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SpearMatch
Get the college list a $300/hr counselor builds, for free
Most tools require school subscriptions, offer passive browsing, or bury their best features behind an account. SpearMatch gives you an instant reach/target/safety list from 1,300+ accredited 4-yr colleges based on your actual profile. Free, no account needed. Standouts: admitted student comparison, Early Decision advantage flags, financial aid signals, and college-specific improvement tips tailored to your exact profile gap at each school. Built on Common Data Set, IPEDS and proprietary data.
SpearMatch started the moment I sat down with my son to build his college list and realized how scattered and cumbersome the whole process was.
I'm an immigrant mom with 20+ years in software engineering, Amazon and American Express among others. I'm used to working with complex data problems. But even I found the college search genuinely frustrating. The tools out there either required a school subscription, hid useful features behind account signups, or gave you rankings with no real strategy attached. None of them told you why a school was or wasn't right for your kid, let alone what to actually do about it.
I kept thinking: why doesn't something like this exist?
So I built it. SpearMatch takes a student's real profile and returns a tiered college list with Early Decision flags, financial aid signals, and school-specific tips. The kind of guidance a good counselor gives. Completely free.
Building it was messier than I expected. Not all colleges submit Common Data Set data, and collecting it even for the ones that do was a real grind. At some point I had to rethink how the matching engine worked so it could still give useful results when CDS data wasn't available, pulling from IPEDS and other public sources instead. It took longer than planned, but it's why the tool covers 1,300+ schools and not just the ones with clean data.
The whole point is pretty simple. Your college future shouldn't depend on your zip code or how much your family can spend on a private counselor.
If you give it a try, I'd love to know what you think.
About SpearMatch on Product Hunt
“Get the college list a $300/hr counselor builds, for free”
SpearMatch was submitted on Product Hunt and earned 11 upvotes and 3 comments, placing #44 on the daily leaderboard. Most tools require school subscriptions, offer passive browsing, or bury their best features behind an account. SpearMatch gives you an instant reach/target/safety list from 1,300+ accredited 4-yr colleges based on your actual profile. Free, no account needed. Standouts: admitted student comparison, Early Decision advantage flags, financial aid signals, and college-specific improvement tips tailored to your exact profile gap at each school. Built on Common Data Set, IPEDS and proprietary data.
On the analytics side, SpearMatch competes within Productivity, Education and Tech — topics that collectively have 1.4M followers on Product Hunt. The dashboard above tracks how SpearMatch performed against the three products that launched closest to it on the same day.
Who hunted SpearMatch?
SpearMatch was hunted by Vineeta Sreekumar. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of SpearMatch including community comment highlights and product details, visit the product overview.
Vineeta Sreekumar