Do I ship it?

GamesAutomationAutomation + Female Protagonist

Specimen · observed

Should I ship a Female-Led Automation game?

Automation + Female Protagonist

Of 27 developers who shipped a Female-Led Automation 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.. 32 more are announced.

Verdict: strong odds, for a 6 / 10 build.

The middle developer here made $4.5k, ×7.2 the market's $630 for a 6 / 10 build, and 7 in 10 cleared $1.2k. Revenue is up 80% on the market; 32 games are announced against 23 developers who shipped in the last year, ×1.4 per shipper.

Deciding numbers: median 7.2 times the market baseline, revenue up 80% on the market, 32 announced, ×1.4 per developer who shipped in the last year.
Nobody has said they are building this yet.
Automation + Female Protagonist
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 27
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $55k → $2.7k → $98k → $4.5k (still earning) → $2.2k (still earning)
The last cohort is still earning.
Outcomes for Automation + Female Protagonist: Plate 1 · outcomes, 2 yr, n = 27
Bottom 30% $1.3k (exactly $1,258)
Median $4.5k (exactly $4,491)
Top 25% $98k (exactly $97,859)
Top 5% $771k (exactly $771,214)
Developers, 2 yr 27
Released games 41
Announced 32
Effort 6 / 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 80% on the market, supply 475% more developers than the period before.

Free games: 10%, 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.

Automation
effort 6 / 10 · medium · effort 6 sits in the medium band
Female Protagonist
effort 3 / 10 · high · effort 3 sits in the high band

How the rubric works →

Plate 3 · the cost side

What it takes

Effort
6 / 10 · full 3D single-player, physics sims, content-heavy RPG
Systems
Automation; 5 in 10 of the top 25% also carry RPG, Adventure, Building
Price point
$8.99 typical · top 25% priced $19.99 or above
Art
3 in 10 of the top 25% ship with 3D, 2D, Cute
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 91% positive over 6,089 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $1.3k, median $4.5k, 1 in 4 over $97k, 1 in 20 over $770k.

3 in 10 developers made under $1.3k. 7 in 10 of the 6 games released 1 to 2 years ago have fewer than 100 reviews. 32 games are announced against 23 developers who shipped in the last year.

Plate 6 · same mechanic, other settings

Adjacent niches

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

  1. + Job SimulatorStrong odds36 devs · median $57k · 31 announced
  2. + Open World Survival CraftFair28 devs · median $307k · 37 announced
  3. + HorrorFair19 devs · median $8.0k · 29 announced
  4. + HistoricalFair26 devs · median $7.9k · 24 announced
  5. + UndergroundFair20 devs · median $7.4k · 32 announced
  6. + Class-BasedFair19 devs · median $6.6k · 22 announced
  7. + MiningFair105 devs · median $4.9k · 164 announced
  8. + Auto BattlerFair112 devs · median $4.5k · 153 announced
  9. + ProgrammingFair84 devs · median $3.8k · 102 announced
  10. + FishingFair40 devs · median $3.4k · 46 announced
  11. + Turn-Based TacticsFair28 devs · median $2.9k · 36 announced
  12. + DeckbuildingFair44 devs · median $2.8k · 51 announced

All 135 pairs on the Automation page

Plate 7 · comparable specimens, by est. revenue

Comparable games

Capsule Game Released Price Reviews Est. copies Est. revenue Developer
ASKA · EA older $24.99 10,457 79% 314k $7.8M (exactly $7,839,613) Sand Sailor Studio
AETHUS $19.99 2,030 94% 61k $1.2M (exactly $1,217,391) Pawsmonaut Games
Little Rocket Lab $19.99 1,286 90% 39k $771k (exactly $771,214) Teenage Astronauts
Cavalry Girls older $11.99 1,877 88% 56k $675k (exactly $675,157) 中子星游戏研究所
Console Shop Simulator · EA $15.99 516 92% 15k $248k (exactly $247,525) Lance Games
Futanari★Coffee shop $13.99 357 91% 11k $150k (exactly $149,833) W77Games
Cultivation Magic World · EA $12.99 276 78% 8.3k $108k (exactly $107,557) DMG Studio
Arcane Trigger $8.99 363 85% 11k $98k (exactly $97,901) MiniWhale
Lazy Witch's Factory · EA $15.99 204 91% 6.1k $98k (exactly $97,859) MELTCLOCK.Inc
Alice's Gaze $3.99 770 91% 23k $92k (exactly $92,169) Starmoon Cat
Office Simulator $9.99 152 83% 4.6k $46k (exactly $45,554) Tzn Games
Your Second Wife $3.99 135 84% 4.1k $16k (exactly $16,160) Kygua Tech

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