Poor AI Accuracy & Quality Users consistently report that the AI-generated images do not resemble the original subjects, often creating distortions, incorrect features, or entirely different people/animals. This undermines the core value proposition of an AI photo editor.
Missing Feature high
Hard · Improving core AI model accuracy, consistency, and quality is a highly complex and resource-intensive task, requiring significant R&D and diverse training data.
Unclosable Ads Block Usage A significant number of users, particularly on iPhones, report that the 'X' button to close ads is often placed in an unreachable area (e.g., under the battery or Wi-Fi indicator). This traps users in ads, making the app unusable until they force-close and restart, often losing their progress.
UX Design high
Easy · This is a straightforward UI/UX bug related to ad placement and screen safe areas that can be fixed with proper testing and adjustment of ad display logic.
Overly Aggressive Content Censorship Users, including paying subscribers, are frustrated by new or increased censorship that flags innocent images (e.g., bikinis, tank tops) or common words (e.g., 'hugging') as 'sensitive content.' This limits creative freedom and makes the app less useful, especially for an 18+ rated app.
Customization high
Medium · Requires re-tuning AI content moderation models and potentially implementing user-configurable filtering options, which involves balancing safety with user autonomy.
Undisclosed Usage Limits & Hidden Paywalls Many users, even those with paid subscriptions, discover unexpected limitations on features like 'hug videos' or a finite number of edits/retries, after which they are prompted to pay extra. This feels like a 'bait and switch' and leads to frustration and a sense of being ripped off.
Workflow high
Easy · This is primarily a business model and communication issue. Clearly disclosing all limitations upfront or adjusting subscription tiers for truly unlimited access is straightforward.
Misleading Free Trial & No Preview Users are frequently misled by 'free trial' offers that either charge them immediately, don't provide a true trial, or require payment before showing any results. The lack of a genuine preview or sample before committing to a subscription is a major deterrent.
UX Design high
Easy · Implementing a transparent, fully functional free trial or allowing users to generate a few sample images without payment is a straightforward product decision.
Lack of Diversity & AI Bias Users of color repeatedly report that the AI 'whitewashes' their images, changes their ethnic features to Eurocentric ones, or misrepresents their gender. This lack of inclusivity makes the app unusable and offensive for a significant portion of the user base.
Missing Feature high
Hard · Addressing AI bias requires extensive retraining of models with diverse and representative datasets, a long-term and complex undertaking.
Inappropriate Content Generation Despite a 12+ rating, the AI occasionally generates sexually explicit or hyper-sexualized images from innocent inputs, which is disturbing for users, especially parents whose children use the app. This indicates a failure in content safety filters.
UX Design medium
Medium · Requires improving content safety filters and moderation, which can be challenging to implement effectively without over-censoring or false positives.
Slow Processing Times Users complain about excessively long wait times for image generation, sometimes up to an hour, even for basic transformations. This significantly degrades the user experience, especially when compared to faster alternatives.
Workflow medium
Medium · Requires optimizing backend infrastructure, AI model efficiency, or offering tiered processing speeds, which can involve significant engineering effort and cost. 