Smarter contract recommendations for everyone π§
A rebuilt AI matching engine reads every solicitation in full and scores it against your real strengths, so your Recommended feed finally means what you expect.

Hi everyone! π Your Recommended feed just got a major upgrade. We've rebuilt how CLEATUS matches contracts to your company with a new AI matching engine that reads each full solicitation, fine print and all, and scores it against your real strengths and preferences. Every active account has already been freshly rescored, so your feed reflects the new engine today.
What's New
The new AI matching engine looks at the whole solicitation, requirements, clauses, and all, and weighs it against your capabilities and preferences together. Instead of leaning on keywords, it understands what each opportunity actually asks for and how well that lines up with the work you can win.
How It Works
- π Every eligible contract is compared against your capture profile in depth, not just by matching keywords
- π― Your feedback shapes the results: deal-breakers you've told us about remove a contract entirely, while your preferences raise or lower its score
- β Your whole feed has been rescored across the full contract universe, so your matches reflect the new engine right now
- π§ The engine keeps learning, so dismissing what doesn't fit sharpens your future matches
Why It Matters
You'll see fewer irrelevant matches crowding the top of your feed, and the scores finally mean what you'd expect. A high score is a contract you can actually pursue and genuinely want to, so you can spend your time on the opportunities worth chasing instead of sifting through noise.
Get Started
Open your Recommended feed and take a look at your refreshed matches. Keep dismissing anything that doesn't fit, and the engine will keep tuning itself to you.
Happy hunting! π―
