Do I ship it?

GamesAutomationAutomation + Robots

Specimen · observed

Should I ship a Robot Automation game?

Automation + Robots

Of 39 developers who shipped a Robot 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.. 104 more are announced, ×4.5 for every developer who shipped in the last year.

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

The middle developer here made $3.8k, ×6.0 the market's $630 for a 6 / 10 build, and 3 in 10 made under $180; 1 in 20 cleared $510k, ×821 the market median. Revenue is down 85% on the market; 104 games are announced against 23 developers who shipped in the last year.

Deciding numbers: median 6.0 times the market baseline, revenue down 85% on the market, 104 announced, ×4.5 per developer who shipped in the last year.
Nobody has said they are building this yet.
Automation + Robots
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 39
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $4.3k → $2.6k → $3.3k → $3.8k → $204k → $7.2k → $2.9k (still earning) → $180 (still earning)
The last cohort is still earning.
Outcomes for Automation + Robots: Plate 1 · outcomes, 2 yr, n = 39
Bottom 30% $180 (exactly $180)
Median $3.8k (exactly $3,774)
Top 25% $23k (exactly $23,079)
Top 5% $515k (exactly $515,307)
Developers, 2 yr 39
Released games 118
Announced 104
Effort 6 / 10
AI-buildability Medium
Typical price $7.99

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 down 85% on the market, supply 45% more developers than the period before.

Free games: 14%, 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
Robots
effort 5 / 10 · medium · effort 5 sits in the medium 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; 8 in 10 of the top 25% also carry Strategy, Crafting, Exploration
Price point
$7.99 typical · top 25% priced $19.99 or above
Art
4 in 10 of the top 25% ship with 3D, 2D
Plate 4 · demand

Why players buy here

The top 25% priced at $19.99 or above; the middle game at $7.99.

The top 10 games average 84% positive over 4,171 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $180, median $3.8k, 1 in 4 over $23k, 1 in 20 over $510k.

3 in 10 developers made under $180. 6 in 10 of the 17 games released 1 to 2 years ago have fewer than 100 reviews. 104 games are announced against 23 developers who shipped in the last year, ×4.5 per shipper.

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. + Female ProtagonistStrong odds27 devs · median $4.5k · 32 announced
  3. + Open World Survival CraftFair28 devs · median $307k · 37 announced
  4. + HorrorFair19 devs · median $8.0k · 29 announced
  5. + HistoricalFair26 devs · median $7.9k · 24 announced
  6. + UndergroundFair20 devs · median $7.4k · 32 announced
  7. + Class-BasedFair19 devs · median $6.6k · 22 announced
  8. + MiningFair105 devs · median $4.9k · 164 announced
  9. + Auto BattlerFair112 devs · median $4.5k · 153 announced
  10. + ProgrammingFair84 devs · median $3.8k · 102 announced
  11. + FishingFair40 devs · median $3.4k · 46 announced
  12. + Turn-Based TacticsFair28 devs · median $2.9k · 36 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
Outpost: Infinity Siege older $24.99 11,636 65% 349k $8.7M (exactly $8,723,509) Team Ranger
Per Aspera older $29.99 4,105 76% 123k $3.7M (exactly $3,693,268) Tlön Industries
FOUNDRY · EA older $29.99 3,272 82% 98k $2.9M (exactly $2,943,818) Channel 3 Entertainment
Automation Empire older $29.99 2,584 65% 78k $2.3M (exactly $2,324,825) DOG HOGGLER
Autonauts older $19.99 3,596 90% 108k $2.2M (exactly $2,156,521) Denki
Taur older $24.99 2,011 79% 60k $1.5M (exactly $1,507,647) Echo Entertainment
Nova Lands older $19.99 2,512 90% 75k $1.5M (exactly $1,506,446) BEHEMUTT
Good Company older $24.99 1,480 73% 44k $1.1M (exactly $1,109,556) Chasing Carrots
Nimbatus - The Space Drone Constructor older $19.99 1,758 78% 53k $1.1M (exactly $1,054,273) Stray Fawn Studio
The Colonists older $24.99 1,052 85% 32k $789k (exactly $788,684) Codebyfire
Microtopia $19.99 881 87% 26k $528k (exactly $528,336) Cordyceps Collective
Blossom: The Seed of Life $16.99 1,011 88% 30k $515k (exactly $515,307) Pebbledust Games
Astronomics · EA $19.99 706 89% 21k $423k (exactly $423,388) Numizmatic
Craftomation 101: Programming & Craft $14.99 636 83% 19k $286k (exactly $286,009) Luden.io
JOY OF PROGRAMMING - Software Engineering Simulator $17.99 378 76% 11k $204k (exactly $204,007) Prof. Scherer
Icaria $24.99 79 75% 2.4k $59k (exactly $59,226) Blindsight Games LLC
Chipmatic $11.99 158 65% 4.7k $57k (exactly $56,833) Molter
Prospector $14.99 111 64% 3.3k $50k (exactly $49,917) Loonworks Games
Mashina $9.99 141 97% 4.2k $42k (exactly $42,258) Talha and Jack Co, J. King-Spooner, Tal… (Talha and Jack Co, J. King-Spooner, Talha Kaya)
Faun Town $10.99 70 68% 2.1k $23k (exactly $23,079) 游乐坊

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