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Proposal Engine
AI proposals that get replies — built on data, not guesses
Most AI proposal tools give everyone the same generic output. This one is built on what actually drives reply rates. Hits the 150–250 word Upwork sweet spot, auto-extracts screening questions (70% of rejections miss these), writes in your real voice, and tells you which work sample to attach (+35% reply rate). Runs on your own Claude API key (~$0.01/proposal). One-time purchase. No installation needed.
I built this after losing too many Upwork jobs despite having solid skills and competitive rates. Turns out my proposals were the problem — too long, missed screening questions, sounded like every other AI proposal.
Dug into the data on what actually drives reply rates, then built a tool around those specific signals. Would love honest feedback from freelancers here — what would make you actually use something like this?
About Proposal Engine on Product Hunt
“AI proposals that get replies — built on data, not guesses”
Proposal Engine was submitted on Product Hunt and earned 5 upvotes and 4 comments, placing #147 on the daily leaderboard. Most AI proposal tools give everyone the same generic output. This one is built on what actually drives reply rates. Hits the 150–250 word Upwork sweet spot, auto-extracts screening questions (70% of rejections miss these), writes in your real voice, and tells you which work sample to attach (+35% reply rate). Runs on your own Claude API key (~$0.01/proposal). One-time purchase. No installation needed.
On the analytics side, Proposal Engine competes within Productivity, Freelance and Artificial Intelligence — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how Proposal Engine performed against the three products that launched closest to it on the same day.
Who hunted Proposal Engine?
Proposal Engine was hunted by keikei. 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 Proposal Engine including community comment highlights and product details, visit the product overview.
keikei