Author

Grant Cooper

Founder at Cometly

Analytics17 minute read

How do I create a single source of truth for marketing data in my warehouse?

Creating a single source of truth for marketing data in your warehouse means consolidating ad platforms, CRM, and website data into one normalized schema so every team works from the same definitions. This guide covers six concrete steps to fix the architecture problem behind mismatched conversion numbers, with Cometly accelerating the process through pre-built, enriched attribution pipelines.

Grant CooperSeptember 7, 2026

Analytics16 minute read

How do I join attribution data with product data in snowflake?

Joining attribution data with product data in Snowflake means linking campaign performance to real user outcomes — activation, upgrades, and expansion — using a shared key like user_id or session_id across tables. This guide walks B2B SaaS marketing teams through schema auditing, join key standardization, SQL query construction with CTEs, and output validation, with Cometly providing structured attribution data that maps cleanly to product usage tables.

Grant CooperSeptember 7, 2026

Analytics14 minute read

What is a marketing data warehouse and why do I need one for attribution?

A marketing data warehouse is a centralized system that consolidates event-level data from ad platforms, CRMs, and billing tools into one queryable source — the foundation of accurate attribution. This article explains what is a marketing data warehouse and why do I need one for attribution, and how solutions like Cometly make it accessible without building costly infrastructure from scratch.

Grant CooperSeptember 7, 2026

B2B Saas13 minute read

Attribution Data Warehouse for B2B SaaS: What It Is and How to Use It

An attribution data warehouse for B2B SaaS is a centralized system that consolidates touchpoint data across ad platforms, CRMs, and product analytics to trace revenue back to specific campaigns and channels. This article explains what it is, why it matters for long B2B buying cycles, and how modern tools like Cometly deliver the same insights without a costly data infrastructure build.

Grant CooperSeptember 7, 2026

Customer Journeys16 minute read

9 Best Customer Journey Mapping Tools in 2026

This guide reviews nine of the best customer journey mapping example tools for 2026, spanning visual whiteboards, UX research platforms, and data-driven attribution solutions like Cometly — helping B2B SaaS teams move beyond assumptions and connect every touchpoint to real pipeline and revenue.

Grant CooperSeptember 7, 2026

B2B Saas15 minute read

Best Marketing Analytics Tools for SaaS in 2026

This guide breaks down the best marketing analytics tools for SaaS in 2026, evaluating each platform on attribution depth, SaaS-specific reporting, integrations, and pricing. Whether you need to track paid acquisition, calculate CAC by channel, or connect ad spend to closed revenue, this list helps SaaS teams and agencies find the right tool for the job.

Grant CooperSeptember 7, 2026

Customer Journeys17 minute read

Customer Path Analysis: How to Track and Optimize Every Step of the Buyer Journey

Customer path analysis is the framework B2B SaaS marketing teams need to map every prospect touchpoint from first awareness to closed deal, replacing guesswork with a sequential, evidence-based view of the buyer journey. This guide covers key metrics, attribution models, and a practical workflow for connecting ad spend directly to revenue.

Grant CooperSeptember 7, 2026

Metrics17 minute read

What marketing analytics metrics should b2b saas companies track?

B2B SaaS marketing teams need a structured metrics framework spanning acquisition, pipeline, revenue, and attribution to accurately measure impact across long, multi-stakeholder buying cycles. This guide covers the essential marketing analytics metrics B2B SaaS companies should track, the tools built to capture them, and how platforms like Cometly connect ad spend directly to closed-won revenue through multi-touch attribution.

Grant CooperSeptember 7, 2026

Customer Journeys15 minute read

Customer Journey Map Definition: What It Is and Why It Matters for B2B SaaS Marketers

A customer journey map definition goes beyond theory — for B2B SaaS marketers, it's a strategic tool that visualizes how prospects move from first touch to paying customer, exposing attribution gaps and misallocated spend. This article breaks down the core definition, key components, and how to connect your journey map to real attribution data for smarter, revenue-driven decisions.

Grant CooperSeptember 7, 2026

Analytics15 minute read

How do I build a marketing analytics dashboard that shows real roi?

Building a marketing analytics dashboard that shows real ROI requires unifying ad platform data, CRM records, and revenue figures into a single multi-touch attribution view — not just clicks and leads. This guide walks through the exact steps to connect every touchpoint to closed-won revenue, with Cometly offering a fast, integration-ready solution for B2B SaaS teams.

Grant CooperSeptember 7, 2026

Metrics13 minute read

How do I measure the roi of content marketing?

Measuring the ROI of content marketing requires more than a simple formula — it demands a full tracking infrastructure that connects content touchpoints to closed revenue. This guide walks B2B and SaaS teams through defining true content costs, setting up attribution, and using tools like Cometly to identify which content is worth scaling.

Grant CooperSeptember 7, 2026

Customer Journeys17 minute read

How to Do Customer Journey Mapping: A Step-by-Step Guide for B2B SaaS Marketers

This step-by-step guide teaches B2B SaaS marketers how to do customer journey mapping using real attribution data — not assumptions — to identify drop-off points, uncover which channels truly influence decisions, and optimize ad spend for measurable growth. Cometly's data-driven approach transforms journey mapping from a static exercise into a live performance tool.

Grant CooperSeptember 7, 2026

Customer Journeys15 minute read

How to Map a Customer Journey: A Step-by-Step Guide for B2B SaaS Marketers

This guide walks B2B SaaS marketers through exactly how to make a customer journey map grounded in real data — from defining buyer stages and identifying key touchpoints to assigning attribution and making smarter, revenue-focused marketing decisions. It provides a repeatable framework for understanding how prospects move from first touch to closed deal.

Grant CooperSeptember 7, 2026

Customer Journeys18 minute read

How do I track the full customer journey from ad click to revenue?

Tracking the full customer journey from ad click to revenue requires a unified attribution pipeline that connects ad platforms, CRM, website, and billing data — without gaps that distort budget decisions. This guide explains how B2B SaaS teams can link every ad click to closed-won revenue using Cometly's AI-powered attribution platform as a single source of truth across the entire funnel.

Grant CooperSeptember 7, 2026

Analytics12 minute read

What is the difference between marketing analytics and business intelligence?

Marketing analytics and business intelligence both rely on data and dashboards, but they serve fundamentally different scopes, audiences, and questions — and confusing the two leads to costly reporting blind spots. This article breaks down the key distinctions and explains how purpose-built tools like Cometly deliver the precise campaign attribution and channel ROI insights that broad BI platforms simply aren't designed to provide.

Grant CooperSeptember 7, 2026

Customer Journeys16 minute read

How do I connect ad data to my crm to see the full customer journey?

This guide explains how to connect ad data to your CRM to see the full customer journey by linking UTM parameters and click IDs across your ads, website, and CRM contact records. Using a marketing attribution platform like Cometly, B2B teams can trace every deal back to its originating campaign and make budget decisions based on real pipeline and revenue—not just clicks.

Grant CooperSeptember 7, 2026