Methodology

Where the facts come from

Every listing starts from the tool's own website: its homepage and its pricing page. Other directories are used only to discover that a tool exists. We never copy their text or take their facts.

• An automated browser visits the tool's site, identifies itself as BlogianticBot, and follows the site's robots.txt rules. If a site blocks automated visits or puts its pricing behind a login, we record that and do not work around it. Those facts stay empty.
• The visible text of each page is saved, along with a homepage screenshot and the site's icon.
• Pricing pages are captured in both monthly and annual billing views where the page offers that switch, so each price can be tied to how it is billed.
• Facts (features, plans, prices, free plan, platforms) are entered into the listing only if they appear in that saved text. Every fact records the page it came from, and the listing shows those pages under “Where this listing comes from”.

The checks a listing must pass

A script checks every listing before the site is built. A listing that fails any check is not published:

• every price and plan name must appear, word for word, in the saved pricing page it cites;
• pricing facts must come from the tool's own domain;
• the listing must have been checked within the last 45 days;
• the price model, plans and starting price must agree with each other;
• it must list at least three verified features, so we never publish a name-and-link listing;
• on a published listing, every paid price must say whether it is billed monthly or annually.

When something can't be verified, the listing shows less, never a guess. A blank platform means the vendor didn't state it, not that the platform is unsupported.

Where AI and automation are used

The short summary, description, strengths and limits, FAQs and “why it fits” lines on each listing are written by an AI model from the verified facts in that listing only. A second script then checks the writing against the facts and rejects it if it:

• contains a number that isn't in the listing's facts;
• names another tool that isn't one of the listing's alternatives;
• uses promotional language;
• was written for an older version of the listing.

Category introductions and this page are written by hand.

How rankings work

Task pages (“AI tools to …”) order tools by these signals, computed from each listing's verified data:

• +4: The task is the tool's first-listed use case
• +2: The tool's primary category matches the task's category
• +1: Five or more verified features
• +1: A free plan is available (stated on its pricing page)
• +1: Plans and prices are verified from its own pricing page

Ties are broken alphabetically. Category pages use the same idea: a tool whose primary category is that category ranks above tools that only touch it. Each task page shows next to every tool which signals it earned.

No payment, affiliate relationship or sponsorship affects any position. Blogiantic has no paid or sponsored listings today. If paid placements are ever offered, they will be labelled as sponsored, shown separately from the ranked list, and never mixed into it.

A task page is published only once it has at least 8 tools, so that a ranking means something.

How alternatives are chosen

For each tool, candidates must share its primary category or at least two of its use cases. They are scored by 3 points per shared use case, 2 per shared category, and 1 for the same price model. The top six are shown. Tools that are closing or removed are never suggested.

Corrections and removals

If a listing is wrong, out of date, or you represent a tool and want it changed or removed, use the corrections page. Corrections are free and always will be. We never charge anyone to fix information about their own product.

Links

Links to tools' websites are ordinary links marked nofollow. They are not affiliate links. If we ever use an affiliate or paid link, it will carry rel="sponsored" and be disclosed on the page.