Platform pulls
Google Ads, Meta, LinkedIn, and Microsoft/Bing data are collected through Apps Script and ad script workflows.
Google Ads, Meta Ads, LinkedIn Ads, and Bing/Microsoft Ads reporting automation into Google Sheets with platform-specific handling and validation.

System architecture
The practical path from source data to reliable reporting output.
Google Ads, Meta, LinkedIn, and Microsoft/Bing data are collected through Apps Script and ad script workflows.
Date windows, conversions, URLs, and platform-specific fields are normalized into shared reporting outputs.
Controlled windows and duplicate handling prevent reruns from corrupting historical rows.
Platform totals, dates, conversions, and Sheet row counts are checked after each run.
Sheets become the shared reporting layer for campaign performance, audience insights, and recurring updates.
Safeguards built in
Before
After
Built multi-platform ads reporting automation for a Sheets-heavy marketing workflow. Platform-specific scripts handled Google Ads, Meta Ads, conversion logic, URL handling, and cross-platform reporting needs while keeping reruns and date windows controlled.
If your reporting process depends on APIs, spreadsheets, ad platforms, or asynchronous exports, I can help turn it into a reliable pipeline with validation, monitoring, and clean outputs.