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September 2026

How Do You Test a Data Vendor Before Buying? 200 Records

No free tier in the category is large enough to run the test, the cheapest paid route is exactly $15, and one $99 entry tier cannot complete it at all.

Here's the trap. A vendor demos their database by searching for companies in your industry, the results look excellent, and you sign a year. The search worked because they chose it. Your own list is a different list, and you find that out in month two.

You can test properly for about $52. Two hundred records from your real target segment, run through two vendors, verified through a third, and actually sent to. That is the only sequence that produces a number rather than a claim.

The awkward part is that no free tier in the data category is large enough to run it. The biggest recurring free allowance is 100 credits, which is half a test.

So this page gives the method, the exact budget, and the three numbers you have to count separately because the vendors report them as one.

Why 200 records?

It is large enough to tell a 60 percent hit rate from a 90 percent one clearly enough to act on, and small enough to run on a single $15 plan. We are not going to quote you a confidence interval, because we have not done that statistics and inventing one would be exactly the kind of unearned precision this whole subject already has too much of.

What matters more than the number is where the records come from. Build the sample from the awkward part of your ICP. Small companies, non-US domains, non-technical job titles, the segments you already suspect are thin. A vendor's demo list is selected to succeed, and a sample of your best-known accounts will flatter every tool equally.

Can you run it on free tiers?

Not in one go. The allowances are all smaller than the test.

ToolFree creditsHow much of a 200-record test that covers
Prospeo100 a monthHalf
Clearout100 at signupHalf
Hunter50 a monthA quarter
Persana50 a monthA quarter
FullEnrich50 onceA quarter
BetterContact50 onceA quarter

Two months of Prospeo's free tier gets you to 200, which is a real option if you are not in a hurry. Otherwise you pay, and paying is cheap. We set out which free tiers do real work separately, including the three that will not let you export at all.

What does the test cost?

The cheapest route is exactly $15, and it is exact in a way that looks almost deliberate.

ToolEntry priceCreditsCovers 200 records?
BetterContact Starter$15200Yes, exactly
Clearout Starter$233,000Yes
FullEnrich Pro$29500Yes
Snov Starter$391,000Yes
Prospeo or Hunter$492,000Yes
LeadMagic Basic$49.992,000Yes
UpLead Essentials$99170No

The most expensive entry tier in the group is the one that cannot complete the test. UpLead's $99 plan carries 170 credits, thirty short. In fairness its credit buys a contact with the email and the mobile together, which is a different product, but if you want to run a standard 200-record evaluation you cannot do it on their entry plan.

Why does testing phone numbers cost three times as much?

Because a mobile number costs ten credits at most vendors and an email costs one. Two hundred credits buys 200 emails or 20 phone numbers, and twenty results is not a sample.

To test phone coverage across the same 200 records you need around 2,000 credits, which moves you from the $15 tier to the $49 one. At LeadMagic's five-times multiplier it is 1,200 credits, which is why that tool comes out cheapest per complete contact in the cost comparison.

Decide before you start whether you are testing email coverage or phone coverage, because they are different tests at different prices. Most people discover this halfway through, having spent their credits on emails and having nothing left to check the numbers with.

What is the actual method?

  • 1. Build the sample. 200 records from the hard part of your ICP. Keep the company name, the person's name and the domain, and nothing else, so you are testing the vendor rather than your own existing data.
  • 2. Run it through two vendors, not one. A single result tells you nothing about whether 62 percent is good. One single-source tool and one waterfall is the most informative pairing, and the gap between them is the thing you are actually buying.
  • 3. Count three things separately. How many came back with anything. How many came back with a mobile. How many actually reached a human. The category reports all three as one number and they are not one number.
  • 4. Verify through a third party. Not the tool that supplied the data, for obvious reasons. Clearout's 100 free credits cover half the sample and NeverBounce at $8 a thousand covers the rest.
  • 5. Send to it and count hard bounces. This is the only step that produces accuracy rather than a claim about accuracy, and it is the step everyone skips.

What does a good result look like?

Judge it against decay rather than against the vendor's claim. A list sold as 95 percent accurate is around 88 percent at three months on the standard decay range, so a fresh sample bouncing at five or six percent is behaving normally rather than badly.

On coverage, the useful comparison is between your two vendors rather than against a published figure. If the waterfall finds thirty points more than the single source, that gap is worth about eleven cents a contact and is a straightforward buy. If it finds five points more, you are paying a premium to fill in the last few rows.

And if both come back low, the problem may be your ICP definition rather than the vendors. Two independent databases missing the same segment usually means the segment is genuinely under-covered, which is itself worth knowing before you build a quarter's pipeline plan on it.

The whole exercise costs about $52 and half a day. Against an annual data contract, and against the vendor accuracy claims that nobody independent has ever tested, it is the cheapest thing you will do all quarter.

Questions

How many records do I need to test a contact database?
Two hundred is a practical size: enough to distinguish a 60 percent hit rate from a 90 percent one, and small enough to run on a single $15 plan. What matters more is where they come from. Build the sample from the hardest part of your target segment rather than your best-known accounts.
Can I test a data vendor for free?
Only halfway. The largest recurring free allowance in the category is Prospeo's 100 credits a month, and Clearout gives 100 once at signup. Two months of Prospeo's free tier reaches 200 records. Otherwise the cheapest paid route is BetterContact's $15 Starter, which carries exactly 200 credits.
What does a proper data vendor evaluation cost?
About $52 at prices read in August 2026: $15 for 200 BetterContact credits, $29 for 500 FullEnrich credits, and $8 for a thousand NeverBounce verifications, with Clearout's 100 free credits covering part of the checking.
Why does testing phone coverage cost more than testing email?
Because a mobile number costs ten credits at most vendors against one for an email. Two hundred credits buys 200 emails or 20 phone numbers, so testing phone coverage across the same sample needs around 2,000 credits and moves you from a $15 plan to a $49 one.
Which entry plans cannot run a 200-record test?
UpLead's, at $99 a month for 170 credits. It is the most expensive entry tier in the group and thirty credits short of a standard evaluation, although its credit does buy a contact with the email and mobile together rather than an email alone.

Tools mentioned

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Sources

Source interests are labelled. Almost everything published about this subject is written by someone selling into it.

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