// methodology Why sort AI tools by what you do for a living
Most "best AI tools" lists rank by feature: writing tools, image generators, meeting assistants. That's the wrong question for someone who already knows their profession. A marketer drafting launch copy needs a different stack than a writer working on fiction, even when the underlying tool overlaps. We rank a stack, not a catalog.
Every page on this site sorts AI tools for one profession doing one specific job. 12 roles, 30 tool categories, 103 ranked guides at last count. Pricing is verified against vendor pricing pages every month. The list is sorted by actual fit for the role, not commission rate. Tools with no affiliate program still land at the top of these sorted rankings when they belong there. The full method lives on how we rank, with every commission relationship documented on how we make money. Site run by Chris Mendenhall, independent operator, no fund or parent company.
Concrete example: the "best AI writing tools for marketers" page lists Claude, ChatGPT, Jasper, Writesonic, and Copy.ai in that order. Claude tops the list because for a marketer drafting positioning copy and long-form blog drafts, the prose quality and brand-voice consistency are the deciding factors. Anthropic pays no affiliate commission, so a feature-sorted list would bury Claude. The role-sorted list puts it first because that's what a marketer actually picks up to do this job for a living. Jasper, which pays well, lands fourth because the same marketer would outgrow Jasper's templating in a month.
// common questions Common questions about this site
How do you decide which AI tools to compare for a role?
Each (profession, category) page covers 4 to 6 ranked tools. The candidate pool starts with every AI tool that markets itself to that profession plus any tool that's genuinely useful even without role-specific marketing (Claude and ChatGPT show up almost everywhere). Tools are dropped if they don't work for the specific job, regardless of how loud their brand is.
How often is the pricing checked?
Pricing on every ranked tool is verified monthly against the vendor's own pricing page. If a price changes, the affected category pages get a new `last_updated` date and the ranking gets reviewed in case the price change shifted the value calculus. Email chris@toolsbyrole.com if you spot a price that's wrong and it'll get fixed within 24 hours.
Why is some tool not on the list?
Three reasons a tool gets skipped: it doesn't fit the specific role and category being ranked, it doesn't have a real free trial or transparent pricing, or it hasn't been around long enough to evaluate. New tools get reviewed quarterly. Send a "you missed this one" email and the next refresh pass will consider it.
Do you take payment for placement?
No. Vendors have asked; all have been declined. Joining a ranking requires earning the spot on fit-for-the-role criteria. The commission rate a vendor pays is documented but is not a ranking input.
How do you make money if you also rank tools that pay zero commission?
Affiliate commissions from the tools that do have programs (Smartlead, Beehiiv, Decktopus, and a growing list on the full disclosure page) fund the site. Tools without programs (Claude, ChatGPT, Cursor, Ahrefs, Linear) still appear at the top of lists where they belong. That tradeoff is the whole reason readers trust the rankings.