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TheirStack / Search companies by firmographics and tech

TheirStack tool theirstack-companies-search on looot: input fields, $0.0981 per result, output shape, and code to run it with curl, JavaScript or Python.

Searches companies by firmographics (industry, country, employee count, revenue), funding, technology stack and hiring signals. Returns the matching companies with the jobs and technologies that matched your filters. Send limit (1 to 25) with page or offset. 3 TheirStack credits per company returned.

Inputs

Name Type Required Description
blur_company_data boolean no Enable preview mode to return blurred data without consuming credits in the TheirStack app. Through the API it works by default only on paid workspaces created before August 11, 2026; on any other workspace, including free ones, it is available only upon request; contact support@theirstack.com to request access. When enabled, sensitive company fields (name, domain, URLs, descriptions) and job-specific fields (description, URLs) are blurred. Not available when filtering by company identifiers…
company_country_code_not array no Return companies whose HQ country code is not any of the ones passed here, case sensitive. Pass ISO2 country codes.
company_country_code_not_or_null array no Return companies whose HQ country code is not any of the ones passed here, case sensitive. Companies whose country we don’t know are returned as well. Pass ISO2 country codes.
company_country_code_or array no Return companies whose HQ country code is any of the ones passed here, case sensitive. Pass ISO2 country codes.
company_description_pattern_accent_insensitive string no Set to True to make company description searches accent insensitive. For example, “á” will match “a” as well.
company_description_pattern_not array no Case-insensitive patterns to match in the company description. Will return companies that match any of the patterns.
company_description_pattern_or array no Case-insensitive patterns to match in the company description. Will return companies that match any of the patterns.
company_domain_not array no Only return companies that don’t match these domains exactly. It accepts full urls (https://www.google.com/) and emails (john.polo@gmail.com).
company_domain_or array no Only return companies that match these domains exactly. It accepts full urls (https://www.google.com/) and emails (john.polo@gmail.com). This filter acts as an OR filter, so if you pass more than one company domain, it will return companies that match any of the domains.
company_id_not array no Exclude companies that match these IDs. This filter acts as a NOT filter, so if you pass more than one company ID, it will exclude companies that match any of the IDs.
company_id_or array no Only return companies that match these IDs exactly. This filter acts as an OR filter, so if you pass more than one company ID, it will return companies that match any of the IDs.
company_investors_or array no Investors of the company
company_investors_partial_match_or array no Investors of the company. Will return companies for which any of their investors contains any of the substrings passed here. For example, if you pass ‘andree’, all funds that match it (like ‘Andreessen Horowitz’, ‘Andreessen Horowitz LLC’, etc).
company_keyword_slug_and array no Return results from companies that have mentioned all of these keywords in their jobs. Case sensitive. Pass slugs. Check out all the keywords we track at GET /v0/catalog/keywords
company_keyword_slug_not array no Return results from companies that haven’t mentioned any of these keywords in their jobs. Case sensitive. Pass slugs. Check out all the keywords we track at GET /v0/catalog/keywords
company_keyword_slug_or array no Return results from companies that have mentioned any of these keywords in their jobs. Case sensitive. Pass slugs. Check out all the keywords we track at GET /v0/catalog/keywords
company_linkedin_url_exists string no (Use property_exists_or / property_exists_and instead) Only return companies with a LinkedIn URL
company_linkedin_url_or array no Return companies whose LinkedIn page matches any of the values passed here. Both forms of LinkedIn company URL work, the vanity slug (https://www.linkedin.com/company/google/) and the numeric company ID (https://www.linkedin.com/company/1038), as do a bare slug (google) and a bare numeric ID (1038). A numeric value is matched against the company’s LinkedIn ID and its slug, so you do not need to know which of the two you are holding. We have a LinkedIn slug for ~26% of companies and…
company_list_id_not array no Return companies that don’t belong to any of the company lists passed here
company_list_id_or array no Return companies that belong to any of the company lists passed here
company_location_pattern_or array no Return companies whose city matches any of the patterns passed here. Case insensitive. For example, if you pass ‘san francisco’, it will return companies whose city is ‘San Francisco’, ‘San Francisco Bay Area’, etc.
company_name_case_insensitive_or array no Only return companies that match these names exactly, case-insensitively.
company_name_not array no Only return companies that don’t match these names exactly, case-sensitively.
company_name_or array no Only return companies that match these names exactly, case-sensitively. This filter acts as an OR filter, so if you pass more than one company name, it will return companies that match any of the names.
company_name_partial_match_not array no Company names. Will return companies whose name doesn’t contain any of the the substrings passed here, case-insensitively. For example, if you pass ‘google’, it will exclude ‘Google’, ‘Google LLC’, ‘Google Inc’, etc.
company_name_partial_match_or array no Company names. Will return companies whose name contain any of the the substrings passed here, case-insensitively. For example, if you pass “google”, it will return “Google”, “Google LLC”, “Google Inc”, etc.
company_tags_or array no Return companies that match any of these keywords
company_technology_slug_and array no Will return jobs from companies that that have mentioned all of these technologies in their jobs (not necessarily in the jobs returned). Case sensitive. Pass slugs. Check out all the technologies we track at GET /v0/catalog/technologies
company_technology_slug_not array no Will return jobs from companies that that haven’t mentioned any of these technologies in their jobs. Case sensitive. Pass slugs. Check out all the technologies we track at GET /v0/catalog/technologies
company_technology_slug_or array no Will return jobs from companies that that have mentioned any of these technologies in their jobs (not necessarily in the jobs returned). Case sensitive. Pass slugs. Check out all the technologies we track at GET /v0/catalog/technologies
company_type string no Filter by company type.
cursor string no Cursor for pagination
expand_technology_slugs array no Specify technology slugs to include detailed technology usage information for each company. The response will include a ‘technologies_found’ field containing metrics like confidence score, ranking, and job count for each specified technology. Note: If a technology is not listed for a company, it means that company does not use that technology. This feature is useful for enriching company data with their technology stack details.
funding_stage_or array no Funding stages of companies returned. Possible values: [‘angel’, ‘convertible_note’, ‘debt_financing’, ‘equity_crowdfunding’, ‘other’, ‘private_equity’, ‘seed’, ‘series_a’, ‘series_b’, ‘series_c’, ‘series_d’, ‘series_e’, ‘series_f’, ‘series_g’, ‘series_h’, ‘venture_round_not_specified’, ‘series_i’, ‘series_j’, ‘undisclosed’, ‘series_unknown’, ‘pre_seed’, ‘post_ipo_secondary’, ‘post_ipo_equity’, ‘post_ipo_debt’, ‘non_equity_assistance’, ‘late_vc’, ‘initial_coin_offering’, ‘growth_equity_vc’, ’…
include_total_results boolean no When enabled, calculates and returns total_results and total_companies fields in the response. WARNING: This significantly slows down responses as it requires reading the entire dataset. Recommended usage: enable only for the initial request to get totals, then disable for subsequent pagination requests.
industry_id_not array no Industry ids to exclude.You can use any of LinkedIn’s Industry Codes V2 or GET /v0/catalog/industries
industry_id_not_or_null array no Industry ids to exclude. Companies whose industry we don’t know are returned as well. You can use any of LinkedIn’s Industry Codes V2 or GET /v0/catalog/industries
industry_id_or array no Industry codes. You can use any of LinkedIn’s Industry Codes V2 or GET /v0/catalog/industries
industry_not array no Names of industries, case-insensitive. Results will exclude companies that belong to any of the industries specified in this parameter. Available values: GET /v0/catalog/industries WARNING: Deprecated parameter. Use the industry_id_not field instead.
industry_or array no Names of industries, case-insensitive. Results will only include companies that belong to any of the industries specified in this parameter. Available values: GET /v0/catalog/industries WARNING: Deprecated parameter. Use the industry_id_or field instead.
job_filters string no
last_funding_round_date_gte string no Only return companies whose last funding round date is after or on this date. Format: ‘YYYY-MM-DD’
last_funding_round_date_lte string no Only return companies whose last funding round date is before or on this date. Format: ‘YYYY-MM-DD’
limit integer yes Number of results per page Bounded 1-25 by looot; required, see endpoint description. Example: 1
max_employee_count string no Maximum number of employees in a company
max_employee_count_or_null string no Maximum number of employees in a company. If we don’t have company size information, we will return it as well.
max_funding_usd string no Maximum company funding, in USD
max_revenue_usd string no Maximum company revenue, in USD
min_employee_count string no Minimum number of employees in a company
min_employee_count_or_null string no Minimum number of employees in a company. If we don’t have company size information, we will return it as well.
min_funding_usd string no Minimum company funding, in USD
min_num_jobs_found string no Minimum number of jobs matching job_filters a company must have to be returned (thresholds the num_jobs_found count). Requires job_filters with a date filter, so the count is always computed over the date-bounded set of matching jobs.
min_revenue_usd string no Minimum company revenue, in USD
offset integer no Number of results to skip. Required for offset-based pagination. Example: 0
only_yc_companies string no Only return YC companies
order_by array no List of column objects. You can pass several columns to order by, in order of priority. Only field is required, desc is True by default
page integer no Page number. Required when using page-based pagination. Example: 0
property_exists_and array no Return companies that have all of these fields not null. For example, if you pass [‘domain’, ‘linkedin_url’], it will return companies that have both domain AND linkedin_url set.
property_exists_or array no Return companies that have any of these fields not null. For example, if you pass [‘domain’, ‘linkedin_url’], it will return companies that have a domain OR a linkedin_url set.
revealed_company_data string no This field is deprecated and has no effect.
tech_filters string no Filter by technologies and buying intent topics detected for the company

Output

Shape of the run’s result, checked against 12 real answers:

{ data: { id, url, city, logo, name, domain, country, industry, num_jobs, yc_bat... ...

The shape is cut here. Signed in, looot inspect theirstack-companies-search prints all of it.

Run it

Every call needs your API token in LOOOT_TOKEN; Sign in shows how to get one. Each run also needs a new idempotency key, so a retry never pays twice. With wait: 30 the answer comes back inline when the run ends within 30 seconds. Otherwise you get the running run back: poll GET /v1/runs/<runId>.

Example input with placeholder values:

curl -X POST "https://api.looot.ai/v1/runs" \
  -H "Authorization: Bearer $LOOOT_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Idempotency-Key: $(uuidgen)" \
  -d '{"endpointId":"theirstack-companies-search","input":{"limit":1,"page":0,"offset":0,"company_id_or":[],"company_id_not":[],"company_name_or":[],"max_funding_usd":null,"max_revenue_usd":null,"min_funding_usd":null,"min_revenue_usd":null,"company_name_not":[],"company_domain_or":[],"company_domain_not":[],"max_employee_count":null,"min_employee_count":null,"min_num_jobs_found":null,"property_exists_or":[],"property_exists_and":[],"revealed_company_data":null,"company_linkedin_url_or":[],"max_employee_count_or_null":null,"min_employee_count_or_null":null,"company_linkedin_url_exists":"https://www.linkedin.com/in/janedoe","last_funding_round_date_gte":null,"last_funding_round_date_lte":null,"company_name_partial_match_or":[],"company_name_partial_match_not":[],"company_name_case_insensitive_or":[],"company_description_pattern_accent_insensitive":null},"wait":30}'
const response = await fetch("https://api.looot.ai/v1/runs", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${process.env.LOOOT_TOKEN}`,
    "Content-Type": "application/json",
    "Idempotency-Key": crypto.randomUUID(),
  },
  body: JSON.stringify({
    endpointId: "theirstack-companies-search",
    input: {
      limit: 1,
      page: 0,
      offset: 0,
      company_id_or: [],
      company_id_not: [],
      company_name_or: [],
      max_funding_usd: null,
      max_revenue_usd: null,
      min_funding_usd: null,
      min_revenue_usd: null,
      company_name_not: [],
      company_domain_or: [],
      company_domain_not: [],
      max_employee_count: null,
      min_employee_count: null,
      min_num_jobs_found: null,
      property_exists_or: [],
      property_exists_and: [],
      revealed_company_data: null,
      company_linkedin_url_or: [],
      max_employee_count_or_null: null,
      min_employee_count_or_null: null,
      company_linkedin_url_exists: "https://www.linkedin.com/in/janedoe",
      last_funding_round_date_gte: null,
      last_funding_round_date_lte: null,
      company_name_partial_match_or: [],
      company_name_partial_match_not: [],
      company_name_case_insensitive_or: [],
      company_description_pattern_accent_insensitive: null,
    },
    wait: 30,
  }),
});
const run = await response.json();
console.log(run.status, run.result);
import os
import uuid

import requests

response = requests.post(
    "https://api.looot.ai/v1/runs",
    headers={
        "Authorization": f"Bearer {os.environ['LOOOT_TOKEN']}",
        "Idempotency-Key": str(uuid.uuid4()),
    },
    json={
        "endpointId": "theirstack-companies-search",
        "input": {
            "limit": 1,
            "page": 0,
            "offset": 0,
            "company_id_or": [],
            "company_id_not": [],
            "company_name_or": [],
            "max_funding_usd": None,
            "max_revenue_usd": None,
            "min_funding_usd": None,
            "min_revenue_usd": None,
            "company_name_not": [],
            "company_domain_or": [],
            "company_domain_not": [],
            "max_employee_count": None,
            "min_employee_count": None,
            "min_num_jobs_found": None,
            "property_exists_or": [],
            "property_exists_and": [],
            "revealed_company_data": None,
            "company_linkedin_url_or": [],
            "max_employee_count_or_null": None,
            "min_employee_count_or_null": None,
            "company_linkedin_url_exists": "https://www.linkedin.com/in/janedoe",
            "last_funding_round_date_gte": None,
            "last_funding_round_date_lte": None,
            "company_name_partial_match_or": [],
            "company_name_partial_match_not": [],
            "company_name_case_insensitive_or": [],
            "company_description_pattern_accent_insensitive": None,
        },
        "wait": 30,
    },
    timeout=90,
)
run = response.json()
print(run["status"], run.get("result"))

To let looot pick among every provider of this job instead, send job:company.search as endpointId; see the job page.

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