Talent Acquisition Software: Four Categories Sold as One

Search for talent acquisition software and you get vendors solving four different problems under one label. Buying the wrong category is expensive, and the mistake usually only shows up months later. This page separates them.

The four categories

Applicant tracking systems (ATS). They store and move people who already applied: Greenhouse, Lever, Workable, Ashby. This is your system of record. If you have no way to track candidates through stages, start here — nothing else helps until you do.

Sourcing tools. They find people who have not applied and probably are not looking: SeekOut, hireEZ, Juicebox, Gem. Useful only when the pipeline is empty, not when it is disorganised.

Screening and assessment. They decide who is worth interviewing: skills tests, AI screening, structured scorecards. This matters when you have more candidates than interview slots.

Recruitment CRM. Nurturing people who are not ready yet — the pipeline for roles you will open in six months. Only makes sense at steady hiring volume.

Most confusion comes from vendors claiming all four. Few do any two of them well.

Which one you actually need

Diagnose by symptom, not by feature list:

• Candidates disappear, nobody knows who has been contacted → ATS. Nothing else fixes this.
• The vacancy is open, applications are few or wrong → sourcing. More process will not conjure candidates.
• Plenty of applicants, no time to read them → screening. This is the most common bottleneck at small companies.
• You hire the same roles repeatedly and start from zero each time → CRM.

Buying a sourcing tool when the problem is screening is the classic mistake: you add more candidates to a pile nobody has time to read.

What vendors do not put on the pricing page

Three things decide the real cost, and none are usually published:

Per-contact pricing. Many sourcing tools charge per revealed contact, with credits that expire monthly. This punishes careful research: the more thoroughly you check a candidate, the more you pay. Ask what a credit costs, whether it rolls over, and whether you are refunded when the contact turns out to be wrong.

Seat minimums. A published per-seat price often comes with an unpublished minimum. Recorded contracts frequently land several times above list.

Integration cost. "Integrates with your ATS" can mean a one-way export. Ask which direction data flows and whether it is included.

Questions worth asking in the demo

1. Show me the reasoning behind a match. A percentage with no explanation means you will re-read the profile anyway.
2. What does one filled role cost, all in? Not per seat — per outcome, including credits.
3. Which languages and countries do you actually cover? Most vendors publish nothing about this. If you hire outside the US, it is the question that matters most.
4. What do you deliberately not do? A vendor honest about its limits is easier to trust than one claiming to cover all four categories.

Where leadl.recruit fits

It is a sourcing and screening tool, not an ATS and not a CRM. Paste a job description and it searches public professional activity across GitHub, Stack Overflow, LinkedIn, Reddit and Discord, assembles one profile per person, and returns a shortlist where each candidate carries a written verdict: what matches the role, what does not, the risks found, and what to ask at interview.

On the pricing questions above: it charges per search run, not per contact revealed — researching a candidate thoroughly costs nothing extra. Prices are public: free plan, then €49, €149 and €399 a month, billed monthly, no annual contract. See pricing.

If your problem is tracking applicants rather than finding them, you need an ATS first. We compare the sourcing options honestly on SeekOut vs hireEZ and in alternatives.

More on the parts: talent sourcing · AI screening · recruitment automation.