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Paretoify

Master the 20% of language that covers 80% of real conversation.

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Frequently Asked Questions

Everything you need to know about how Paretoify works.

The Method

Why this approach works — and what sets it apart.

Can you really get conversational with just 1,000 words?▾

Yes — and the math backs it up. The top 1,000 most frequent words in any language account for roughly 80–85% of everyday spoken conversation (Zipf's law). You don't need to know every word; you need to know the right words fluently.

Paretoify is built entirely around this principle. Every level, every exam, and every AI session focuses exclusively on your Pareto 1,000 — ranked by real corpus frequency. The Zipf Meter on your dashboard shows your actual coverage as you progress.

Why only 6 languages?▾
Quality first. Spanish, French, German, Italian, Portuguese, and English each have complete Pareto word lists, full AI voice persona support, culturally tuned seasonal content, and native-language translations across all six. Launching 20 languages with a shallow experience would serve no one well. We'd rather do 6 languages properly than 20 languages poorly. More languages are on the roadmap once the core experience is right.
Why no grammar lessons?▾

Grammar is pattern recognition — and your brain builds those patterns faster through massive repetition of real vocabulary in context than through explicit rule memorization. Learners who acquire vocabulary first absorb grammar implicitly as they encounter words in real sentences and conversations.

Paretoify teaches you how words sound and mean in isolation first, then immediately puts them into guided conversations and roleplay scenes. Grammar emerges naturally from that exposure. Explicit grammar instruction comes later, after you have enough vocabulary to make the rules meaningful.

That said — grammar lessons are coming. Once you complete the 1,000-word core, we're expanding into structured grammar tracks, advanced vocabulary beyond the core list, and deeper written language study. The 1,000 words first approach is Phase 1 of a longer journey.

How is this different from flashcards?▾

Flashcards give you recognition. Paretoify builds retrieval under pressure. Every word passes through a timed two-strike Quick Recall exam before it can advance — you have to produce the word quickly, not just recognize it. That retrieval pressure is what creates the durable memory trace your brain needs for real conversation.

On top of that, flashcard apps are silent. Paretoify is voice-first from day one — you're speaking to an AI voice agent, answering questions, and doing roleplay scenes, not swiping cards on a screen. Speaking activates a completely different part of your memory than reading.

I tried immersion before — why is this different?▾

Immersion works well once you have a vocabulary foundation. Without it, you're drowning in incomprehensible input — sounds with no meaning attached. Paretoify engineers comprehensible input: every AI session, every roleplay scene, every mission is built entirely from words you've already learned or are currently learning.

You're never speaking or listening beyond your current level. Once you've cleared all 10 levels, native-media immersion becomes dramatically more effective because 80%+ of what you hear will already be familiar.

Speaking & Learning

How Paretoify scaffolds your progression.

Why learn words in isolation first?▾
A new word needs a clear form-meaning mapping before it can survive in a noisy context. Research (Nation, 2001) shows that isolation learning — where you focus entirely on the word itself, its sound, and its meaning — creates the initial memory trace that context later reinforces. Throwing unknown words directly into sentences before that trace exists leads to guessing, not learning. Paretoify's Phase 1 builds the trace; Phase 2 deepens it.
Why do I have to pass a gate exam?▾
The gate exam (Milestone 1: 100-word recall at ≥80%) exists to protect Phase 2. Roleplay and conversation only work when your vocabulary is strong enough to be real communication — not a guessing game. Skipping the gate would mean spending AI session time struggling with words that aren't solid yet, which is frustrating and ineffective. Think of it as a minimum viable vocabulary threshold.
Should I speak from day one?▾

Yes — but scaffolded speaking, not sink-or-swim speaking. From your first AI session in Phase 1, you're speaking out loud. You're producing words, answering prompts, and getting real-time feedback. But you're only asked to produce words you've just learned — never vocabulary you haven't seen.

By the time you reach Phase 2 roleplay scenes, you're speaking in full sentences. By Flex Mode, you're having open freeform conversations. The difficulty increases in exact proportion to your vocabulary size — that's scaffolded speaking.

Getting Started

What to expect in your first sessions.

How much time per day do I need?▾
One session takes 10–15 minutes. One session per day is enough to make steady progress. Two sessions per day will move you roughly twice as fast. The spaced repetition system (SM-2) is built around daily review — it works best with consistent short sessions, not cramming.
What if I miss a day?▾
Nothing breaks. Your SRS schedule adjusts — reviews that were due yesterday will show up today alongside today's new words. Your streak resets (if you had one), but your vocabulary progress is permanent. Words you've mastered stay mastered.
What level of beginner is this designed for?▾
Complete beginners. You start at Level 1 with the 100 most common words in your target language. A placement calibration at onboarding tests whether you already know some of them — if you do, you skip those words. Intermediate learners who already know 200–300 words will find the first 2–3 levels quick and the system gets more challenging as it hits vocabulary they don't yet know solidly.
Can I use Paretoify alongside another app?▾
Absolutely. Many learners use Paretoify alongside a grammar app or media immersion. We recommend treating Paretoify as your core vocabulary engine — the foundation that makes everything else more effective. Grammar rules land better once you know 500+ words. Shows and podcasts become comprehensible once your Zipf coverage passes 70–75%.
Is the AI conversation actually useful or just a gimmick?▾

It's the most useful part of the app — and here's why: passive exposure doesn't build fluency. Active recall does. The AI voice agent forces you to produce each word out loud, under a time constraint, in a real back-and-forth conversation. That retrieval pressure is what makes memories stick.

Beyond drilling words, the agent drops you into full roleplay scenarios built from vocabulary you've already learned — a café order, a job interview, a street argument. You're navigating real communicative situations, not reciting sentences from a textbook. The agent remembers what you struggled with and brings those words back in future sessions.

The 7 feedback styles (Casual, Compassionate, Street, Gang, Coach, Corporate, and others) aren't cosmetic — they change how the agent teaches, reacts, and challenges you. Pick the voice that keeps you engaged and honest.

Features

What each mode is for.

What's the difference between Flex Mode and regular AI sessions?▾
Regular AI sessions are structured: you learn specific words, take exams, and follow the lesson flow. Flex Mode is freeform — you schedule a real outbound phone call to your number and have an open conversation in your target language. There are no prompts, no vocab lists. It's pure practice at whatever level you're at. Flex Mode unlocks once you have mastered vocabulary to have a real conversation.
What is Companion Mode?▾
Companion Mode lets you paste a YouTube URL and Paretoify extracts the most useful phrases from that video — scored by frequency and difficulty — and adds them to a separate SRS track. It's for learners who want to go beyond the Pareto 1,000 and study vocabulary from specific domains (cooking shows, news, sports commentary). Phrases in Companion Mode don't affect your core level progress.
What are PBucks?▾

PBucks are Paretoify's in-app currency. You earn them by completing lessons, signing up, and via your subscription tier each month. You spend them to unlock individual levels (instead of subscribing), buy the seasonal Battle Pass, or get extra mnemonic images.

PBucks are a wallet — you earn and spend them. XP is separate and is never spent; it determines your Performance Discount automatically.

What happens after Level 10?▾
You will have mastered the top 1,000 most frequent words in your target language — roughly 80% Zipf coverage. At that point, native-media immersion becomes dramatically more effective. We're building post-1,000 features: grammar introduction, endless custom vocabulary beyond the core list, and auto-trending video processing. See the roadmap for details.

Bosses & Exams

The checkpoints that gate your progression.

What are mini-boss checkpoints?▾

Mini-bosses are 8 short challenges woven into each level — 4 in Phase 1 and 4 in Phase 2. They show up automatically as you hit vocabulary milestones and each one awards 1–3 stars plus PBucks.

Phase 1 bosses (by word count):

  • Mnemonic Gallery (word 25) — The agent narrates your first 25 mnemonics. Always 3 stars — it's a reward, not a test.
  • Karaoke Boss (word 50) — A real ~30s AI-generated song using your Level 1 vocabulary. Sing along with the highlighted lyrics.
  • Villain Showdown (word 75) — A villain character challenges you to 5 rapid-fire vocabulary questions. Stars = floor(correct × 3 / 5).
  • Tower of Words (word 100) — A 100-word gauntlet that must be cleared before Milestone 1 unlocks.

Phase 2 bosses follow a similar structure: Phrase Forge (session 2), Eavesdropper (session 5), The Debate (session 7), and The Final Stand (session 10).

What is the Milestone 2 exam?▾

Milestone 2 is the level-completion exam — a 4-floor AI-driven challenge that takes ~8–10 minutes. No pre-generated video required; questions are dynamic and regenerate each attempt so you can't memorize your way through.

  • Floor 1 — Listen & Match: TTS reads 10 sentences; you mark each "Got It" or "Missed."
  • Floor 2 — Story Debrief: TTS reads a short story built from your level's vocabulary, followed by 5 comprehension MCQ.
  • Floor 3 — Translation Gauntlet: 10 MCQ translations with semantically close distractors. No audio.
  • Floor 4 — Production Boss: The villain returns for a live 90-second open-mic challenge — use 10 target words in natural speech.

Clearing Milestone 2 earns 300 PBucks and unlocks the next level. The floor content is cached for 24 hours on retry so your story and questions stay consistent within an attempt window.

What's the Karaoke Boss music — is it real music?▾
Yes. Each Karaoke Boss song is pre-generated using Google Lyria (Vertex AI), an AI music model. One unique song is created per language per level — Spanish Level 1 gets a different song from French Level 1. The song is shared across all users at that level, so everyone hears the same track. The lyrics are written by Gemini to include 15+ vocabulary words from the current level. You sing along with highlighted lyrics on screen while the music plays.
What happens if I fail a boss?▾
Most bosses can be retried immediately — there's no cooldown. Your best star score is always kept; retrying a 1-star run for a 3-star clear is valid. The Tower of Words (word 100) and The Final Stand (P2 session 10) block progression until cleared — all other bosses are optional checkpoints that award PBucks but don't gate your path forward.

Certifications

What you earn as you progress through the levels.

What is the Survival Certification?▾
The Survival Certificate is awarded when you complete Level 1 — the top 100 most frequent words in your target language. At this level you can handle emergency situations, basic introductions, numbers, and the most essential everyday phrases. It's the first proof that you have real vocabulary, not just a few tourist phrases.
What is the Tourist Certification?▾
The Tourist Certificate is awarded at Level 3 — the top 300 words. You can navigate travel, shopping, restaurants, directions, and basic social situations with confidence. Most short trips to a country become manageable at this level. You understand enough to get around and recover when things go sideways.
What is the Navigator Certification?▾

The Navigator Certificate is awarded at Level 5 — the top 500 words. This is the halfway point. Research suggests 500 of the most frequent words covers roughly 70–75% of everyday spoken language. You can hold real conversations, follow simple native content, and express most common ideas — even if imperfectly.

Each certification is a milestone you can share and display. They represent verified, structured progress — not a self-reported fluency level. Completing Levels 7 and 10 unlock further advanced certifications on the roadmap.

Pricing

Plans, billing, and what happens when you change plans.

Do I need a credit card to start?▾
No. The free tier is permanently free — no credit card, no trial expiration. Level 1 (100 words), 3 AI sessions per day, 2 Flex calls per month, and 1,000 PBucks on signup are all yours without any payment information.
Can I cancel anytime?▾
Yes. Cancel from the pricing page at any time. Your Pro or Premium access continues until the end of your current billing period — you won't be charged again after that. No cancellation fees.
What happens if I downgrade?▾
If you downgrade from Premium to Pro, or from Pro to free, your access continues at your current tier until the end of the billing period. At the next cycle, your access adjusts to the new tier. Your vocabulary progress, SRS history, and earned PBucks are never deleted regardless of tier.
Is my voice recorded?▾
Voice audio is processed in real time through Deepgram for speech-to-text and is not stored. The AI agent receives your transcribed text, not the audio itself. No voice recordings are retained after your session ends.

Battle Pass

Seasonal missions, XP tiers, and premium rewards.

What is the Battle Pass?▾

The Battle Pass is Paretoify's seasonal layer on top of your core course. Each season brings a full set of exclusive content tied to real cultural moments — think Easter in Mexico, Carnival in Brazil, Oktoberfest in Germany — powered by the vocabulary you're actively learning.

Concretely, the Battle Pass gives you:

  • Seasonal Missions — cinematic voice-guided roleplay scenarios set in culturally specific scenes. Pack 1 is always free.
  • Mini-seasons & Micro-events — short bonus XP windows tied to holidays and cultural events in your target language's country.
  • Seasonal Vocabulary — culturally relevant phrases (greetings, idioms, slang) that power the missions and deepen your contextual vocabulary beyond the core 1,000.
  • 10-tier XP track — daily and weekly challenges, a global leaderboard, and tier rewards including PBucks, persona skins, and badges.

The Battle Pass is seasonal content — it resets every ~3 months. Your core course progress (levels, SRS, PBucks) is permanent.

Can I unlock the Battle Pass with PBucks?▾
Yes. The premium track costs 600 PBucks — and if you have an active XP Performance Discount, that price drops automatically (up to 360 PBucks at the 40% discount tier). You accumulate PBucks through your subscription, daily learning, and milestone completions. Many active learners can earn the premium track without spending any extra money.
Do seasons affect my core course progress?▾
No. Seasons are a completely separate layer. Your level progress (Levels 1–10), vocabulary SRS schedule, and PBucks balance are all permanent and unaffected by season resets. Season XP and tier rewards reset each season; your core vocabulary learning never does.

Rage Clips & Viral Moments

Recording and sharing your best (worst) moments.

What are rage clips?▾
When the AI coach completely loses it on you during a lesson, you can capture that moment as a short screen recording and share it with friends. The AI's reaction — verbal breakdown and all — gets recorded so you can send it to your group chat.
How do I enable screen recording?▾
The first time the AI heat level rises in a lesson, you'll see a consent prompt asking if you want to capture the moment. Tap 'Capture my rage 🔥' and your browser will ask permission to share your screen. You can decline at any time — lessons work exactly the same either way.
Does Paretoify record me without my permission?▾
Never. The screen recording only starts after you explicitly grant permission in the consent prompt. Recording begins at heat Tier 3 (the 'furious' stage) — not earlier. If you don't tap 'Capture my rage', nothing is recorded.
Where is my clip stored?▾
Until you tap Share, the clip lives only in your browser's memory — it never leaves your device. When you tap Share, it's uploaded to our private storage and a link is generated. That link expires and the clip is deleted 24 hours after sharing.
Can I share clips on social media?▾
Yes. After the explosion sequence, you'll land on the recap page where you can preview the clip and tap Share. On mobile this opens the native share sheet (Instagram, WhatsApp, iMessage, etc.). On desktop it copies a link. The share page has Open Graph tags so the clip previews correctly on Twitter/X, Discord, and other platforms.
What if I'm on iPhone?▾
iOS doesn't support getDisplayMedia (browser screen recording). An iOS-compatible server-side recording path is planned for a future update. For now the feature is available on desktop browsers and Android Chrome.
How do I turn off recording?▾
You can change your consent decision in Settings at any time. If you previously declined and want to enable it, the prompt will reappear on your next lesson.

XP & Performance Discount

How XP determines your discount — automatically.

How does XP work?▾

There are two XP streams that run simultaneously:

  • Season XP — flat amounts per activity, feeds your Battle Pass tier track (the 10-tier ladder).
  • Performance XP — quality-weighted amounts per activity, recorded in a timestamped log. This is what determines your discount. Doing well earns more: a high-quality lesson completion earns 150 XP vs 50 XP for a low-quality one.

Both streams tick up from the same activities — you don't have to think about them separately. Season XP tracks your battle pass progress; Performance XP tracks how much discount you've earned.

What's the XP Performance Discount?▾

Your XP Performance Discount is a discount on your subscription renewal and Battle Pass, earned automatically based on how much Performance XP you've accumulated over the last 30 days. It's never banked — it's recalculated each billing cycle from your rolling window.

Discount ladder:

  • 2,000 XP → 5% off
  • 4,000 XP → 10% off
  • 5,000 XP → 15% off
  • 6,000 XP → 20% off
  • 7,000 XP → 30% off
  • 8,000 XP → 40% off (Pro as low as $14.99/mo, Premium as low as $23.99/mo)

The discount is applied automatically at checkout and at each renewal — you don't need to do anything.

What's the difference between XP and PBucks?▾
XP is a grade — it measures your performance and determines your discount. You never spend XP; it accumulates and the system rewards you automatically. PBucks are a wallet — you earn them from activities and your subscription, and you spend them on level unlocks, the Battle Pass, and extra features. They are completely separate systems and never cross.
Does my discount carry over month to month?▾

Your Performance Discount is recalculated from your last 30 days of activity at each renewal. It is not banked from previous months. If you were active last month but inactive this month, your discount drops to reflect your current 30-day window.

This design rewards consistent learners — the people who are most active get the most savings. It also means a streak of great performance can quickly unlock a meaningful discount even if you just started.

Still have questions? Contact us