Last updated: July 5, 2026
How Toplytics tests and reviews tools
Toplytics reviews software for marketers, creators, and operators. This page explains exactly how our reviews are produced, what we verify, and how we make money — so you can weigh our verdicts accordingly.
Our testing method
Every review page is built from one or both of the following, and each claim is labelled by the method behind it:
- Hands-on, free-tier testing. Where a tool offers a free plan or trial that does not require payment details, we create an account and run a set of standard, real tasks — the kind a first-time user would attempt in their first hour. Screenshots taken this way are captioned “tested on free tier” with the month and year.
- Vendor-documentation verification. Where sign-up is gated behind payment details, sales contact, or an enterprise agreement, we verify pricing, plan limits, and feature availability against the vendor’s own public pricing page and documentation. These claims are captioned “verified against vendor docs” with the month and year.
We never describe testing we did not do. If a section is based on documentation rather than first-hand use, it says so.
What we verify on every page
- Current pricing tiers and the effective monthly and annual cost.
- What the free tier actually includes, and its hard limits.
- The specific features that separate paid tiers.
- Three real alternatives, each with a one-line trade-off.
Scoring
Our verdict boxes score tools out of 10 across a fixed set of criteria (typically value, ease of use, feature depth, and support/ecosystem). Scores are the editorial team’s judgement based on the testing and verification above. They are opinions, not measurements, and we show the criteria so you can disagree with any of them.
How this content is produced
Toplytics reviews are researched and drafted with AI assistance and are human-directed: an editor sets the scope, directs the testing and verification, checks the facts, and approves every published page. We publish under the Toplytics editorial brand rather than individual bylines. We do not present AI-assisted drafts as the first-hand work of a named person.
Update policy
Pricing and features change often. Each review carries a visible “Last verified” date. We re-check the tools in our review set on a rolling basis and update the date and the facts when anything material changes. If you spot something out of date, tell us via our contact page.
Affiliate disclosure
Some links on Toplytics are affiliate links. If you buy a tool after clicking one, we may earn a commission at no extra cost to you. Affiliate relationships never determine our scores or which tool we recommend — we recommend the tool that best fits the use case described, and we say plainly when the best fit is a free tool or a competitor we earn nothing from.