Build my stack
What our scores actually mean
Every tool on GoPickStack earns one overall score out of 5. Here is exactly how that score is calculated, and what each number means.
From 1 to 5, here is what each score means
A 4.5 means the same thing whether it is a CRM or an SEO suite. We use the same definitions for every tool, every time.
Poor
Fails to do the core job. Broken, unreliable, or so frustrating that you would not recommend it to anyone.
Below average
Has basic functionality, but major gaps or friction hold it back. Only consider if nothing else exists.
Good
Gets the job done. Solid and functional, but not exceptional. A fair choice if it fits your budget and needs.
Very good
Stands out in its category. Smooth, reliable, and clearly worth the price. We recommend it with confidence.
Excellent
Best-in-class. The tool we would choose if we were spending our own money. Minimal trade-offs.
Four criteria, weighted for small teams
Each criterion is scored out of 5, then multiplied by its weight to produce the overall score. The weights sum to 100%.
Value for money
30%What you get for the price, judged from the point of view of a solo founder or small team, not an enterprise buyer.
- Quality of the free tier or trial
- How quickly the entry plan pays for itself
- Hidden costs: seats, credits, and add-ons
Core features & depth
25%How well the tool does the main job it exists for, and whether the depth holds up once you push past the demo.
- Coverage of the jobs the category demands
- Depth and reliability of the headline features
- Integrations with the rest of a real stack
Ease of use
25%How fast a new user gets to a useful result, and how much friction the day-to-day workflow carries.
- Time to first real outcome
- Clarity of the interface under load
- Quality of onboarding and templates
Support & trust
20%Whether help is there when you need it, and whether the company is one you can build a business on.
- Response times and channel options
- Documentation and self-serve help
- Track record on pricing and reliability
What a score looks like under the hood
Each sub-score is rated out of 5, then multiplied by its weight. Here is the shape of the calculation for any tool.
Commissions are never part of this calculation. The order of our picks is set by the rubric before any affiliate payout is considered.
Want to see how we test and score?
Our full testing methodology and affiliate disclosure are public. Everything is transparent.