Welcome to the Jungle Company Directory, All 12,423

Reads every company profile on Welcome to the Jungle: sector, size band, headcount, offices, certifications, tech stack, open advert count and the company's own website. No key and no login.

The problem this solves

The site has a public endpoint that lists organizations. It answers with 100 companies and it ignores the page number. Ask for page 2, page 1000, offset 100 or per_page 200 and you get the same 100 companies back, every time, with no total and no next link. Nothing in the response says you have reached the end, because you never left the start.

This Actor never pages that endpoint. It goes through the search index, which reports a real total, and cuts a search bigger than 1,000 into cells small enough to page. Every level of the cut adds one extra cell holding whatever matched none of the values, and the size of that cell is measured with its own query rather than worked out by subtraction. Sectors are multi valued, so the sector counts add up to 26,457 across 17,189 records, and subtracting them gives a negative number and quietly drops the cell. That cell holds 5,214 companies with no sector at all.

One company is indexed several times

Swan appears four times in the search index, once for its own page and once each for wttj_fr, francefintech and hub-bpifrance. Four different record ids, one company, the same 350 people and the same 18 adverts. The index holds 17,189 records and 12,423 real companies, measured 9 September 2026.

This Actor matches on the company reference, which stays the same when a company renames itself. Eight references in the directory carry two slugs each for that reason, including meero to diffusely and hivebrite to kit-united.

What one row is

One company. A company reached by two cells of the same search, or indexed on four storefronts, is written once and charged once.

sectors is a list because a company is filed under several at once. There are 100 sectors, measured 9 September 2026, and every value you pass is checked against the live list, so a misspelling comes back with the real spelling instead of an empty answer.

The company website is not in the search record

The search record has a field called website. It holds {"reference": "wttj_fr"}, which says which of the site's own storefronts the profile belongs to. It is not the company's website. That comes from the profile endpoint, one request per company, and it is why fullProfile is on by default.

A company in the search index with no published profile page gets no answer from that endpoint. Those rows carry profileDetailRead: false, so a missing website is told apart from a company that has none.

What a run admits

Every row carries directoryTotalReported, the count the site's own search gave for your filter, in companies. RUN_SUMMARY in the key-value store holds every cell with what it reported, what it returned and why it stopped, plus complete, limitedBy and duplicatesSuppressed.

Billing

Two events: a start fee charged only once companies are returned, and a per-company fee charged after each company is written. A run that matches nothing costs nothing.