Author

Matt Pattoli

Founder at Cometly

How to Improve Marketing Attribution Accuracy: A 6-Step Action Plan

Marketing attribution accuracy improvements are essential for teams making budget decisions based on flawed, incomplete, or platform-biased data. This six-step action plan helps marketers identify tracking gaps, reduce double-counted conversions, and build a more reliable attribution foundation—so budget flows toward channels that genuinely drive revenue rather than those that simply claim credit.

Matt PattoliMay 15, 2026

Ad Tracking18 minute read

How to Track Ad Performance Across Networks: A Step-by-Step Guide for Multi-Platform Marketers

Marketers running ads on Meta, Google, TikTok, and LinkedIn simultaneously often struggle with conflicting attribution data and inflated platform-reported conversions. This step-by-step guide explains how to track ad performance across networks using a unified, independent measurement system that cuts through platform bias and reveals what is actually driving revenue.

Matt PattoliMay 15, 2026

Pay Per Click14 minute read

Which Ad Platform Performs Best? How to Find the Right Answer for Your Business

Determining which ad platform performs best isn't a one-size-fits-all answer—it depends on your business model, audience, and measurement accuracy. This guide helps marketers running campaigns across Google, Meta, TikTok, and LinkedIn cut through conflicting dashboard data to identify which platforms actually drive revenue for their specific situation, rather than relying on misleading attribution numbers that make every channel look like a winner.

Matt PattoliMay 15, 2026

Conversion Tracking15 minute read

Inaccurate Conversion Reporting: Why Your Ad Data Is Wrong and How to Fix It

Inaccurate conversion reporting occurs when ad platforms like Meta and Google each claim credit for the same conversions, leaving marketers with inflated, conflicting data that makes smart budget decisions nearly impossible. This guide explains why the discrepancies happen across every business size and provides actionable fixes to align your ad platform data with actual sales results.

Matt PattoliMay 15, 2026

Conversion Tracking14 minute read

How to Track Offline and Online Conversions in One Unified View

Learning to track offline and online conversions in one unified view helps marketing teams eliminate the blind spot between digital clicks and real-world sales outcomes. This guide explains how connecting ad impressions to closed deals—whether they happen online or in person—prevents budget from flowing to campaigns that look good on dashboards but fail to drive actual revenue.

Matt PattoliMay 15, 2026

Conversion Tracking13 minute read

Conversion Sync Benefits: How Feeding Better Data to Ad Platforms Transforms Campaign Performance

Understanding conversion sync benefits is essential for advertisers experiencing the common disconnect between ad platform dashboards and CRM data. By feeding accurate, verified conversion signals back to Meta and Google, businesses enable algorithms to optimize on real outcomes rather than flawed data, leading to smarter bidding, better audience targeting, and measurably stronger campaign performance over time.

Matt PattoliMay 15, 2026

Pay Per Click15 minute read

Poor Ad Algorithm Performance: Why It Happens and How to Fix It

Poor ad algorithm performance is often caused not by flawed creative or targeting, but by incomplete, delayed, or inaccurate conversion signals that mislead optimization engines on platforms like Meta, Google, and TikTok. This guide explains why algorithms underperform even with strong campaigns and provides actionable fixes to restore accurate data flow and improve ROAS.

Matt PattoliMay 15, 2026

Conversion Tracking19 minute read

How to Set Up Conversion Tracking for Multiple Campaigns: A Step-by-Step Guide

Managing conversion tracking for multiple campaigns across platforms like Meta, Google, TikTok, and LinkedIn is challenging when each platform reports different numbers and claims credit for the same sale. This step-by-step guide provides a practical seven-step process for setting up reliable, consistent conversion tracking across all your campaigns so you can accurately identify which efforts are truly driving revenue.

Matt PattoliMay 14, 2026

Ad Tracking18 minute read

10 Best Ad Performance Analytics Software for Smarter Campaigns in 2026

Discover the top ad performance analytics software solutions for 2026, designed to unify cross-platform data from Meta, Google, TikTok, and LinkedIn into clear, actionable insights. This guide evaluates tools based on attribution accuracy, AI capabilities, and integration quality to help marketers identify which campaigns and creatives are genuinely driving revenue rather than vanity metrics.

Matt PattoliMay 14, 2026

Conversion Tracking18 minute read

How to Set Up the Conversion API for Shopify: A Complete Step-by-Step Guide

This complete step-by-step guide walks Shopify store owners through conversion API setup for Shopify, explaining how server-side tracking sends purchase and checkout data directly to Meta's servers—bypassing iOS restrictions, ad blockers, and cookie limitations that cause browser-based pixels to miss critical conversion events, resulting in more accurate reporting, better ad optimization, and stronger campaign performance.

Matt PattoliMay 14, 2026

Ecommerce17 minute read

How to Set Up Marketing Attribution for Shopify: A Step-by-Step Guide

Marketing attribution for Shopify helps store owners accurately track which ads and channels are truly driving sales across Meta, Google, TikTok, and email—rather than relying on each platform's inflated self-reported numbers. This step-by-step guide shows you how to connect every touchpoint into a single source of truth so you can confidently allocate your ad budget where it actually generates revenue.

Matt PattoliMay 14, 2026

Attribution Models17 minute read

How to Fix Ad Attribution Data Not Matching: A Step-by-Step Troubleshooting Guide

When ad attribution data is not matching across Google Ads, Meta, your CRM, and Analytics, it signals conflicting attribution models and tracking gaps rather than platform errors. This step-by-step troubleshooting guide helps digital marketers identify the root causes of conversion discrepancies—from iOS privacy restrictions to cross-device tracking issues—and implement practical fixes to bring your reporting into closer alignment.

Matt PattoliMay 14, 2026

Ad Tracking14 minute read

How to Track TikTok Ad Performance: A Step-by-Step Guide for Data-Driven Marketers

Learn how to track TikTok ad performance beyond surface-level metrics like clicks and impressions, using proper attribution methods that capture the full customer journey from initial exposure to final conversion. This step-by-step guide helps data-driven marketers avoid costly scaling mistakes by revealing which TikTok ads genuinely drive revenue, even when conversions happen days later across multiple touchpoints.

Matt PattoliMay 14, 2026

Attribution Models15 minute read

How to Sign Up for Attribution Software and Start Tracking What Drives Revenue

Learn how to complete your attribution software signup the right way by preparing tracking goals, connecting integrations, and configuring your setup before data collection begins. This guide helps marketers running paid ads across multiple platforms eliminate fragmented reporting and start making confident budget decisions based on accurate, complete revenue attribution data from day one.

Matt PattoliMay 14, 2026

Conversion Tracking16 minute read

How to Track Assisted Conversions: A Step-by-Step Guide for Smarter Budget Decisions

Learning how to track assisted conversions helps marketers see the full customer journey beyond last-click attribution, revealing which awareness campaigns, emails, and retargeting efforts contribute to sales. This step-by-step guide walks through setting up assisted conversion tracking across Google Analytics and major ad platforms so you can make smarter budget decisions based on complete data rather than misleading last-touch credit.

Matt PattoliMay 14, 2026

Analytics16 minute read

Real Time Marketing Insights: What They Are, Why They Matter, and How to Use Them

Real time marketing insights give marketing teams immediate visibility into campaign performance, allowing them to catch underperforming ads early and scale winning campaigns before opportunities close. This guide explains how to move beyond delayed weekly or monthly reports and build a data infrastructure that supports faster, more profitable budget decisions across multiple paid media platforms.

Matt PattoliMay 14, 2026