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Sambodh IAS
Find. Fix. Finish
Sambodh IAS is an AI-native prep platform for India's UPSC CSE (acceptance rate ~0.1%). It remembers your mistakes, adapts to your progress, and tests what you actually need next. Source-cited MCQs + Mains Subjective Questions (book, chapter, page — no hallucinations). NewsPulse: daily current affairs from The Hindu, Indian Express & Mint, auto-mapped to the UPSC syllabus with Prelims + Mains angles. - skip three newspapers? keep the signal Question Bank : PYQs and other modules
Top comment
Hey Product Hunt 👋 I'm Sabyasachi - built Sambodh IAS solo over the last year. What inspired it: I spent years preparing for India's UPSC Civil Services exam — a 3-stage marathon with a ~0.1% acceptance rate. My best Prelims was 114/200, just shy of the cut. What killed me wasn't a lack of material — it was the opposite. I was drowning in it. NCERTs, standard books, monthly current affairs PDFs, three newspapers a day, ten years of PYQs. The bottleneck was never content. It was knowing what to revise next, and what I'd actually forgotten. The problem: UPSC prep tools today are either static PDFs or coaching videos. Nothing watches you prepare. Nothing remembers that you got rivers of peninsular India wrong three times in April, or that you've never been tested on Article 263. So aspirants re-read instead of retrieving — and retrieval is where memory actually lives. What I built: - An adaptive diagnostic that remembers your mistakes and picks your next question accordingly — Prelims MCQs and Mains subjective. - Every answer is source-cited (book, chapter, page) — no LLM hallucinations. If the AI claims a fact, you can verify it against an NCERT line. - NewsPulse: daily current affairs from The Hindu, Indian Express & Mint, auto-mapped to the UPSC syllabus, with Prelims + Mains angles baked in. Replaces three newspapers. - Places in News drill — UPSC has asked 2–4 of these every Prelims since 2018. Two marks here usually decides your year. - 31 years of PYQs (1995–2025), fully tagged. How the approach evolved: I started thinking I was building a question bank. Two aspirants live-testing the beta for the last 6 weeks taught me that the question matters less than the next question - the platform's job is to be a tutor that picks the right thing to put in front of you at the right time. So the entire architecture got rebuilt around a knowledge graph + spaced retrieval, not a content library. Prelims 2026 is just days away. Open for the next 100 aspirants (and anyone curious how adaptive learning actually works under the hood). Feedback is oxygen — please be brutal. 🔗 https://sambodh-ias.in Find. Fix. Finish.
About Sambodh IAS on Product Hunt
“Find. Fix. Finish”
Sambodh IAS was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #109 on the daily leaderboard. Sambodh IAS is an AI-native prep platform for India's UPSC CSE (acceptance rate ~0.1%). It remembers your mistakes, adapts to your progress, and tests what you actually need next. Source-cited MCQs + Mains Subjective Questions (book, chapter, page — no hallucinations). NewsPulse: daily current affairs from The Hindu, Indian Express & Mint, auto-mapped to the UPSC syllabus with Prelims + Mains angles. - skip three newspapers? keep the signal Question Bank : PYQs and other modules
On the analytics side, Sambodh IAS competes within Productivity, Education and Tech — topics that collectively have 1.4M followers on Product Hunt. The dashboard above tracks how Sambodh IAS performed against the three products that launched closest to it on the same day.
Who hunted Sambodh IAS?
Sambodh IAS was hunted by Sabyasachi Upadhyay. 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 Sambodh IAS including community comment highlights and product details, visit the product overview.