AttributeIQ vs Spreadsheets
Both AttributeIQ and manual spreadsheet attribution use the same underlying data, GA4 exports in BigQuery. The difference is in how much time and technical skill it takes to build and maintain, and whether the output is something a marketing team can act on without an analyst in the room.
AttributeIQ vs Spreadsheets
Manual analysis
Spreadsheets
Custom attribution built on raw BigQuery exports, requiring SQL skills and ongoing maintenance.
Automated attribution
AttributeIQ
Automated page, channel, and content sequence attribution with board-ready reporting built in.
Spreadsheets vs AttributeIQ Side by Side
Spreadsheets
AttributeIQ
Primary Use Case
Custom attribution modelling on raw BigQuery exports
Automated page, channel, and content sequence attribution
Setup Time
Days to weeks of SQL development
15 minutes
Pricing
Analyst time: £50–£150/hour
£89–£299/month
Data Freshness
Manual refresh required
Automatic, daily
Attribution Models
Rebuild queries for each model
Switch between models instantly
Journey Visualisation
Complex to build, hard to maintain
Built-in Journey Explorer
Channel Attribution
Requires additional query layer
Built-in channel breakdown with trends
Pipeline Reporting
Manual calculation, no deal weighting
Pages and channels tied to closed deals
Board Reporting
Manual slide formatting
One-click Board Summary with PPTX export
Technical Access
Requires SQL knowledge
None required
Ongoing Maintenance
High, queries break, schema changes
None, fully managed
Where Spreadsheets Work Well
Spreadsheets remain useful for specific, one-off analytical tasks where flexibility matters more than repeatability.
Custom Analysis
Analysts can create highly bespoke models, experiment with attribution formulas, and explore datasets in ways no off-the-shelf tool supports.
One-Time Reporting
For a single campaign or a retrospective audit, exporting data into a spreadsheet can be a fast way to explore patterns.
Early-Stage Teams
Companies with no analytics budget and a technically comfortable founder sometimes start here before investing in dedicated tooling.
Where AttributeIQ Wins
AttributeIQ removes the entire operational layer between your data and the decisions that need to be made from it.
Attribution Without Queries
First-touch, last-touch, and multi-touch attribution are calculated automatically. Switch between models instantly without rebuilding formulas.
Pipeline Attribution Built In
Assign deal values to your conversion events. AttributeIQ immediately shows you which pages, channels, and content sequences appear in your highest-value deals.
Channel Influence Analysis
See which traffic channels generate real deal value, how that's trending over time, and which specific pages within each channel are doing the work.
No Manual Refresh
Data is queried directly from your GA4 BigQuery export and updates daily. No exports, no cron jobs, no broken formulas.
Accessible Without Technical Ownership
A VP Marketing or Head of Content can run AttributeIQ independently. A spreadsheet-based attribution model almost always has one person who understands it and everyone else who hopes it doesn’t break.
Board-Ready Reporting
Get a single-screen executive view of your pipeline influence with a one-click PPTX export ready to drop into a board deck.
See Which Pages and Channels Are Driving Your Pipeline
Full journey attribution from first touch to closed deal, with board-ready reporting built in.
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