The video above runs under two minutes, on purpose -- long enough to show you the mechanism, too short to show you everything underneath it. Here’s the rest.
Breaking one goal into real tasks
When you type something like "help with my bakery’s social media, menu design, and customer questions" into the search box, the system isn’t hunting for one tool that claims to do everything -- those tools rarely do any single job as well as something built specifically for it. Instead, your goal gets split into the tasks actually inside it: social content, visual design, customer-facing chat. Each becomes its own search, with its own winner.
What "real constraints" actually means
The video shows three pills -- budget, skill, device -- but the budget one has a rule worth knowing: if you don’t tell us a number, the system defaults to ₹0 and only shows free or open-source tools. It won’t quietly assume you’re fine spending money. The moment you do give a real number, that becomes a hard ceiling -- every pick has to fit inside it, and nothing better-but-over-budget gets suggested "just in case." A stated budget is treated as real appetite to spend, not a cap you grudgingly allowed.
The four-part score, plus a budget check
Price isn’t one of the scoring factors -- it’s a hard check that runs first. A tool either fits your stated budget or it doesn’t; only tools that already passed get ranked at all. Once that’s settled, the remaining four factors -- Fit, Ease of use, Quality, and Risk -- decide the winner, weighted at roughly 41% / varies / varies / 12%. Fit carries by far the most weight on purpose. And Ease and Quality aren’t fixed either -- they shift based on how experienced you told us you are: a beginner needs both to matter equally, while someone comfortable with AI cares much more about how good the result is than how easy it was to set up.
Why the "blind to money" part is the whole point
This is the part worth sitting with, because it’s the actual reason this site exists instead of one more "best AI tools" list. The step that picks your tool runs with zero visibility into which companies pay us a commission when someone signs up through our link. Only once that pick is already locked in does a separate, later step check whether that tool happens to have an affiliate program -- and if it does, that’s the link you get; if not, you get a plain one instead. Nothing about the pick itself is influenced either way. That’s not a claim we can prove with a slogan -- it’s just how the two steps are built to never talk to each other.
What this actually looked like, once
A real run through this exact engine: a stand-up comedian in Hyderabad wanted to turn one 10-minute phone recording a week into 8–10 vertical clips with captions and a cover image each, scheduled to Instagram Reels and YouTube Shorts -- stated budget ₹1,200/month, an 8GB laptop with no dedicated GPU, one month of AI experience. The engine returned two tools: Opus Clip for the clips and captions, Buffer AI Assistant for scheduling -- a real total of $9/month, comfortably under budget. It also said, out loud, what it couldn’t cover: cover images and direct scheduling still need a manual step. That’s the actual product -- not a tool list, a working plan with the gaps named honestly.
Try it yourself
None of this requires an account. Describe what you’re actually trying to do at AIToolSpecs.com and you’ll get your own version of this -- free, no login, in a couple of minutes. If you want more hands-on help putting the plan into action, paid options are there too.