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Independent software coverage for contractors · No vendor influence
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Methodology Updated Oct 2026

Buyer Confidence Score

How much can you find out before you buy, and how much risk are you taking on? The Buyer Confidence Score answers that with a number from 0 to 10.

What it is, and what it is not

The score is not a measure of how good the software is. We research products from their official pages, pricing, help documentation and customer reviews. We do not run them in a business, so we cannot honestly score how well they work day to day.

What we can score is how much a buyer can check before committing: whether prices are public, whether the company's own pages agree, whether you can try it free, whether you can leave easily, and what customers report. A product with hidden prices, contradictory pages and a hard-to-cancel contract is a riskier purchase, even if the software itself is good.

The score sits next to our verdict, not in place of it. The verdict (Top Pick, Recommended, Conditional or Skip) says who the product fits. The score says how much you can verify before buying. They usually point the same way. When they don't, the review explains why.

The six checks 10 points in total

What customers say

3 pts

Do the people who use it rate it well, and are there serious complaints?

Star rating, up to 2 points

We average the star ratings on the Apple App Store, Google Play, G2 and Capterra, using only the sites we can read that have at least 25 reviews. Each site counts in proportion to its number of reviews, so a field crew app with a few dozen ratings does not outweigh hundreds of reviews of the whole product, or the reverse. A listing that rates a whole product family, rather than the product itself, is left out. 4.5 or higher earns 2 points. 4.0 to 4.4 earns 1.5. 3.5 to 3.9 earns 1. Lower earns 0. If there are too few reviews to judge, the product gets 0.5.

Serious complaints, up to 1 point

We look for reports of billing disputes, lost data, or trouble cancelling in the reviews we read. None found earns 1 point. One or two separate customers earns 0.5. Three or more separate customers earns 0. If we could read fewer than five reviews, finding no complaints does not show there are none, so the product gets 0.5 and the review says there is not enough customer information to judge.

Prices you can see

2 pts

Can you find out what it costs without talking to sales?

How it scores

Every plan has a public price: 2 points. Some plans do: 1 point. Quote only: 0. A custom or enterprise plan offered by request, above plans that all show a price, does not count against this; the review mentions it.

Does the vendor's information agree?

1.5 pts

Do the company's own pages tell the same story?

How it scores

We count places where the company's own pages disagree in a way that would change which plan you pick or what you pay. None: 1.5 points. One: 1. Two: 0.5. Three or more: 0.

Can you try it first?

1.5 pts

Can you use it before paying?

How it scores

A free plan, or a free trial that needs no card: 1.5 points. A free trial that needs a card: 1. A demo only: 0.5. No way to try it: 0.

Can you leave easily?

1.5 pts

If it does not work out, how hard is it to stop paying?

How it scores

Month-to-month billing is available: 1 point. You can cancel online without calling anyone: 0.5.

Can you find answers?

0.5 pts

Can you look things up yourself?

How it scores

A public help center that explains plans, limits and features: 0.5 points.

What the number means
ScoreMeaningIn practice
8.5 to 10High confidenceYou can check nearly everything before you pay.
6.5 to 8.4Good confidenceA few specific things to confirm first. The review lists them.
4.5 to 6.4Moderate confidenceConfirm several things in writing before you commit.
Below 4.5Low confidenceExpect to rely on what a salesperson tells you.

A lower score is not a verdict on the software. It can mean the company publishes little about prices and terms, or that there is not enough customer information yet to judge. Each review's score notes say which.

The rules we hold ourselves to

  • Every point is shown. Each review lists all six checks, the points given, and the reason.
  • Money never changes a score. Affiliate links and sponsorships have no effect on any check. A sponsor cannot see or change a score before it is published.
  • Scores are dated. The review shows the date the score was checked, and we recalculate it every time we recheck the review.
  • Mistakes get fixed. If you think a score is wrong, email us with the source. If we were wrong, we change it and note the correction.

Read how we research and review software.