The best customer feedback tool is the one that preserves the evidence your next decision needs.
A feedback board is useful when product requests need voting, status, and public follow-up. An in-app survey is useful when a team needs a focused answer during a specific customer moment. A visual bug tool is useful when developers need a screenshot, browser state, and reproducible technical detail. Product analytics is useful when the team needs behavioral evidence. A support inbox is useful when a person needs an answer. A research repository is useful when interviews and qualitative evidence must be synthesized.
Buying one category as though it were another creates predictable disappointment. A survey response does not become a roadmap by itself. A vote does not explain why a large customer is blocked. A heatmap does not tell you what outcome the user expected. A support ticket can solve the immediate question while the product signal disappears into a closed conversation.