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How LinqFolio's Reading DNA works

7 min readLire en français

Written by

Ayindé Louisin-Manigat

President of LinqFolio S.A.S

Your Reading DNA in LinqFolio: a unique organic shape, where each dimension reflects your reading preferences (style, pace, structure, themes, complexity).

If you've already opened LinqFolio, you've probably noticed a feature that looks a bit like a literary personality test: the Reading DNA. Three loved books, one or two abandoned ones, a few seconds of waiting, and you get a portrait of yourself as a reader. The question comes up a lot: how does it actually work? Here's the answer, with no magic and no jargon.

The starting point: three books and a bit of honesty

It all begins at sign-up. You give us three books you loved, plus one to three you abandoned — together with the reason you put each of them down (too dense, too slow, boring, confusing, other).

Why include the abandoned ones? Because what you don't enjoy is just as telling as what you adore. Without that signal, we'd end up recommending universally praised classics that you personally couldn't stand.

What you get back, within seconds

Once you confirm, the app does some quick work behind the scenes and hands you back a layered profile:

  • A dominant archetype — the one that best captures who you are, drawn from the twelve profiles we've defined.
  • A five-axis radar — a chart of your preferences across style, pace, structure, themes and complexity.
  • A personalized description — a few sentences that capture your relationship with reading, written for you.
  • A full distribution — your relative weight across all twelve archetypes, because nobody is purely one thing.

The twelve archetypes — who are you, really?

At the heart of the Reading DNA sits a typology of twelve literary profiles. Not three, not sixteen — twelve, because that's the sweet spot between nuance and readability. Here they are:

  • The Architect of Chaos — you love fragmented narratives, bold structures, books that refuse to be tamed at first glance.
  • The Existentialist Monk — you look for meaning in slow, deep books — the ones that leave you in silence after the last page.
  • The Adrenaline Junkie — page-turners, thrillers, adventure: what keeps you flipping pages is urgency.
  • The Lyrical Dreamer — language above all else. You go in for poetry, musical prose, vivid imagery.
  • The Demanding Intellectual — you want a book to make you think; you read essays and dense texts at your own pace, no rush.
  • The Classic Storyteller — the great narrative tradition: well-built stories, strong characters, a clear voice.
  • The Consciousness Explorer — speculative fiction of ideas, philosophy, anything that opens up the mind.
  • The Escape Reader — you read to leave. Romance, fantasy, comfort reads: reading as a refuge.
  • The Dystopian — dark futures and unsettling presents. You like a book that makes you doubt.
  • The Initiatic — quest stories, inner journeys, books that change the reader as the character grows.
  • The Radical Minimalist — short sentences, stripped-down atmosphere, the essential and nothing else.
  • The Baroque — full-blown exuberance. Rare words, long sentences, abundance.

You're not pinned down to a single box. The app gives you a dominant archetype, but it also hands you the full distribution. You might perfectly well be 38% Classic Storyteller, 22% Lyrical Dreamer, 14% Initiatic, and so on. That nuance is what makes your recommendations genuinely personal.

What is the radar for?

The archetype gives you an identity. The radar is a map. It shows where you're more demanding or more relaxed on specific aspects of a book:

  • the style you appreciate (sober, lyrical, baroque);
  • the pace you put up with (slow, steady, breathless);
  • the structure of the narrative (linear, fragmented);
  • the themes that draw you in;
  • the complexity you enjoy.

Together, archetype and radar tell two complementary stories: who you are as a reader, and how you actually read. That's how the app can estimate whether a particular book will suit you — before you've even opened it.

It evolves with you

The Reading DNA doesn't freeze the moment you sign up. It shifts with every action you take in the app: finishing a book and posting a review, abandoning one, favouriting a title, scanning a book in a shop, offering a swap.

Each of those gestures fine-tunes your profile. Every time you open your Reading DNA page, the app pulls the latest version. If your dominant archetype has shifted — because your reading has tilted you towards a different profile — it lets you know with a dedicated animation.

That's one of our beta testers' favourite moments: watching your profile slide quietly from Classic Storyteller to Consciousness Explorer over six months is a small, concrete proof that you've grown.

What it actually powers

The Reading DNA isn't a gimmick. It feeds several core features of the app:

  • Per-book compatibility score. When you scan a book in a shop or look at a feed suggestion, the app shows straight away how well that title fits you — together with a drop-off risk indicator. Better to know before sinking twenty hours into the wrong book.
  • Personal recommendations. A list of titles aligned with your profile — not picked by an opaque algorithm chasing screen time, but tuned to your actual taste.
  • The shareable card. You can generate a visual version of your Reading DNA — your archetype, your colours, an excerpt — and share it on Instagram or send it in a private message.
  • The Mystery Book. A surprise pick, chosen to take you a step outside your comfort zone but calibrated so you're likely to love it anyway.
Three concrete use cases powered by your Reading DNA: a compatibility score shown before any purchase, recommendations tuned to your taste, and a Mystery Book calibrated to surprise without disappointing.

What about privacy?

Your Reading DNA is your profile. It lives on your phone and on our servers (which sit in Europe), accessible only to you unless you explicitly decide to share it.

What we don't do: sell your profile to third parties, make it public by default, or use it to target ads. The full details live in our privacy policy.

In short

Three loved books, one or two abandoned, and you walk away with a layered reader profile: a dominant archetype out of twelve, a five-axis radar of preferences, a description of yourself as a reader. That profile evolves with every interaction and powers recommendations, compatibility scores, social sharing, and the Mystery Book surprise.

The goal is simple: help you choose better, avoid disappointments, and discover books that actually fit you. No opaque algorithm, no targeted ads, no artificial gamification.

Haven't tried it yet? You can download LinqFolio for iOS and Android and generate your profile in a few minutes. Three books — that's the whole entry ticket.

Frequently asked questions

What is LinqFolio's Reading DNA?

The Reading DNA is a reader profile computed from three loved books and one to three abandoned ones. It combines a dominant archetype (out of twelve literary profiles), a five-axis radar (style, pace, structure, themes, complexity) and a personalized description that captures your relationship with reading.

How many reader archetypes does LinqFolio have?

Twelve. Architect of Chaos, Existentialist Monk, Adrenaline Junkie, Lyrical Dreamer, Demanding Intellectual, Classic Storyteller, Consciousness Explorer, Escape Reader, Dystopian, Initiatic, Radical Minimalist, Baroque. Each user receives a dominant archetype plus a full distribution across all twelve.

Does the Reading DNA evolve over time?

Yes. The profile shifts with every action in the app: a book finished, a review posted, an abandon logged, a favourite added, a book scanned, a swap offered. If the dominant archetype changes, the app announces it with a dedicated animation.

What does the Reading DNA actually power in the app?

It powers the per-book compatibility score shown when you scan a title, the personal recommendations in your feed, the shareable Reading DNA card and the Mystery Book — a surprise pick calibrated to take you slightly outside your comfort zone without disappointing you.

Does the Reading DNA respect my privacy?

Yes. The profile is private by default, hosted on European servers, accessible only to you. LinqFolio doesn't sell your profile to third parties and doesn't use it to target personalized ads. Full details are in the privacy policy.

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