Most car quizzes are really personality quizzes with a car-shaped result at the end.
I wanted to build one that felt a little more honest. Not because an algorithm can know the perfect car for someone, but because the process of choosing a car usually has competing constraints: budget, passengers, daily driving, weekend plans, tolerance for inconvenience, and the kind of compromises a person is actually willing to make.
That became RIDE OR DIE, a car-matching quiz with a roasting AI and buy links for the final recommendations.
The feature is the difficulty selector
The first decision I made was to let people choose how much effort they want to spend.
Easy is a short warm-up with 5–6 questions. Medium goes to 10–12 questions. Hard can use up to 30 questions for people who want the recommendation to dig deeper.
This sounds like a small interface choice, but it changes the whole experience. A quiz that assumes everyone wants the maximum number of questions is asking for commitment before it has earned attention. A quiz that is too short can feel random. Giving people control lets them decide whether they want a quick nudge or a more considered match.
The important part is that the question bank is larger than any one quiz. There are 100+ questions available in total, but a user does not see all of them. The selected difficulty controls how much evidence the matching flow collects.
Why the roast exists
A serious recommendation can become very dry, very quickly. Make, model, drivetrain, price range — useful, but forgettable.
The roast is there to give the result a personality. It should feel like a friend pointing out the contradiction between “I need something practical” and the sports car tab that has been open for three weeks. The joke is not the recommendation; it is the wrapper that makes the recommendation easier to remember.
That distinction matters. The product still needs to respect the answers and the budget. The AI can be playful without pretending that every choice is equally sensible.
The result has to be actionable
A quiz result that says “you are a hatchback person” is not enough. RIDE OR DIE pairs the match with links where someone can continue researching or look for a real purchase.
That turns the result from a personality label into a next step. The quiz helps narrow the search, the explanation makes the match feel understandable, and the links give the user somewhere to go afterward.
I am still tuning the balance between useful detail and a fast first experience. That is the part I like about shipping small products: a feature can be technically finished while the experience is still teaching you what it wants to become.
Try RIDE OR DIE here: https://appbioniclabs.s.gy/agfYHN
I also build VibeCard and AnafTracker. You can find the rest of my apps at https://appbioniclabs.xyz.
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