Read five sourcing tool websites and you will find the same three claims: a huge database, AI-powered search, and verified contact data. Since everyone says it, none of it helps you choose. These are the dimensions that actually vary, and how to test each one in an afternoon rather than a quarter.
1. Index depth where you actually hire
Headline database numbers are global and mostly meaningless. What matters is coverage of the people you hire: your cities, your functions, your seniority band. A tool with a smaller index that is dense in Indian product engineering will beat a larger one that is mostly US sales profiles, for your purposes.
The test: ask each vendor for the candidate count for one specific real brief, for example senior backend engineers with 6 to 10 years in Bengaluru at product companies. Compare those numbers, not the ones on the homepage.
2. Contact accuracy, which is different from contact coverage
"We have contact details for 90 per cent of profiles" and "90 per cent of the contacts we return are correct" are wildly different claims, and vendors blur them deliberately. Present-but-wrong contact data is worse than absent, because it costs you a credit, wastes the outreach slot, and damages your sending domain when it bounces.
India adds a specific failure: phone numbers stamped with the wrong country code. It is common enough that any serious tool should be correcting it per number rather than trusting the provider. Ask vendors directly what their bounce rate is and how they verify.
The test: reveal ten contacts, send to all ten, count bounces. Ten minutes, and it is the single most predictive test on this list.
3. Does search understand intent, or match strings
Natural-language search is now standard as a marketing claim and rare as a genuine capability. The difference shows up when your brief contains something that cannot be matched literally, for example "someone who has scaled a team from five to fifty" or "engineers from product companies, not services." Keyword systems return noise. Systems that model intent translate those into structured criteria.
The test: type a brief with one requirement that has no keyword form and see whether the results respect it. Compare with our boolean versus natural-language guide.
4. Finding versus judging
This is the dimension that separates the 2026 generation from everything before it, and most buyers do not ask about it because older tools trained them not to expect it.
A pure sourcing tool hands you 250 profiles and your week disappears into reading them. A screening-capable platform reads all 250 and tells you, per candidate, whether their history proves they can do this job, what they will expect to earn, how soon they could join, and whether they are likely to move at all, each with the reasoning shown. That is the difference between a list and a shortlist.
The test: ask the tool why it ranked candidate number three above number twelve. If the answer is a number with no reasoning, you are buying a list.
5. Pricing shape versus your demand shape
Recruiting demand is lumpy. You hire eight people in a quarter and two in the next. Per-seat annual licences charge identically through both, and additionally punish you for adding a junior during the busy stretch. Usage pricing tracks the actual work, so the quiet quarter is genuinely cheaper.
Whichever model you pick, calculate cost per placement rather than cost per month, and include every tool the workflow needs. A cheaper sourcing tool that forces you to keep a separate screening spreadsheet and outreach subscription is not cheaper.
The single test that beats all five
Take a role you filled in the last six months. You know who you hired, you know who else was good, and you know which candidates wasted your time. Run that brief through every tool on your shortlist. The one that surfaces your actual hire near the top, with reasoning you agree with, and gives you a contact that does not bounce, is the right tool. No feature grid survives contact with that test.
Run all five tests free
Two searches and 500 profile evaluations with no card. Every profile comes with expected CTC, notice period, openness to move and the reasoning behind its rating.
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