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Hard Look
System for assessing the viability of your proposed project
Hard Look subjects your business plan to simultaneous scrutiny by 13 domain-specific AI experts — from strategy and economics to tech feasibility and legal — before you commit capital. Each evaluation runs a structured multi-phase pipeline: independent scoring, cross-domain debate, integrated report. Output: 0–100 scores per domain, blind spots ranked by severity, calibrated operational suggestions. Its outputs are distinct from other AI models like GPT.
I believe inspiration can strike anyone, anywhere and at any time. This project is designed to help creators verify whether their ideas are viable.
About Hard Look on Product Hunt
“System for assessing the viability of your proposed project”
Hard Look was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #16 on the daily leaderboard. Hard Look subjects your business plan to simultaneous scrutiny by 13 domain-specific AI experts — from strategy and economics to tech feasibility and legal — before you commit capital. Each evaluation runs a structured multi-phase pipeline: independent scoring, cross-domain debate, integrated report. Output: 0–100 scores per domain, blind spots ranked by severity, calibrated operational suggestions. Its outputs are distinct from other AI models like GPT.
On the analytics side, Hard Look competes within Design Tools, Analytics and Artificial Intelligence — topics that collectively have 903.4k followers on Product Hunt. The dashboard above tracks how Hard Look performed against the three products that launched closest to it on the same day.
Who hunted Hard Look?
Hard Look was hunted by lukin Augustus. 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 Hard Look including community comment highlights and product details, visit the product overview.
lukin Augustus