Do I ship it?

GamesChoices MatterChoices Matter + Artificial Intelligence

Specimen · observed

Should I ship an AI Choices Matter game?

Choices Matter + Artificial Intelligence

Of 159 developers who shipped an AI Choices Matter game in the last 2 years: 3 in 10 made under est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method., the middle one made est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method., 1 in 4 cleared est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method., 1 in 20 cleared est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method.. 249 more are announced, ×2.0 for every developer who shipped in the last year.

Verdict: poor odds, for a 4 / 10 build.

The middle developer here made $4.5k, ×9.5 the market's $480 for a 4 / 10 build, and 3 in 10 made under $720; 1 in 20 cleared $420k, ×895 the market median. Revenue is up 305% on the market; 249 games are announced against 124 developers who shipped in the last year.

Deciding numbers: median 9.5 times the market baseline, revenue up 305% on the market, 249 announced, ×2.0 per developer who shipped in the last year.
Nobody has said they are building this yet.
Choices Matter + Artificial Intelligence
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 159
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $6.0k → $21k → $987 → $899 → $8.9k → $8.4k → $5.4k (still earning) → $4.8k (still earning)
The last cohort is still earning.
Outcomes for Choices Matter + Artificial Intelligence: Plate 1 · outcomes, 2 yr, n = 159
Bottom 30% $718 (exactly $718)
Median $4.5k (exactly $4,492)
Top 25% $54k (exactly $53,964)
Top 5% $425k (exactly $425,187)
Developers, 2 yr 159
Released games 365
Announced 249
Effort 4 / 10
AI-buildability Medium
Typical price $8.99

momentum: how a niche's revenue percentiles and developer count moved between two equal, adjacent periods, divided by the market's own move. See method., 12 months: revenue up 305% on the market, supply 225% more developers than the period before.

Free games: 13%, excluded from money figures.

See every window in the explorer →

Plate 2 · systems and tooling

Can AI deliver it?

AI-buildability for this niche is medium: the lowest rating among its tags.

Choices Matter
effort 4 / 10 · medium · effort 4 sits in the medium band
Artificial Intelligence
effort 3 / 10 · high · effort 3 sits in the high band

How the rubric works →

Plate 3 · the cost side

What it takes

Effort
4 / 10 · mid 2D, writing-heavy, or simple 3D
Systems
Choices Matter; 5 in 10 of the top 25% also carry Simulation, Adventure, Visual Novel
Price point
$8.99 typical · top 25% priced $19.99 or above
Art
4 in 10 of the top 25% ship with Story Rich, 2D, 3D
Plate 4 · demand

Why players buy here

The top 25% priced at $19.99 or above; the middle game at $8.99.

The top 10 games average 80% positive over 38,642 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $720, median $4.5k, 1 in 4 over $53k, 1 in 20 over $420k.

3 in 10 developers made under $720. 8 in 10 of the 63 games released 1 to 2 years ago have fewer than 100 reviews. 249 games are announced against 124 developers who shipped in the last year, ×2.0 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

Choices Matter with a different setting or mood, ranked by verdict then median.

  1. + FMVStrong odds108 devs · median $58k · 91 announced
  2. + Escape RoomFair18 devs · median $4.7k · 15 announced
  3. + SportsFair120 devs · median $2.4k · 150 announced
  4. + RhythmFair36 devs · median $2.4k · 35 announced
  5. + Hidden ObjectFair261 devs · median $802 · 273 announced
  6. + TriviaFair26 devs · median $599 · 30 announced
  7. + Board GameFair119 devs · median $479 · 150 announced
  8. + RacingFair51 devs · median $449 · 54 announced
  9. + ChessFair19 devs · median $419 · 20 announced
  10. + Real-Time with PausePoor odds9 devs · median $215k · 23 announced
  11. + RomePoor odds10 devs · median $160k · 19 announced
  12. + World War IPoor odds10 devs · median $57k · 19 announced

All 243 pairs on the Choices Matter page

Plate 7 · comparable specimens, by est. revenue

Comparable games

Capsule Game Released Price Reviews Est. copies Est. revenue Developer
Anno 117: Pax Romana $59.99 12,150 69% 365k $22M (exactly $21,866,355) Ubisoft Mainz
STEINS;GATE 0 older $34.99 7,916 95% 237k $8.3M (exactly $8,309,425) MAGES. Inc.
ReStory: Chill Electronics Repairs $19.99 9,209 95% 276k $5.5M (exactly $5,522,637) Mandragora
Democracy 4 older $29.99 5,891 81% 177k $5.3M (exactly $5,300,133) Positech Games
Road to Empress Ⅱ $18.00 7,773 80% 233k $4.2M (exactly $4,197,420) New One Studio
Teamfight Manager 2 · EA $19.99 2,251 60% 68k $1.3M (exactly $1,349,925) Team Samoyed
S4U: CITYPUNK 2011 AND LOVE PUNCH $13.99 2,324 90% 70k $975k (exactly $975,383) U0U Games
SuperPower 3 older $29.99 982 10% 29k $884k (exactly $883,505) GolemLabs
Kugayama Shiori's Death Diary $24.99 987 95% 30k $740k (exactly $739,954) Laplacian
Whispers from the Star $9.99 1,662 80% 50k $498k (exactly $498,101) Anuttacon
Celestial Empire · EA $19.99 709 89% 21k $425k (exactly $425,187) President Studio
Sunset Motel $18.99 728 77% 22k $415k (exactly $414,742) Efkey Studios
My sexy Neighbour 2 $14.99 849 67% 25k $382k (exactly $381,795) Pocket Rocket Studio 🚀

Estimates: copies = reviews × 30, gross = copies × list price.