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Legacy Tool - Unreliable API

This tool relies on an unofficial API (pytrends for Google Trends) which is frequently rate-limited and unreliable. The tool may fail or return incomplete data. Use with caution.

Google Trends Forecasting

Use cases

Planning content calendars around seasonal peaks Timing product launches and campaigns Identifying emerging vs declining topics Batch forecasting for keyword research

Predict future search demand using Google Trends data combined with NeuralProphet time series forecasting.

Supports both single keyword analysis and batch processing of multiple keywords.

Streamlit App

Platform

Browser-based (no installation required)

Input

Keyword or CSV with keywords

Forecast settings

Output

Forecast CSV/Excel with predictions and charts

Launch App View Source

Features

  • Single keyword or batch processing
  • NeuralProphet ML forecasting
  • Seasonality detection
  • Interactive visualisations
  • Excel/CSV export

How to use

  1. 1 Choose Single Keyword or Batch Upload mode
  2. 2 Enter a keyword or upload your CSV file
  3. 3 Configure forecast settings in the sidebar
  4. 4 Click Submit to generate predictions
  5. 5 Review the trend visualisation
  6. 6 Download your forecast (CSV or Excel)

Want me to run this for you?

I offer this as a managed service. You get the insights without touching the tool.

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