AI Cohort Trend Explainer

WHAT IT DOES

The AI Cohort Trend Explainer transforms cohort data — customer acquisition periods, retention rates, revenue per cohort, engagement metrics, or other performance indicators — into a clear, structured trend analysis. The agent analyzes the provided cohort information and produces a concise explanation that includes: an overall cohort performance summary highlighting key patterns across acquisition periods, direct performance comparisons between cohorts (identifying best and worst performers and trends over time), notable anomalies or inflection points that warrant investigation, and actionable insights and recommendations based on the observed trends. The output is designed to help product managers, marketing teams, finance professionals, and business leaders understand how different customer cohorts behave, whether performance is improving or declining, and what strategic actions to take. The agent handles various cohort types including customer acquisition, product adoption, subscription start dates, campaign cohorts, and user segments. It can identify seasonality, the impact of product changes, marketing effectiveness, and customer lifetime value trends.

HOW TO USE

Open the agent in BotSurf by searching for "AI Cohort Trend Explainer" or navigating to the slug directly. Paste your API key once — it stays local and is never transmitted to us. In the input box, describe your cohort data including acquisition periods or cohort definitions, the metrics you're tracking (retention rates, revenue, engagement, etc.), and any relevant context about your business or product changes during the periods. Press the "Explain Cohort Trends" button. Within seconds, you receive a structured cohort trend analysis with key patterns, comparisons, anomalies, and actionable insights. Copy the output, paste it into your cohort analysis reports, share it with your team, or use it to guide strategic decisions. No complex configuration, no data integration — just describe and receive.

WHAT IT SENDS

The agent sends exactly the text you type or paste into the input box — nothing more, nothing less. It does not access your analytics platforms, customer databases, data warehouses, or any external data sources. It does not scan your cohort reports, read your spreadsheets, or examine your browser beyond the explicit input provided. It does not store, log, or retain the content of your requests for any purpose beyond generating the immediate response. Usage logs record only: timestamp, user ID, run count, and success/failure status — never the cohort details, metrics, or generated analysis. All content is transmitted over TLS and discarded immediately after the response is delivered. Billing is based purely on the number of "Explain Cohort Trends" button presses (runs), capped at 100 per month per subscription. No request content is used for model training, analytics, or any secondary purpose. This is an auditable boundary: your cohort data stays yours.

SUBSCRIPTION

$19.99 per month. Includes a 7-day free trial — no credit card required to start. Each month gives you 100 generation runs, enough for multiple cohort analyses, different metric views, or iterative exploration of trends. Unused runs do not roll over. Cancel anytime from your BotSurf subscription dashboard — no questions, no penalties. After cancellation, you retain access until the end of your current billing period.

THE PANEL

Drag the panel anywhere on your screen. Snap it to the left, right, or bottom edge for side-by-side work. Collapse it to a small bubble icon when you need focus. Press Escape to close the panel instantly. All state is saved per session — your input text and API key remain until you clear them.

PLEASE NOTE

This agent assists with cohort analysis and trend interpretation; it does not replace statistical analysis, business judgment, or strategic planning. AI can produce incorrect, incomplete, or misleading insights — always verify any cohort trend analysis that influences product decisions, marketing investments, or customer strategies. For regulated sectors (finance, healthcare, legal, insurance), treat this output as a starting point for internal review, not as professional financial or business advice. The final insights must be approved by your authorized personnel and, where appropriate, reviewed by relevant stakeholders. No liability is accepted for losses arising from reliance on generated content.