Next Up
An experiment by Prashant Matta
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In Hatoful Boyfriend: Holiday Star you: read a story, date characters, romance characters

This game has fewer Steam reviews, so AI read each suggestion and took off the clear misses. It can still be wrong.

645 of 20,285 games share what you do. These 10 fit best after an AI check.

Show same-series games?

1 hidden: Hatoful Boyfriend

Your party Games like Hatoful Boyfriend: Holiday Star

Keeps what you do. Adds something new.

  1. If My Heart Had Wings -Flight Diary-

    • Story
    • Solo
    • Mature
    • Keeps: read a story
    • Keeps: date characters
    • Doesn’t keep: romance characters

    New here: run a simulation

    Why you’d like it: Like Holiday Star, you read a story with romance, but here six standalone stories play with no branches.

    See on Steam: If My Heart Had Wings -Flight Diary- (opens in a new tab)

  2. Trouble Comes Twice

    • Story
    • Solo
    • Mature
    • Keeps: read a story
    • Keeps: date characters
    • Keeps: romance characters

    New here: read and choose, LGBTQ+ characters

    Why you’d like it: You again date characters through a story, but here you pick between twins Hazel and Jace and chase a romance bet.

    See on Steam: Trouble Comes Twice (opens in a new tab)

  3. XOXO Droplets

    • Story
    • Solo
    • Keeps: read a story
    • Keeps: date characters
    • Keeps: romance characters

    New here: run a simulation, a female lead

    Why you’d like it: Another otome where you read and date, but here you play a nameable heroine at a boarding school wooing obnoxious guys.

    See on Steam: XOXO Droplets (opens in a new tab)

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  1. My Secret Pets!

    • Story
    • Solo
    • Mixed reviews
    • Keeps: read a story
    • Keeps: date characters
    • Keeps: romance characters

    New here: a female lead

    See on Steam: My Secret Pets! (opens in a new tab)

  2. Sushi Ben

    • Simulation
    • Solo
    • Keeps: read a story
    • Doesn’t keep: date characters
    • Doesn’t keep: romance characters

    New here: fish, a cute look

    See on Steam: Sushi Ben (opens in a new tab)

  3. Backstage Pass

    • Story
    • Solo
    • Keeps: read a story
    • Keeps: date characters
    • Keeps: romance characters

    New here: run a simulation, a female lead

    See on Steam: Backstage Pass (opens in a new tab)

  4. Raptor Boyfriend: A High School Romance

    • Story
    • Solo
    • Less played
    • Keeps: read a story
    • Keeps: date characters
    • Keeps: romance characters

    New here: run a simulation, dinosaurs

    See on Steam: Raptor Boyfriend: A High School Romance (opens in a new tab)

  5. Milky Way Prince – The Vampire Star

    • Story
    • Solo
    • Mature
    • Keeps: read a story
    • Keeps: date characters
    • Doesn’t keep: romance characters

    New here: LGBTQ+ characters, psychological horror

    See on Steam: Milky Way Prince – The Vampire Star (opens in a new tab)

  6. STEINS;GATE: My Darling’s Embrace

    • Story
    • Solo
    • Mature
    • Keeps: read a story
    • Keeps: date characters
    • Doesn’t keep: romance characters

    New here: a female lead, psychological horror

    See on Steam: STEINS;GATE: My Darling’s Embrace (opens in a new tab)

  7. CAFE 0 ~The Drowned Mermaid~

    • Story
    • Solo
    • Mixed reviews
    • Keeps: read a story
    • Doesn’t keep: date characters
    • Keeps: romance characters

    New here: a female lead, psychological horror

    See on Steam: CAFE 0 ~The Drowned Mermaid~ (opens in a new tab)

Played one of these? See what to play after it: If My Heart Had Wings -Flight Diary-Milky Way Prince – The Vampire StarSTEINS;GATE: My Darling’s Embrace

AI wrote the “Why you’d like it” lines, and a second AI pass checked them against each game’s store page. They can be wrong, so check the store page before you buy.

How this list was made

645 of 20,285 games share what you do. These 10 fit best after an AI check.

What gets in

A game is what you do in it, so a pick has to share what players say you do most. If fewer than ten games earn a place, the list stays short.

Games from the same series start hidden, and the next best fits take their places. Choose Yes to show them in their places on the list.

Lists use the tags Steam players vote on, plus each game’s Steam store page.

Less played means far fewer Steam reviews than the game you finished. Mixed reviews means 60 to 69% of its Steam reviews are positive.

What only changes the order

A shared setting, look or popularity can move a game up or down, but it can’t put a game on the list by itself. Being set in space, for example, isn’t enough: a pick has to keep something you do.

What isn’t known

No players have tested this. Newer and smaller games have less data.

Privacy

To learn whether this works, the page records how it’s used. This is all of it.

What’s recorded

Searches

The text you type is never sent to Next Up. If it matches a game Next Up knows but has no list for, only that game’s number is recorded. If it matches nothing, only the fact that it matched nothing is recorded, with a rough length such as 4 to 6 characters.

Suggestions show a small image of each game, loaded straight from Steam’s image servers. So while you type, Steam sees which games’ images your browser asks for, though not the text itself.

The random ID

Your browser keeps a random ID for up to 6 months after your last visit, so repeat visits can be counted. It’s created when the first batch of this record goes out, which is your first action or the first time you leave or switch away from the page, whichever comes first. It’s stored in this browser, not in a cookie.

The ID is kept like this only in the US, Canada outside Quebec, Australia and New Zealand. Everywhere else, nothing is stored for it: the ID lasts only until you close or reload the tab, so a return visit counts as a new one. That’s decided from the location Cloudflare reports for your connection, so a VPN can change it. If it reports no country, or Canada with no region, nothing is stored either.

From your connection

The record keeps your country and region, device type, operating system and browser family, language, and the kind of site you came from. Your IP address, city and network aren’t stored, and this recording uses no cookies. Cloudflare may set a security cookie of its own.

Who else sees a visit

Cloudflare hosts the page and this data, and handles your connection like any web host. Store links and Steam searches go to Steam only if you click them, and Steam then sees that visit.

Game art loads straight from Steam’s image servers (shared.akamai.steamstatic.com and shared.fastly.steamstatic.com): on the first screen’s game tiles as soon as it opens, in search suggestions as you type, and on each list. So your browser contacts Steam for those images, and Steam sees that connection and which games’ images were asked for.

Google Analytics is blocked on this page by its security policy, but the rest of pmatta.design uses it.

AI-written lines

The “Why you’d like it” lines on cards were written by AI ahead of time and checked by a second AI pass. No AI runs while you browse.

How long it’s kept

Up to 13 months.

Turn counting off

Turning it off stops this browser sending anything and removes the ID. The choice is kept in this browser, so clearing site data turns counting back on, and so can a browser that clears such data by itself, as Safari can after 7 days without a visit. If your browser sends Global Privacy Control, counting is already off, and the ID is removed. What was sent before you turned it off is kept for up to 13 months, like the rest.

To ask about any of this, write to privacy@pmatta.design.