Documentation

Extract & Load functionality in AI Agent

Updated on

Sep 22, 2025

Overview

Automate your entire marketing data pipeline with a single prompt. The AI Agent interprets your natural language requests to build, configure, and manage complex data extraction and loading workflows effortlessly.

Use Cases

Data sources research

Prompt:

  • "Help me find all campaigns in Reddit Ads for this account using API"

Result:

AI Agent connects to the Reddit Ads API, retrieves all campaign data for the specified account, and delivers a comprehensive summary formatted for analysis.

Find the report type according to requirements

Prompt:

  • "Find the extraction template for Google Ads that contains keywords, search query and campaign together"

Result:

AI Agent identifies the precise extraction template containing the fields specified in the prompt and also suggests an alternative option.

Row usage estimation

Prompt:

  • "Help me estimate the number of rows for the Meta (Facebook) Ads data extraction"

Result:

AI Agent researches all available Meta (Facebook) Ads templates, analyzes your account structure via the Discovery API, and provides a precise row count estimate with a recommended multi-template extraction strategy.

List all extracts

Prompt:

  • "Show me a list of all extracts for this account"

Result:

Agent queries the database to retrieve and present a comprehensive list of all active data extracts and their associated sources for your account.

Complete Extract + Load use case

Extract creation prompt:

  • "Create an extract Facebook Ads campaign performance data starting from September 17, 2025, and schedule it every day at 2 AM UTC."

Result:

AI Agent creates an extract using the optimal template, and configures a daily automated extraction at the specified time.

Load creation prompt:

  • "Create a load for this extract to GBQ. Load this immediately after extraction."

Result:

AI creates a load with automatic data load immediately after each extraction completes

Conclusion

Whether it's selecting the right extraction template or organizing a fully automated data flow, AI Agent is designed to understand your goal and perform the necessary technical steps.

Setup guide

Schema information

Settings

No items found.

Troubleshooting

Troubleshooting guides

Check out troubleshooting guides for
Extract & Load functionality in AI Agent
here:

Limits

Frequently asked questions

No items found.
☶ On this page
Description
Related articles
No items found.
No items found.

Questions?

Improvado team is always happy to help with any other questions you might have! Send us an email.

Contact your Customer Success Manager or raise a request in Improvado Service Desk.