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MIBI
The NEET Biology question bank that traces answers to NCERT
NEET has a 0.4% selection rate. 15+ lakh aspirants compete. Most fail not from concept gaps from semantic gaps. They understand biology but lose marks because their answers don’t match NCERT’s exact wording. I will be one of them next year A NEET Biology question bank (500+ PYQs) where every correct answer traces to its exact NCERT source line. You see the precise paragraph. You understand why wrong options trap you. You eliminate wording gaps.
Top comment
Hey PH I’m Aamir, 17. I lost marks on a unit test in biology not because I didn’t understand the concept I understood it cold. I lost them because my answer didn’t match NCERT’s exact wording. That’s when it hit me: NEET isn’t testing if you know biology. It’s testing if you know how NCERT expresses biology. So I built MIBI. Every question in our bank traces to its exact NCERT source line. You see the precise paragraph. You understand why trap options fool you. You eliminate semantic gaps—the ones that cost thousands of aspirants marks they don’t deserve. 0.4% selection rate. 15+ lakh aspirants competing next year. Most will fail from wording, not concept gaps. This is my proof-of-concept for med-tech. Come build with me.
About MIBI on Product Hunt
“The NEET Biology question bank that traces answers to NCERT”
MIBI was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #45 on the daily leaderboard. NEET has a 0.4% selection rate. 15+ lakh aspirants compete. Most fail not from concept gaps from semantic gaps. They understand biology but lose marks because their answers don’t match NCERT’s exact wording. I will be one of them next year A NEET Biology question bank (500+ PYQs) where every correct answer traces to its exact NCERT source line. You see the precise paragraph. You understand why wrong options trap you. You eliminate wording gaps.
On the analytics side, MIBI competes within Education — topics that collectively have 78.9k followers on Product Hunt. The dashboard above tracks how MIBI performed against the three products that launched closest to it on the same day.
Who hunted MIBI?
MIBI was hunted by Aamir Usman. 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 MIBI including community comment highlights and product details, visit the product overview.

