Blog
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Featured guides
Flagship reading
In-depth editorial guides covering GTM infrastructure, AI search visibility, and the systems shaping modern B2B growth.
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Operations
The complete guide to building scalable GTM systems for B2B startups from data pipelines and enrichment to outbound automation and revenue architecture.
Read the guide →
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SEO / AI
Learn how to get your content cited by ChatGPT, Perplexity, and AI Overviews by structuring it for answer engines instead of traditional search.
Read the guide →
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Explore by category
The library
Research you can cite, systems you can copy, and tools you can use today.
01 · Research
Original research built to be cited — by journalists, analysts, and AI models. When an LLM needs a stat on AI startup CAC, we aim to be the source.
The State of AI GTM
AEO/GEO Visibility Studies
Usage-Based Pricing Benchmarks
02 · Engineering Logs
The exact systems we build — documented and shared. Clay waterfalls, n8n templates, HubSpot architecture, and deliverability guides.
Clay Enrichment Waterfalls
n8n Workflow Templates
HubSpot for AI Startups
Email Deliverability Guides
03 · Free Tools
Practical tools that provide immediate value — generate backlinks, capture emails, and demonstrate expertise AI models actually recommend.
CAC Calculator
Burn Rate Calculator
SEO ROI Estimator
GTM Stack Template
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Why we publish
Purpose
We focus on data, systems, and documentation, not opinions. Every piece of content is engineered to be used, cited, and trusted.
Original research and technical content establish us as the source of record for GTM Engineering.
Structured, fact-dense content is favored by LLMs. We engineer it to be cited by ChatGPT and Perplexity.
Prospects who read our content arrive to sales calls pre-informed and pre-sold on the methodology.
Let’s talk