// INSIGHTS

Ideas for building
what growth needs next.

Practical field notes on growth platforms, revenue operations, automation, SEO and AI search visibility.

Get Cited by AI with LLM SEO: Optimize 10–20 Pages for B2B Teams

Execution first LLM SEO for B2B teams. Optimize 10–20 priority pages, fix rendering and schema, and align content with engineering to win AI citations.

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Dual Score Lead Scoring Models for B2B: 80/60 Thresholds

B2B marketing and RevOps implementation: dual fit and intent score templates, ACV aware routing, hold for scoring windows, and a CRM checklist.

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Salesforce Marketing Attribution for Admins & RevOps: Build vs Buy

Practical Salesforce-native playbook for Admins and RevOps: enable Campaign Influence, choose build vs buy, and run custom weighted-category models...

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Franchisors: Governance First Franchise Marketing Systems in 60–90 Days

Pilot franchise marketing systems in 60–90 days with a governance first approach. Prioritize integrations, naming, permissions and POS attribution.

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Engineers: 4 Growth Engineering Projects That Move Metrics

A technical guide for engineers to run rigorous experiments, link code to revenue, show CV-worthy impact, and use AI agents while building reliable growth...

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Reclaim 22% of Spend with a Capabilities First Martech Stack Audit

Run a capabilities-first martech stack audit to align tools with finance KPIs, reclaim wasted budget, close data silos, and ship a 30/60/90 roadmap tied...

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Decide on Headless CMS: Migration and SEO for Tech Decision Makers

Pragmatic guide for tech decision makers covering headless CMS architecture, rendering tradeoffs, migration phases, SEO risks, and realistic migration costs.

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90 Day RevOps Framework to Fix B2B Alignment and Forecasting

Practitioner first RevOps framework aligns data, process, technology, and teams. Run a 90 day sprint to deliver quick wins, SLAs, and a working roadmap.

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3 Template Safeguards for Engineers: Programmatic SEO Pages After 2026

Post 2025 playbook for programmatic SEO pages. Prevent thin content penalties with 3 template uniqueness vectors and an engineer QA gate.

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Avoid Quarterly Storefront Breaks: Shopify Hydrogen for Developers

How Shopify Hydrogen's framework-agnostic shift changes engineering work. Plan for quarterly Storefront API upgrades, Oxygen limits, and when to hire...

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Migrate Checkout.liquid Safely to Shopify Checkout Extensibility on Plus

Shopify Plus developer playbook: audit checkout.liquid, map customizations to the right extensibility API, test placements, and stage rollouts.

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Avoid Race Conditions in Consent Mode V2, GTM & gtag Checklist

Deploy Consent Mode V2 without silent failures. A practitioner-first GTM and gtag checklist with wiring patterns, Tag Assistant tests, and persistence and...

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