How we research and check articles

Who publishes this blog

The SFDIFY blog is published by SFDIFY LLC, a product and technology studio in Naperville, Illinois, that builds software for clients and runs its own products. Akmammet Allakgayev, SFDIFY's founder, is the publisher and is responsible for what appears here.

How articles are made

Articles are researched and drafted with AI. Every product fact (prices, plan limits, features, policies) comes from a page fetched on the day the article was written, usually the vendor's own pricing or documentation page, and is cited inline with a link in the Sources list and the date it was checked.

We do not claim hands-on testing unless an article says so and shows it. We do not publish ratings, scores or reviews we did not produce.

How facts are checked

Before an article is published, an automated check matches every factual claim word for word against a passage in its cited source. An article with a claim that has no matching passage, a link that is not exactly the one we were given, or wording that implies testing, lawsuits or incidents we did not verify is fixed or not published.

Older articles were re-checked: an automated checker opened each cited source and confirmed it supports the sentence it is attached to, and figures no source supported were removed or rewritten.

Each article shows its fact-check log under the text: what was checked, when and how. These are automated checks, not a person re-testing each product.

Affiliate links

Some articles contain affiliate links: if you buy through them, SFDIFY may earn a commission at no extra cost to you. Those articles say so at the top, the links are marked as sponsored, and a product with an affiliate link is covered the same way as one without, weaknesses included. Commissions do not decide which products we include or how we rank them.

Updates and corrections

Prices and plans change. When we re-check and change an article, it shows an Updated date. Confirm the current price on the vendor's site before you buy.

If you spot an error, email info@sfdify.com with the article link and what is wrong. We correct confirmed errors and update the article's date.