How each claim is supported:
Tap any marked phrase for its source.
Section 1 of 9
How this industry makes money
In one sentence
A game company funds development, launches, and then earns from players, usually through a store that takes a share. Most of the cost comes before any revenue arrives.
Six pools of money decide the year.
| Pool | What it is | Who controls it |
|---|---|---|
| Development cost | Salaries for designers, artists, engineers and testers | The studio |
| Marketing and discovery | Ads, trailers, influencers and store placement | The publisher, and the stores' algorithms |
| Sales and in-game spending | Game sales, in-game purchases and subscriptions | Players |
| Store fees | The share stores and platforms keep | Stores and platform owners |
| Talent and rights | Performers, licensed music and characters | Contracts and unions |
| Live operations | Updates, servers and support after launch | The studio |
AI touches development cost most directly, then marketing and live operations. It touches sales through how players react to it, and talent through new contract rules.
Section 2 of 9
Where AI touches the economics
In one sentence
Development cost: lower, mostly in tools. AI helps write code, test builds, translate text and draft documents. Few use it for art or features players see.
Discovery: harder. AI makes it cheap to release games, and more are released each month. A game has to stand out in a bigger crowd.
Player trust: fragile. Players have objected to AI-made art and pushed studios to remove it. A small saving can become a large reputational cost.
Talent: new rules. Performers' union contracts now require consent and disclosure for AI replicas. A studio that uses an AI voice without consent risks a dispute.
Marketing: cheaper drafts. Publishing and marketing teams use AI more than studios do. Trailers, store text and ad variants cost less to produce.
Time saved is not money saved. Faster work pays only if the game is better, ships sooner, or the team is smaller.
Section 3 of 9
What is already happening
In one sentence
| Who | What they did | Reported result | What the source does not show |
|---|---|---|---|
| Game professionals (GDC, 2026) | Surveyed more than 2,300 people on AI | 36% use it; 52% say it harms the industry | The views of players, or of the global industry evenly |
| Game professionals (GDC, 2026) | Reported where they use AI | Asset generation 19%; player-facing features 5% | What it saved |
| Games on Steam (independent count, 2026) | Disclosed AI use on store pages | 30.8% of new releases in 2026, up from 10.9% in 2024 | How many large studios' games are included |
| Frontier Developments (2025) | Used AI for character portraits in a major release | Removed them after player backlash | Any effect on sales |
| SAG-AFTRA and major publishers (2025) | Settled an 11-month strike | Consent and disclosure required for AI replicas of performers | How it will be enforced |
Two patterns stand out. AI is spreading fastest in games players may never find, while the people who make and play games are turning against it. And the rules for using performers' likeness are now written into contracts.
Section 4 of 9
What could change next
In one sentence
Scenario 1: Players accept AI in major games. A large release uses AI openly and sells well without backlash. Assumes: the quality is high and the use is disclosed. Signal to watch: a major game disclosing AI use and holding its review scores. Last checked: September 2026. The most visible case so far ended with the studio removing the AI content.
Scenario 2: Stores fill so fast that discovery breaks. Cheap AI-made games crowd store pages, and good games struggle to be seen. Assumes: release volume keeps growing. Signal to watch: the monthly number of new releases on major stores, and changes stores make to how they rank games. Last checked: September 2026. About 31% of new Steam releases carry an AI disclosure, and most of the growth in releases comes from them.
Scenario 3: More workers win AI rules. Artists, writers and developers, not only performers, bargain for consent and credit rules on AI. Assumes: union support keeps rising. Signal to watch: new union contracts at studios that mention AI. Last checked: September 2026. Performers won consent and disclosure rules in 2025.
All three reward the same preparation: AI used first where players do not see it, a public rule for when they do, and contracts that settle consent before production.
Section 5 of 9
Who gains and who loses
In one sentence
Gain: small teams. AI lets a few people make and ship a game that once needed many.
Gain: publishers and marketing teams. They use AI most, for drafts, ads and store text.
Gain: players who want more choice. There are more games to play, if they can find the good ones.
Lose: studios that surprise players. Undisclosed or careless AI use has already forced reversals.
Lose: games that depend on being found. More releases mean more competition for attention.
Mixed: artists and performers. Some tasks shrink, but performers won consent rules, and others may follow.
Section 6 of 9
Where to look before you invest
In one sentence
| Where | Prerequisite | Cost range for a company with $20 million to $500 million in revenue | Most common reason it fails | Pitch you will hear |
|---|---|---|---|---|
| Code, testing and build tools | A team lead who reviews what AI writes | Low to moderate; per seat | Bugs in code nobody checked | "Ship twice as fast" |
| Localization and paperwork | A native speaker who checks each language | Moderate | Errors that players notice and share | "Every language at launch" |
| A public rule for AI players see | A written policy, and a person who signs off each use | Staff time | Written after a backlash, not before | "Players will not notice" |
| Consent in talent contracts | Contract language reviewed by counsel | Legal time | Old contracts that never mention AI | "The voice is ours to use" |
The cost ranges are illustrative and will be replaced with reviewed figures. The order matters more than the amounts: tools players never see come first, because they save money without risking trust.
One test before any contract. Ask the vendor to run its tool on a finished part of your last game and compare the result with what your team shipped.
Section 7 of 9
Up and down the chain
In one sentence
Stores. Store pages are filling with AI-made games, and stores decide how to rank them.
Social and video platforms. Players find games through video and social apps that are changing their own feeds and ad systems.
Investors. Funds are repricing companies based on what AI will do to them.
Legal advisers. Contracts with performers, artists and licensors now need AI terms.
Section 8 of 9
Questions for your team
The same ground, for whoever owns each answer. Bring them to your next leadership meeting.
Ask leadership
Where do players see AI in our games, and do they know?
A good answer
A list, with how each use is disclosed.
Push back if you hear
“Players will not notice.”
Ask head of studio
Which tools do teams use AI in, and who reviews the output?
A good answer
A list by team, with a named reviewer.
Push back if you hear
“Everyone uses what they like.”
Ask head of publishing
How will the next game stand out in a store filling with AI-made games?
A good answer
A plan for discovery, with a budget.
Push back if you hear
“The game will speak for itself.”
Ask general counsel
Do performer and artist contracts cover AI use and consent?
A good answer
Checked contracts, with gaps listed.
Push back if you hear
“The old contracts are fine.”
Ask finance
What did AI tools save last year, after their cost?
A good answer
A figure by team.
Push back if you hear
“It is hard to measure.”
Ask head of people
How do staff feel about AI, and how is that affecting retention?
A good answer
Survey results and a plan.
Push back if you hear
“They will get used to it.”
Section 9 of 9
What changed
In one sentence
September 29, 2026: first published.
July 2026 (reflected at launch): an independent count found 30.8% of new Steam releases in 2026 carry an AI disclosure. Affects sections 2, 3 and 4.
January 2026 (reflected at launch): 52% of game professionals said generative AI is harming the industry. Affects sections 1, 3 and 4, and sets the guide's main conclusion: use AI first where players do not see it.
July 2025 (reflected at launch): performers won consent and disclosure rules for AI replicas. Affects sections 2, 3 and 6.
Decision exercise
Write your prediction and one line of reasoning before you compare it with the guide.
Sources
GDC Festival of Gaming, 2026 State of the Game Industry reportJanuary 29, 2026
80 Level, GDC survey: over 50% of game devs say generative AI harms industry2026
WhereWeWork, One in three US game developers laid off, GDC 2026 finds2026
Totally Human Media, The surprising new number of generative AI games on SteamJuly 2025
Games.gg, Steam AI disclosures could cover more than half of new gamesJuly 2026
ScreenHub, Steam's generative AI disclosure use is reportedly up 800% in 20252025
PocketGamer.biz, Video games strike ends after 11 months as SAG-AFTRA ratifies new contractJuly 2025