Hack Steam's algorithm with AI-optimized store pages and release strategies
Small gaming businesses struggle to get discovered on Steam due to algorithm changes and market oversaturation, resulting in low wishlists and sales despite high-quality games.
SteamAlgoAI scans your game page, suggests tag optimizations, thumbnail A/B tests, and release windows based on real-time Steam trends. It simulates algo performance to predict visibility boosts. Indies gain top-chart exposure without guesswork.
Indie game developers and small gaming studios releasing on Steam
Daily algo simulations using scraped Steam data and ML models
edgy
Full audit of store page with score and fixes
AI suggests top-performing tags from similar games
Weekly reports on rising genres and player interests
Best dates based on competitor launches and events
Test thumbnail/description variants virtually
Track rankings, impressions, and algo score over time
Dynamic pricing suggestions
Benchmark against peers
Notify on algo shifts
Trailer optimization
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| steam_id | text | Yes |
| tier | text | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| app_id | int | No |
| score | int | No |
| suggestions | text | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| genre | text | No |
| popularity_score | int | No |
| updated_at | timestamp | No |
/api/auditRun page audit
/api/trendsFetch latest trends
/api/auditsList user audits
No history
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 200 | 2% | $116 | $1,392 |
| Month 6 | 1,500 | 4% | $1,740 | $20,880 |
AI decodes algorithm changes daily for indie domination.
Share audit tool teaser on r/playmygame with free audits for first 20. Target itch.io devs transitioning to Steam via Twitter searches. Offer group coaching webinar.
Data richness
No personalization
Actionable AI advice
ML models trained on historical Steam data
Recent algo updates deprioritized big pubs, favoring optimized indies
Scraping bans
Official APIs + proxies
Success: 50 signups
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