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AI Product Adoption Deck
12 diagnostics, 80 action cards, 12 workshops - one workflow
Most AI products fail after the first use. Not because the model is bad — because the product decisions around it are. The AI Product Adoption Deck is 104 cards for the moments where adoption breaks: empty prompts, trust gaps, correction loops, agent anxiety, retention drop-off. Each card carries a diagnosis, an action, and a workshop. Drop the PDF into Claude or ChatGPT and get card-level answers on your own product. 124 pages. One-time purchase. Includes a SKILL.md file for any LLM.
Over the past 3 years I've shipped AI features that flopped. Sat in meetings where everyone knew something was off but nobody could put their finger on exactly what. Reached for advice and found blog posts that said things like "improve trust" or "reduce friction." Helpful. But what does that actually mean for the thing you're shipping right now, with a review on Friday and users quietly not coming back?
The deck started as a private doc — a running list of problems I kept hitting and watching other teams hit. Users who stared at the prompt box and left. Outputs that were impressive but that nobody acted on. Corrections that had to be made every single week. At some point the list was long enough that it needed some structure, and the card format grew out of that. I wanted something I could pick up at the problem I had today, not study cover to cover when I had a free week.
The result is the AI Product Adoption Deck which I'm proud to share with you knowing it brings real value. In fact, I'm so confident in the value proposition that I'm offering a 30 day no questions asked money back guarantee on your purchase if you don't see actual results.
The deck has already been privately battle tested with a small group product managers, engineers, consultants and AI teams working in fortune 500 companies - thank you for your invaluable feedback!
What about using it with your favourite model? At some point I realised the deck worked just as well inside a conversation as it did on paper. Drop it into LLM of your choice, describe what you're seeing, and boom - it reasons in the same structure — symptom, diagnosis, card. So I built a proper SKILL companion file for it. That's now part of what ships with the deck.
I hope it saves you the headaches it saved me. If you're not sure whether it's for you — there's a free triage companion at https://aiproduct.cards/triage. Describe what you're seeing and it'll point you to the right part of the deck. Takes two minutes. If you are not sure if it's worth it - start there!
About AI Product Adoption Deck on Product Hunt
“12 diagnostics, 80 action cards, 12 workshops - one workflow”
AI Product Adoption Deck was submitted on Product Hunt and earned 11 upvotes and 7 comments, placing #44 on the daily leaderboard. Most AI products fail after the first use. Not because the model is bad — because the product decisions around it are. The AI Product Adoption Deck is 104 cards for the moments where adoption breaks: empty prompts, trust gaps, correction loops, agent anxiety, retention drop-off. Each card carries a diagnosis, an action, and a workshop. Drop the PDF into Claude or ChatGPT and get card-level answers on your own product. 124 pages. One-time purchase. Includes a SKILL.md file for any LLM.
On the analytics side, AI Product Adoption Deck competes within User Experience, Developer Tools and Artificial Intelligence — topics that collectively have 1.4M followers on Product Hunt. The dashboard above tracks how AI Product Adoption Deck performed against the three products that launched closest to it on the same day.
Who hunted AI Product Adoption Deck?
AI Product Adoption Deck was hunted by Paulius Uza. 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 AI Product Adoption Deck including community comment highlights and product details, visit the product overview.
Paulius Uza
Hey everyone — Paulius here.
Over the past 3 years I've shipped AI features that flopped. Sat in meetings where everyone knew something was off but nobody could put their finger on exactly what. Reached for advice and found blog posts that said things like "improve trust" or "reduce friction." Helpful. But what does that actually mean for the thing you're shipping right now, with a review on Friday and users quietly not coming back?
The deck started as a private doc — a running list of problems I kept hitting and watching other teams hit. Users who stared at the prompt box and left. Outputs that were impressive but that nobody acted on. Corrections that had to be made every single week. At some point the list was long enough that it needed some structure, and the card format grew out of that. I wanted something I could pick up at the problem I had today, not study cover to cover when I had a free week.
The result is the AI Product Adoption Deck which I'm proud to share with you knowing it brings real value. In fact, I'm so confident in the value proposition that I'm offering a 30 day no questions asked money back guarantee on your purchase if you don't see actual results.
The deck has already been privately battle tested with a small group product managers, engineers, consultants and AI teams working in fortune 500 companies - thank you for your invaluable feedback!
What about using it with your favourite model? At some point I realised the deck worked just as well inside a conversation as it did on paper. Drop it into LLM of your choice, describe what you're seeing, and boom - it reasons in the same structure — symptom, diagnosis, card. So I built a proper SKILL companion file for it. That's now part of what ships with the deck.
I hope it saves you the headaches it saved me. If you're not sure whether it's for you — there's a free triage companion at https://aiproduct.cards/triage. Describe what you're seeing and it'll point you to the right part of the deck. Takes two minutes. If you are not sure if it's worth it - start there!