What happens during the analysis
VibeScale examines the code, structure, and metadata of the repository to infer your product’s profile. While the analysis runs, the panel displays “Analyzing your app…” — this is normal and usually takes a few minutes. You don’t need to do anything at this point. You can leave the page open or come back later — the result is saved on the panel.What is displayed after Discovery
When the analysis finishes, the panel shows a set of automatically inferred fields:App category
The market segment your app fits into (e.g., productivity, fintech, health).
Target audience
Who the app was built for — user profile or customer segment.
Problem solved
The main pain point the app addresses, identified from the code and product structure.
Differentiator
What makes your app distinct from existing alternatives.
Wow Moment
The moment when the user first realizes the real value of the product.
Use case
The concrete scenario in which the app is used and delivers the most value.
Core feature
The central feature that sustains the app’s value proposition.
Competitors
Products or alternative solutions competing in the same market space.
- Detected features — tags with features identified in the repository
- Confidence score — a bar indicating how solid the inferences are, based on the repository’s completeness and clarity
- Tech stack — languages, frameworks, and tools detected
- Routes and endpoints — mapping of routes or endpoints found in the code
Data origin: web search vs. AI inference
Some fields, especially Competitors, indicate the source of the information:
- via web search — data obtained through active search from external sources
- via AI inference — data deduced from the code and repository structure
What to do if the analysis takes too long
The panel shows 'Still processing...'
The panel shows 'Still processing...'
Larger repositories or those with more complex structures may take longer to analyze. Wait a few minutes and reload the page — the result is automatically saved as soon as the analysis finishes.
Status stays 'In Progress' for a long time
Status stays 'In Progress' for a long time
If after 10 minutes the status is still In Progress, check that the connected repository is accessible and has meaningful code. Contact support if the issue persists.
Status changed to 'Failed'
Status changed to 'Failed'
Click Run again on the panel to restart Discovery. If the error persists, contact support with the repository name and the time of the attempt.