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Marketing agent notes

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Jun 3, 2026

How withUtm() Closes the Marketing Attribution Gap

Only 41% of marketing leaders rate their measurement mature (McKinsey). withUtm() moves CTA tagging from authors to the system in 30 minutes.

  • 12 min read
  • How-To Guides
Follow the steps

May 30, 2026 · Updated Aug 22, 2026

First-Touch vs. Last-Touch Attribution: Why Both Fail

About 10 buyers, 2 form fills, and one channel gets 100% of the credit. Why first- and last-touch both fail, and what replaces them.

  • 12 min read
  • How-To Guides
Follow the steps

May 29, 2026

Pipeline-Influenced Revenue: How to Define It for B2B and SMB

Only 18.2% of B2B teams run integrated attribution (RevSure 2025). Define pipeline-influenced revenue in three parts that survive a CFO.

  • 12 min read
  • How-To Guides
Follow the steps

May 28, 2026

The Trust Gap: Attribute Pipeline to Every Asset

64% of B2B marketing leaders do not trust their measurement (Forrester). Per-post attribution finds which asset produced pipeline.

  • 17 min read
  • How-To Guides
Follow the steps

Feb 12, 2026

AI Marketing for Cannabis: The Compliance Playbook

Cannabis AI starts with the compliance contract, not the campaign. Approved sources, visible consent, stop rules, human review throughout.

  • 3 min read
  • Industry Insights
Read the field note

Feb 8, 2026 · Updated Jun 27, 2026

Email Automation That Improves One Business Result

Generic drip campaigns measure sends. Build email automation against one business result: calls, response time, proposals, retention.

  • 4 min read
  • AI Guides
Read the breakdown

Feb 3, 2026

How to Choose an AI Marketing Consultant for One Workflow Gap

A consultant who pitches tools before seeing your buyer path is guessing. Five tests that separate diagnosis from a demo reel.

  • 5 min read
  • How-To Guides
Follow the steps

Jan 28, 2026 · Updated Jun 27, 2026

Marketing Automation 101: Start With One Gap

Most teams start automation with a software menu and stall. Start with one measurable gap instead: response time, qualified calls, or retention.

  • 4 min read
  • How-To Guides
Follow the steps

Jan 24, 2026

AI Marketing Execution Roadmap: One Buyer Path at a Time

Roadmaps die from breadth. One buyer path, one owner, one workflow contract, and a proof review before anything expands.

  • 3 min read
  • AI & Automation
See where this lands

Jan 23, 2026 · Updated Jun 26, 2026

GEO vs SEO: How to Build Pages AI Can Trust

SEO, AEO, and GEO are one system, not three playbooks. Pages that answer clearly and prove claims win all three surfaces at once.

  • 8 min read
  • AI & Automation
See where this lands

Jan 22, 2026 · Updated Sep 2, 2026

Cannabis Marketing Compliance: Keep the System Inspectable

AI touching cannabis marketing without a compliance contract is a liability engine. Consent, age gates, claim review, and human approval before anything ships.

  • 2 min read
  • Industry Insights
See the contract

Jan 21, 2026

Build an Email Follow-Up System That Moves Revenue

Most follow-up sequences send on a timer, not on buyer movement. Build one around a single measurable gap and let the CRM decide the next send.

  • 5 min read
  • How-To Guides
Follow the steps

Jan 20, 2026

Cannabis Schedule III Planning: Build Systems That Still Work

Schedule III headlines change nothing if your channels are rented. Owned search, consented follow-up, and inventory-aware paths work under any rule.

  • 2 min read
  • Industry Insights
Read the field note

Jan 19, 2026 · Updated Jun 26, 2026

ChatGPT Ads: What Businesses Should Prepare

ChatGPT ads are real now: Ads Manager beta, CPC bidding, managed buys. What changed, what it costs, and what to prepare before testing.

  • 6 min read
  • AI & Automation
See where this lands

Jan 16, 2026 · Updated Jun 26, 2026

Google AI Overviews and SEO: What Still Works

AI Overviews did not replace SEO fundamentals; they raised the bar on them. Crawlable, source-backed, direct answers still win the citation.

  • 8 min read
  • How-To Guides
Follow the steps

Jan 15, 2026 · Updated Jun 26, 2026

AI Customer Path Mapping: Fix the Next Handoff

You do not need the whole path mapped. Fix the next handoff: signal, source, owner, AI task, stop condition, measurement.

  • 4 min read
  • AI Guides
Read the breakdown
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