Usersnap is more than a platform to collect and manage feedback: we pave the road for customer-led growth. Usersnap helps digital products increase feedback interactions and gather insights on customer problems. How?

• Feedback widgets with screen capture: makes your communication with users on complicated issues much easier.
• Targeted microsurveys: boosts engagement and ensures precise insights for you to make decisions with evidence.
• Intuitive dashboard and set up: saves time for non-tech savvy teams in research, testing and monitoring customer sentiment.
• Community and conversations: get the collective VoC with community upvotes. Build real relationships with your users by replying to feedback through Usersnap or have a open discussion on the public Usersnap Board.

Usersnap empowers startups to agile enterprises to avoid failures and build products that matter, all with the clarity of customer feedback.

AI coding agents waste most of their context window grepping files and guessing at code structure. Constellation gives them a persistent, team-wide knowledge graph of your codebase (symbol search, dependency graphs, impact analysis) delivered via MCP so every token goes toward reasoning, not discovery.