[], trackId, pageable: { sort: { empty, sorted, unsorted }, paged, offset, unpaged, pageSize, pageNumber }, totalPages, totalElements, numberOfElements }

How we measure

Run numbers are looot's own runs of each endpoint over the last 30 days: the share that completed without an error, and the median time to answer. An endpoint with fewer than 10 runs in that window shows "not enough runs to rank" and is never ranked. Prices are what looot charges per call or per result, fee included, read from the live catalog; you prepay credit and each call is charged when it runs.

Read 2026-11-10 23:06 UTC.

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