Frequently Asked Questions

RecoSensei is a free MyAnimeList (MAL) profile analyzer that uses machine learning to discover your unique anime taste profile. Think of it as a personality test for your anime preferences, but instead of answering quiz questions, we analyze your actual viewing history and ratings on MyAnimeList.

What Makes RecoSensei Different?

Unlike traditional recommendation systems that simply suggest popular anime, RecoSensei takes a taste-first approach. We don't just look at what you watched – we analyze how you rate anime across multiple dimensions to understand your deeper preferences:

• Character Relationships - Do you prefer deep character dynamics or action-driven plots?
• Depth & Themes - Are you drawn to philosophical narratives or straightforward storytelling?
• Visual Style - Do you value animation quality and artistic direction?
• Atmosphere & Worldbuilding - Do you prefer immersive worlds or character-focused stories?
• Tone - Do you lean toward lighter, uplifting content or darker, serious themes?
• Emotional Intensity - Do you seek emotional depth or prefer lighter entertainment?

How It Works: The RecoSensei Process

Step 1: Enter Your MyAnimeList Username
Simply type your MAL username on our homepage. No signup, no login, just your public MAL username.

Step 2: We Analyze Your Profile
Our machine learning algorithm fetches your anime list through MyAnimeList's official public API and analyzes your ratings, completed anime, and viewing patterns. This takes about 30-60 seconds depending on list size.

Step 3: Get Your Complete Taste Profile
Within a minute, you receive a comprehensive analysis that includes:

What You Get

1. Your Anime Taste Archetype
We classify you into one of 7 distinct taste archetypes (Igniter, Confidant, Binger, Seeker, Uplifter, Heartwarmer, or Abyss Diver). Each archetype represents a unique viewing style with its own rarity percentage showing how common your taste is among MAL users.

2. Radar Chart Analysis
A visual breakdown comparing your taste across 6 dimensions against the average MAL community member. See exactly where your preferences deviate from the norm.

3. Personalized Badges
Earn humorous badges based on your viewing behavior – from "Iyashikei Monk" to "Romcom Investor" to "Niche Wannabe". Each badge has its own rarity rating.

4. Your 3×3 Grid
Algorithmically generated 3×3 grids for both anime and manga showcasing the titles that best represent your taste profile. Perfect for sharing on social media or Reddit.

5. Personalized Recommendations
Get tailored anime and manga recommendations with confidence scores (0-100%) explaining exactly why each title matches your taste. Every recommendation includes an explanation like "Because you liked: [Specific titles from your list]".

Key Features

• 100% Free - No paywalls, no premium tiers, no hidden costs
• No Signup Required - Just enter your MAL username and go
• Instant Results - Get your complete profile in under a minute
• Privacy-Focused - We only access public MAL data, no credentials needed
• Shareable Profiles - Get a unique URL and downloadable share cards
• Both Anime & Manga - Comprehensive analysis for both mediums
• Ad-Free Experience - Clean, fast, distraction-free interface

The Technology Behind RecoSensei

RecoSensei uses a hybrid recommendation engine combining:

• Machine Learning - Neural network trained on thousands of MAL profiles
• Collaborative Filtering - Find similar users and their top-rated anime
• Content-Based Analysis - Match anime features with your preferences
• Taste Profiling - Multi-dimensional preference mapping

The result? Recommendations that actually match your taste, not just what's trending on MAL this season.

Who Should Use RecoSensei?

• Anime fans stuck in "what should I watch next?" paralysis
• MAL users curious about their taste profile and archetype
• People who want recommendations beyond mainstream hits
• Users looking to discover hidden gems that match their specific preferences
• Anyone wanting to understand their anime viewing patterns better

Ready to discover your anime archetype? Head to our homepage and enter your MAL username to get started. Learn more about the 7 anime taste archetypes or check out our community statistics to see how many profiles have been analyzed.

The archetype system is the core of RecoSensei's taste analysis. Using machine learning, we classify your anime preferences into one of 7 distinct taste archetypes, each representing a unique viewing style.

The classification process analyzes your MyAnimeList ratings across 6 taste dimensions:

• Characters & Relationships - How much you value character development and dynamics
• Depth & Themes - Your preference for philosophical or thematic complexity
• Visual Style - Importance of animation quality and artistic direction
• Atmosphere & Worldbuilding - Preference for immersive settings
• Tone Spectrum - Whether you lean darker or lighter content
• Emotional Intensity - Your tolerance for emotional depth vs. lighter fare

The 7 Archetypes

Igniter - Thrives on action-packed intensity and high-energy narratives
Confidant - Values deep character relationships and emotional bonds
Binger - Enjoys mainstream appeal and popular crowd-pleasers
Seeker - Craves philosophical depth and thematic complexity
Uplifter - Prefers positive, feel-good stories
Heartwarmer - Seeks comfort, healing, and wholesome content
Abyss Diver - Drawn to dark, psychological, and mature themes

Each archetype has a rarity percentage showing how common your taste is. Your archetype evolves naturally as you watch more anime and your preferences change. Learn more about each archetype on our archetypes hub page.

Yes, your data is completely safe. RecoSensei is built with privacy as a priority.

What We Access

We only access your public MyAnimeList data through the official API. This includes:

• Your anime list (titles, ratings, status)
• Your manga list (titles, ratings, status)
• Publicly visible profile information

What We DON'T Need

We never ask for or require:

• ❌ Your MyAnimeList password
• ❌ API keys or tokens
• ❌ Email address or personal information
• ❌ Account credentials of any kind

Data Storage

Your profile data is only stored if you choose to save your results. When you generate a profile:

• You receive a unique profile URL that stores your analysis results
• This allows you to share your profile and return to it later
• If you don't want your results stored, simply don't share or bookmark the URL

We don't track individual users, use analytics cookies, or sell any data. RecoSensei is an ad-free passion project focused on helping anime fans discover great shows.

Recommendation accuracy depends on the size and diversity of your MyAnimeList profile, but our hybrid algorithm is designed to provide highly personalized matches rather than generic popular titles.

How Recommendations Are Generated

We use a hybrid approach combining two proven methods:

• Collaborative Filtering - Finds users with similar taste profiles and recommends titles they rated highly that you haven't seen
• Content-Based Analysis - Matches anime features (genres, themes, style) with your demonstrated preferences

Confidence Scores

Every recommendation includes a confidence score (0-100%) indicating match quality:

• 90-100% - Extremely strong match, very likely to enjoy
• 80-89% - Strong match based on your archetype and ratings
• 70-79% - Good match, worth considering
• 60-69% - Decent match, may or may not align perfectly

Improving Accuracy

For best results:

• Rate at least 20-30 anime on MyAnimeList (more is better)
• Use the full 1-10 rating scale, not just 7-10
• Rate diverse genres to help the algorithm understand your preferences
• Keep your list updated with recent viewing

Each recommendation also includes a "Because you liked" explanation showing which titles from your list influenced that recommendation, giving you transparency into why it was suggested.

No, your MyAnimeList profile must be set to public for RecoSensei to analyze it.

This is because we use the MyAnimeList's official public data API, which can only access publicly visible profile information. Private profiles are not accessible through any API.

How to Make Your Profile Public

1. Log into your MyAnimeList account
2. Go to Settings → Privacy
3. Set "My Anime List" to Public
4. Save your changes

Once your profile is public, you can immediately use RecoSensei to generate your taste profile. Don't worry – you can set it back to private after the analysis if you prefer.

Privacy Note: Making your profile public only affects visibility on MyAnimeList itself. We don't share your data with third parties or use it for any purpose other than generating your RecoSensei profile.

You can re-analyze your profile anytime! There's no limit on how often you can generate a new analysis.

When to Re-Analyze

For meaningful changes in your archetype or recommendations, we suggest re-analyzing after:

• Watching and rating 5-10 new anime
• Updating ratings for shows you've re-watched
• Completing a different genre than usual (your taste may be evolving)
• Every few months to track how your preferences change over time

What Changes Between Analyses

Each analysis is based on your current MyAnimeList data, so updates will reflect:

• New anime/manga ratings added to your list
• Updated ratings for existing titles
• Changes in your taste profile that might shift your archetype
• Fresh recommendations based on new data

Your archetype and recommendations naturally evolve as you watch more anime – so if you've been binging a new genre, don't be surprised if your profile shifts!

Each of the 7 anime taste archetypes represents a distinct viewing personality with unique preferences, rarity levels, and characteristics.

Quick Archetype Guide

🔥 Igniter
Thrives on high-octane action, intense battles, and adrenaline-pumping narratives. Values explosive animation and fast-paced storytelling.

💬 Confidant
Deeply values character relationships, emotional bonds, and interpersonal dynamics. Drawn to romance, friendship, and character-driven narratives.

📺 Binger
Enjoys mainstream hits and popular crowd-pleasers. Appreciates well-produced anime with broad appeal and tends to follow trending shows.

🔍 Seeker
Craves intellectual depth, philosophical themes, and complex narratives. Attracted to thought-provoking stories that challenge conventional storytelling.

🌟 Uplifter
Prefers positive, inspirational content with feel-good vibes. Drawn to stories about growth, optimism, and overcoming challenges with a smile.

☕ Heartwarmer
Seeks comfort, healing, and wholesome slice-of-life content. Values iyashikei (healing) anime, cozy atmospheres, and gentle narratives.

🌑 Abyss Diver
Drawn to dark, psychological, and mature themes. Appreciates morally complex narratives, horror elements, and unsettling atmospheres.

Each archetype has its own rarity percentage showing how common it is among MAL users. For detailed descriptions, example anime, and what each archetype looks for/avoids, visit our complete archetypes guide.

Your 3×3 grid is algorithmically generated to showcase the 9 anime (or manga) that best represent your taste profile – not just your highest-rated titles.

Selection Criteria

The algorithm considers multiple factors:

• Your Ratings - Prioritizes highly-rated titles from your list
• Archetype Alignment - Selects anime that exemplify your specific archetype
• Taste Dimensions - Includes titles across your preferred dimensions (characters, depth, visuals, etc.)
• Diversity - Ensures variety in genres, studios, and release years
• Representativeness - Chooses titles that capture the essence of your taste

Why Not Just Your Top 9?

Simply using your 9 highest-rated anime might include:

• Similar shows from the same franchise
• Titles that don't represent your overall taste diversity
• Random high scores that don't align with your primary preferences

Instead, the algorithm creates a balanced snapshot of your taste that looks cohesive and accurately represents what you're about as an anime fan. You get separate 3×3 grids for both anime and manga.

Pro tip: Your 3×3 grid makes a great profile picture or social media post! Use the share feature to download it as an image.

Yes, RecoSensei is a side project and is 100% free.

What's Included (All Free)

• ✅ Unlimited profile analyses
• ✅ Complete archetype classification
• ✅ Personalized anime & manga recommendations
• ✅ 3×3 grid generation for both anime and manga
• ✅ Shareable profile cards
• ✅ Radar chart analysis
• ✅ Badge system
• ✅ No ads, no tracking, no signup required

Why Free?

RecoSensei is a passion project built to help anime fans discover great shows and understand their viewing preferences.

Want to Support?

If you find RecoSensei helpful and want to support development, you can optionally buy me a coffee. This helps cover hosting costs and motivates continued improvements.