Oilist is a generative art app for iOS that converts photos into unique, non-repeating paintings using computer vision.
Product velocity
Dormant
Daily rank 🇺🇸
#82
Photo & Video · paid
Sentiment
4.8
4k reviews
Nemesis
Lensa AI: Photo Editor
The App DNA
What makes this app unique?
Users hire Oilist for high-resolution, one-time-purchase artistic transformation that avoids the recurring subscription costs of modern AI-filter apps.
For Photography enthusiasts and digital artists seeking to convert personal photos into unique, high-resolution fine art.
What does it look like?
Key features
Analyzes photos using computer vision to paint unique, non-repeating simulated brush strokes.
Saves generated artwork at 4k resolution for physical printing or high-definition display.
How much does it cost?
The $2.99 USD price point provides full access to all generative tools and 4k export capabilities without recurring subscription friction.
Velocity
Dormant developmentShow more...
5 versions in history. Development pace: zombie.
Who built it?
3DTOPO
7 apps tracked · Photo & Video
ComicBook!
Visionist
HOPE Meme Maker
ComicBook! Pro
enhanceAl
DeepThinkUser Sentiment
What do users think recently?
Review voice lately leans excited. Users appreciate realtime adjustable painting settings allow users to create infinite artistic variety from photos.
How are ratings & reviews evolving?
What users say, by theme
- Realtime adjustable painting settings allow users to create infinite artistic variety from photos
- Sluggish painting performance and unresponsive UI states occur during the image generation process
49 of 49 recent reviews analyzed · high confidence · Excited overall
Read the full review analysisUnlock 1 user request, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Oilist
How's the Photo & Video market?
Oilist currently ranks #89 Paid in the US Photo & Video category, with a 4.78 rating across 3,778 total ratings. The consistent ranking decline across international markets suggests the app is losing discovery momentum to subscription-based AI rivals.
Read the market outlookThe rivals identified
By Prisma labs, inc.
Lensa dominates the AI-art transformation niche with massive scale and a high-velocity release cadence that directly competes with Oilist's artistic filter value proposition.
- Aggressive AI-model updates every few weeks keep the artistic output fresh and trending
- Subscription-based monetization model funds continuous R&D for new artistic styles and filters
- Cross-platform availability on both iOS and Android maximizes the potential user base reach
Unlock the head-to-head verdict: where this rival wins, and where it loses.
Access the full report for freeThe Analyst's Read
Key takeaways for Oilist
Where is it heading?
The generative art market is consolidating around high-frequency video updates, leaving Oilist's static-only model exposed. Unless the team addresses the rendering performance and restores legacy presets, the app will continue to lose discovery rank to subscription-based competitors.
- Performance regressions in the latest update (sluggish rendering) erode the daily active habit, which compounds the rating drag already visible on newer hardware.
- The one-time purchase model remains a strong differentiator against subscription-heavy AI rivals, providing a clear value anchor for price-sensitive users.
The SWOT
- One-time purchase model removes subscription friction
- Generative engine creates high switching costs
- 4K export supports professional-grade physical output
- Education partnerships for digital art training
- Expansion into video-based generative art
Next best moves
Ship progress indicator during rendering because users report uncertainty during long generation times → reduce churn
+ 1 more prioritized moveThe counter-intuitive read
Users report: Oilist's #89 rank is a deceptive risk…
Read the full takeFeature gaps
Real-time video generation (available in Momo but missing here) +1
Since the last report: Oilist is experiencing performance regressions on modern hardware and increased competitive pressure, shifting the narrative from a stable generative tool to one at risk of churn.
Bottom line
Oilist holds a unique position through its one-time purchase model, but performance instability on modern hardware threatens its premium status. The PM must prioritize rendering stability and user feedback loops to defend against high-velocity subscription rivals.
Unlock 3 critical frictions, 3 market threats, 1 more prioritized move and the analyst’s take.
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