This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
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?
the screening question auto-extraction is genuinely clever, that's the piece most freelancers (including me) consistently screw up and it's refreshing to see a tool that treats it as the core problem instead of an afterthought
How does it learn your "real voice" accurately enough without needing to see a bunch of your past proposals first? Curious if it works decently for someone just starting out on Upwork with no real history to pull from yet.
how does it actually learn my voice from just a few past proposals, and does it keep improving the more i use it or stay static after the initial setup
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.
Proposal Engine was featured in Productivity (655.6k followers), Freelance (31.2k followers) and Artificial Intelligence (473.1k followers) on Product Hunt. Together, these topics include over 254.4k products, making this a competitive space to launch in.
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.
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