Tag pairdata 30 Sep 2026
Niches / Casual / Artificial Intelligence
Casual + Artificial Intelligence: a typical launch earns $121 in its first year
That is the median of 37 indie paid launches, 2024 Q4 to 2025 Q3. 2 of 76 matured launches earned $100k or more, against 3.5 expected for their price and launch quarter. Releases rose 113% on the year before: 96 against 45.
- Price
- $121 median of 37 launches
- Price vs a year earlier
- +140.0% four quarters on the four before
- Releases, 12 months
- 96 45 the year before
- Upcoming games
- 134 coming soon on Steam
- Games on the store
- 397 carrying both tags
Boards
as of 30 Sep 2026Where this pair stands on each board of the front page. Every value carries its 90% interval and its sample.
| Board | Value | Interval | Sample | Standing |
|---|---|---|---|---|
| Most anticipatedShare of all upcoming wishlist heat on Steam, with the number of upcoming games beside it. | Below this board's minimum sample, so not ranked. Needs 5 or more wishlist-ranked upcoming games. | |||
Launch successLaunches earning $100k or more, against the number expected for their price tier and launch quarter.
| 0.77xhits against expected | 0.56x to 1.36x | 76 launchesindie paid launches 31 Mar 2024 to 1 Apr 2026 (6 to 30 months old) | #4,303 of 6,324pairs on this board |
| Fewer new releasesFewer launches relative to players. Historically this did not predict better launches. | Below this board's minimum sample, so not ranked. Needs 15 or more tracked games and 20 or more releases in each 12-month period. | |||
| Rising demandGaining players faster than same-age games. Descriptive, not a launch signal. | Below this board's minimum sample, so not ranked. Needs 15 or more tracked games and 1,000 reviews in each window. | |||
Pairs are noisier than genres: the demand boards at pair level are indicative only.
Launch success
launches 6 to 30 months oldMatured indie paid launches that earned an estimated $100k or more, against the number expected for games at the same price tier and launch quarter.
- Launches
- 76
- Hit rate
- 1.3%0.0% to 3.7%
- Expected rate
- 4.6%
- Against expected
- 0.77x0.56x to 1.36x
Launch window: indie paid launches 31 Mar 2024 to 1 Apr 2026 (6 to 30 months old). Hit odds are shrunk toward the Steam-wide rate by 3 expected hits.
Revenue spread
75 launchesEstimated lifetime gross of the same matured launches. Half earned less than the median; one in ten earned more than the top figure.
- Bottom tenth
- $0
- Median
- $121
- Top tenth
- $12,199
Estimated from Steam review counts. Lifetime to date, so it differs from the first-year price above.
Supply
raw release countsGames released with both tags, last 12 months against the 12 before.
- Change
- +113%
Parent tags
- CasualNot a genreA theme, mood, feature or presentation tag: never ranked as a market on its own, only inside pairs.
- Artificial IntelligenceNot a genreA theme, mood, feature or presentation tag: never ranked as a market on its own, only inside pairs.
Comparable games
8 indie titlesThe biggest indie games in this pair by estimated lifetime gross. Revenue is shown as a number at 50 or more reviews, as a range at 10 to 49, and not at all below 10.
- Librarian: Tidy Up the Arcane Library! (opens the Steam store)2026 · 25,011 reviews, 94% positiveest. $2.9M
- Graveyard Keeper 2 (opens the Steam store)2026 · 5,767 reviews, 77% positiveest. $2.7M
- PLATiNA :: LAB (opens the Steam store)2026 · 1,833 reviews, 51% positiveest. $742k
- Mech Builder (opens the Steam store)2024 · 508 reviews, 73% positiveest. $103k
- Cellar Keeper (opens the Steam store)2026 · 962 reviews, 89% positiveest. $97k
- TV Archive: Tidy Up Together (opens the Steam store)2026 · 595 reviews, 70% positiveest. $60k
- Starri (opens the Steam store)2023 · 105 reviews, 97% positiveest. $38k
- Saga & Seeker (opens the Steam store)2026 · 179 reviews, 58% positiveest. $36k
More with Casual
pairs with Casual- Casual + Job Simulator$8,44230 launches priced, 54 releases in 12 months
- Casual + LGBTQ+$4,15442 launches priced, 95 releases in 12 months
- Casual + Romance$2,61486 launches priced, 137 releases in 12 months
- Casual + Economy$2,204112 launches priced, 302 releases in 12 months
- Casual + Online Co-Op$1,970104 launches priced, 272 releases in 12 months
- Casual + Capitalism$1,92351 launches priced, 130 releases in 12 months
More with Artificial Intelligence
pairs with Artificial Intelligence- Simulation + Artificial Intelligence$76937 launches priced, 78 releases in 12 months
- 2D + Artificial Intelligenceno price67 releases in 12 months
- Strategy + Artificial Intelligenceno price54 releases in 12 months
- 3D + Artificial Intelligenceno price48 releases in 12 months
- Adventure + Artificial Intelligenceno price41 releases in 12 months
- Puzzle + Artificial Intelligenceno price41 releases in 12 months
Verdicts
in developmentGMD Verdicts will be a written read on a niche, built from the same data and the published method on this site. Join the early list and we will email you when the first ones are ready. Nothing on this page is held back while you wait.