How does iDBQuery help a marketing analyst?

Marketing data is scattered across ad platforms, web analytics, the CRM and a pile of exported spreadsheets, and joining it is usually the analyst's least favourite part of the job. iDBQuery pulls those sources into one live model so you can ask a marketing question end to end.

Questions a marketing analyst asks iDBQuery: - Which channels drove the most pipeline per dollar spent last quarter? - What is our cost per qualified lead by campaign this month versus target? - How does trial-to-paid conversion differ by acquisition source?

iDBQuery connects to ad-platform and analytics data through REST APIs, warehouses or CSV exports, joins it to the CRM, and writes the SQL for you. Instead of rebuilding a spend-versus-pipeline spreadsheet every week, you ask the question and get a chart or live dashboard back.

The differentiator that keeps analysts credible: every figure is cited back to its source row, so a ROI or attribution number can be traced to the exact spend and conversion records rather than taken on faith. That matters when a channel owner disputes their cost per lead.

iDBQuery does not replace your analytics stack; it lets you interrogate everything at once, prototype metrics fast, and hand simple self-serve questions back to the marketing team so you can focus on the analysis that changes budget decisions.