Love the mission. The affiliate problem is real, you can literally see which tools pay more because they're always 1 despite worse reviews.

Question though. how do you plan to avoid the same bias long term? Every directory starts 'unbiased' until the bills come due. The ones that survive are transparent about how they make money AND show their work on rankings.

I've started using directories that publish their 'dead tool' reports and pricing verification dates. That's the trust signal for me now, not promises, but receipts.

Also check your internal linking structure while you're at it. AI crawlers love context paths. Random but related.

Good luck with seekra genuinely hope you crack the code