AI Survey Response Summarizer

WHAT IT DOES

AI Survey Response Summarizer helps you quickly extract insights from open-ended survey responses, customer feedback, and qualitative data. Provide raw survey responses, question details, and key themes to track — the agent returns a summarized report with response overview (total responses), key themes with frequency counts, common sentiment analysis (positive, negative, neutral), and 2-3 notable quotes that exemplify the feedback. Designed for marketers, product managers, researchers, and customer experience professionals, this tool turns hours of reading into minutes of insight.

HOW TO USE

Open the AI Survey Response Summarizer in BotSurf. Paste your BotSurf key once — it is stored locally and used only for authentication. In the input panel, paste all open-ended survey responses, include the question(s) asked (e.g., "What do you like most about our product?"), and list key themes you want to track (e.g., "price," "quality," "customer support," "delivery speed"). Press the "Summarize responses" button. Within seconds, receive a clear summary report ready to share with your team, include in presentations, or use for decision-making.

WHAT IT SENDS

When you press "Summarize responses," the agent sends exactly the plain text you typed into the input box — nothing more. No metadata, no location information, no session identifiers beyond your authenticated key, no context from other apps or browser tabs. Usage logs record only the timestamp and a run count for billing purposes; they do not store, inspect, or retain any of your survey data or generated summaries. No information is sent unless you explicitly press the button.

SUBSCRIPTION

$19.99 per month, with a 7-day free trial. Each subscription includes 100 generation runs per month. Unused runs do not roll over. You may cancel anytime from your BotSurf account settings. After cancellation, access continues until the end of the current billing period.

THE PANEL

The agent interface is a compact panel that opens inside BotSurf. It can be dragged anywhere on screen, snapped to the left or right edge, collapsed to a minimal bar, or dismissed entirely with the Escape key. Your input and settings persist within the panel until you clear them.

PLEASE NOTE

AI-generated survey summaries are research planning aids, not definitive market research analysis or statistical reporting. The agent may produce content that is incomplete, biased, or not aligned with the full range of responses. Always review, edit, and verify the summary against the original responses before relying on it for decisions. This tool is not a substitute for professional survey analysis, statistical testing, or market research methodology.