How We Review
AI Tools Finder helps readers understand and compare AI tools and software through clear reviews, practical comparisons and curated guides. This page explains how we research content, assess products and keep published information useful.
How we research AI tools
We begin with available first-party information, including official product pages, pricing pages, documentation, help centres, release notes and policy pages. When practical, we also examine accessible product interfaces, free versions, demonstrations or other available materials.
Not every feature or paid plan can be tested directly. When a conclusion is based mainly on official documentation rather than hands-on use, we avoid presenting it as a complete product test.
What we evaluate
Depending on the type of article, we may consider:
- The tool’s main purpose and intended users
- Core features and supported workflows
- Free access, trials and paid-plan structure
- Ease of use and setup requirements
- Important limitations or conditions
- Available integrations, platforms and export options
- How the product compares with relevant alternatives
- Whether the pricing appears reasonable for its intended use
How we choose recommendations
A product is not selected only because it has the longest feature list or the highest price. We consider the intended user, usefulness of the available features, important limitations, overall value and the strength of competing options.
Different users may need different winners. Where appropriate, our comparisons explain which tool is best for a particular workflow instead of claiming that one product is best for everyone.
Pricing and feature accuracy
AI software changes frequently. Prices, plan limits, features and availability may change after an article is published. We check official sources when creating or materially updating pricing information, and we may include a “last checked” date in sections where current pricing is especially important.
Readers should confirm critical purchasing details on the provider’s official website before subscribing or making a business decision.
Affiliate relationships
AI Tools Finder may use affiliate links in some content. If a reader makes a purchase through an eligible link, we may receive a commission without increasing the reader’s price.
An affiliate relationship does not guarantee positive coverage or a recommendation. Relevant commercial relationships are disclosed where required. You can read our Affiliate Disclosure for more information.
Updates and corrections
We aim to update important information when significant changes are identified. If a pricing detail, feature claim, link or other factual statement appears incorrect, readers and product teams are welcome to contact us with a reliable source.