Aniko

Aniko is an adaptive SAT preparation platform that turns scattered prep books, videos, and schedules into one guided path toward a higher score. The problem it solves is familiar to every test-taker: students rarely know precisely which skills are costing them points, how much they can realistically improve before their test date, or what they should practice today. Aniko answers all three with data. A detailed diagnostic measures current ability across the skills the digital SAT actually tests — Craft and Structure, Words in Context, Text Structure and Purpose, algebra, advanced math, and more — and reports mastery percentages, average time per question, and an estimated score range for both the Math and Reading and Writing sections. Because the experience runs entirely in the browser, students can practice on a laptop at home, a school Chromebook, or a phone between classes without installing any software. Underneath every practice session runs an IRT-inspired psychometric model, the same family of ability estimation used in high-stakes standardized testing. Rather than counting correct answers like a simple quiz app, Aniko estimates ability from the difficulty of the questions a student answers, updates a live score estimate after every response, and projects a predicted score progression toward the chosen test date. Baseline, daily movement, and likely outcome are presented as separate honest numbers, which is what makes the product's score claims feel credible rather than marketing. That model drives the adaptive study plan. Based on the diagnostic, the test date, and the weekly intensity the student selects, Aniko assembles daily tasks that attack the weakest skills first and rebalance as mastery shifts; change the intensity or the date and the projected hours and predicted gains recalculate. Practice runs on an endless bank of 28,000+ SAT-style questions, 200+ full-length practice tests, and timed adaptive sessions that mirror the real exam. Every answer is followed by instant step-by-step feedback explaining both the correct reasoning and where the student's thinking went wrong. A real-time AI tutor delivers guided explanations, step-by-step coaching, and proactive feedback whenever a student studies — unlimited on premium plans — and a built-in Desmos graphing calculator replicates the tool students will use on the actual digital SAT. Aniko wraps that engine in a deliberately game-like experience because consistency, not content, is what most students lack. Levels, XP, achievements, daily streaks, and a live leaderboard turn study sessions into visible progression, while friends features let students browse each other's journeys and celebrate milestones together. An error log on auto-pilot silently collects every missed question and resurfaces it later, so weak spots are revisited without the student maintaining a personal mistake notebook. The flagship promise is the Score Guarantee. The diagnostic locks in a guaranteed minimum score tied to the student's plan; if the student completes at least 90 percent of it and the official College Board score still falls short, Aniko refunds up to three months of subscription payments or grants 12 months of free access.