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ArchiveOct 9, 2026Est. 2025

Field Notes.

A working archive of how we think about AI agent systems, AI search, and the operating models that make companies hard to ignore.

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Oct 9, 2026
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2025

Field Notes Archive

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Glyph-field title card on dark carbon: dense playbooks texture glowing purple, article title "Who Fixes Your AI Agent When It Stops" on staggered dark slabs.
Playbooks

When software automates customer conversations, invoice processing, or intake qualification, it feels like permanent leverage. A repetitive administrative task that used to consume twenty hours a...

Kurt Fischman, Founder of Machine-likeKurt FischmanOct 9, 2026
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Glyph-field title card on dark carbon: dense workflows texture glowing cyan, article title "How Agencies Can Automate Customer" on staggered dark slabs.
Workflows

How Agencies Can Automate Customer Reporting

Ask any agency founder what happens during the first five business days of a new month, and they will describe the same scene. Account managers stop optimizing campaigns, strategists cancel planning...

Kurt Fischman, Founder of Machine-likeKurt FischmanOct 8, 2026
Glyph-field title card on dark carbon: dense workflows texture glowing green, article title "How to Automate Overdue Invoice Reminders" on staggered dark slabs.
Workflows

How to Automate Overdue Invoice Reminders

Most small-business owners discover automated collections after a painful cash crunch. You look at an accounts receivable aging report, realize that 30% of your billings are sitting past due, and...

Kurt Fischman, Founder of Machine-likeKurt FischmanOct 7, 2026
18Mar 2026
GEO

Is Your Website Invisible to ChatGPT? Here's How to Check

An AI search visibility check is a diagnostic process that determines whether your website's content is retrievable, citable, and recommendable by large language models like ChatGPT, Gemini,...

Kurt Fischman · Mar 18, 2026

16Mar 2026
GEO

How to Structure Content So AI Can Actually Use It

AI-ready content structure is the deliberate architectural design of web content so AI retrieval systems can extract, chunk, and synthesize individual passages. Unlike traditional SEO, which...

Kurt Fischman · Mar 16, 2026

15Mar 2026
GEO

GEO vs SEO: The Complete Guide to How They Differ

GEO (Generative Engine Optimization) is the practice of engineering content for citation and visibility inside AI-generated responses, while SEO optimizes content for traditional search engine...

Kurt Fischman · Mar 15, 2026

06Dec 2025
GEO

How AEO Rewires the Buyer Discovery Journey

Answer engine optimization (AEO) is a discipline that remaps buyer discovery from click-based funnels to AI-mediated surfaces where large language models, AI overviews, and answer engines compress...

Kurt Fischman · Dec 6, 2025

03Dec 2025
GEO

Engineering Content for the Age of Algorithmic Literacy

Algorithmic literacy is the operational capacity to engineer content that satisfies both machine retrieval systems and human decision-makers. In an era where 40-50% of organic search traffic is...

Kurt Fischman · Dec 3, 2025

17Nov 2025
GEO

How To Place AI Search in Your Funnel Without Wasting CAC

AI search is not a separate channel waiting for its own line item. It is an answer layer already draped across your entire funnel, shaping how buyers discover, compare, decide, and implement. This...

Kurt Fischman · Nov 17, 2025

03Nov 2025
GEO

llms.txt: What You Need to Know

llms.txt is a lightweight, machine-readable markdown file placed at a site's root that tells large language models what a brand is, where to find clean source material, and how to cite it...

Kurt Fischman · Nov 3, 2025

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