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field notes

ArchiveNov 13, 2026Est. 2025

Field Notes.

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

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Nov 13, 2026
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Field Notes Archive

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Glyph-field title card on dark carbon: dense aiAgents texture glowing green, article title "QuickBooks AI vs. Managed Finance" on staggered dark slabs.
AI Agents

QuickBooks Online serves as the financial system of record for millions of small businesses. Intuit has invested heavily in embedding generative artificial intelligence into that software,...

Kurt Fischman, Founder of Machine-likeKurt FischmanNov 13, 2026
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Glyph-field title card on dark carbon: dense aiAgents texture glowing purple, article title "Clio AI vs. Managed Intake for Law Firms" on staggered dark slabs.
AI Agents

Clio AI vs. Managed Intake for Law Firms

Every managing partner knows the sinking feeling of discovering an untouched lead. A prospective client with a six-figure personal injury claim or a high-stakes commercial dispute filled out a...

Kurt Fischman, Founder of Machine-likeKurt FischmanNov 12, 2026
Glyph-field title card on dark carbon: dense aiAgents texture glowing cyan, article title "AI Receptionist vs. Managed Intake: Which" on staggered dark slabs.
AI Agents

AI Receptionist vs. Managed Intake: Which Do You Need?

When inbound calls ring through to voicemail during the workday, the revenue loss feels immediate and painful. For a founder-operator running a business between $1M and $10M in revenue, missing three...

Kurt Fischman, Founder of Machine-likeKurt FischmanNov 11, 2026

Showing: GEO

26Mar 2026
GEO

How to Build an llms.txt File for Your Business

An llms.txt file is a markdown document placed at a website's root directory that provides large language models with a structured summary of the site's most important content. Unlike robots.txt,...

Kurt Fischman · Mar 26, 2026

24Mar 2026
GEO

How to Rank on ChatGPT: What Actually Works in 2026

ChatGPT does not rank pages. It retrieves, evaluates, and cites sources through a multi-stage pipeline that bears almost no resemblance to Google's link graph. This article documents the retrieval...

Kurt Fischman · Mar 24, 2026

24Mar 2026
GEO

How to Optimize for Perplexity: Getting Cited in AI Search

Perplexity is not a search engine. It is a citation machine powered by a retrieval-augmented generation pipeline that selects, ranks, and attributes web sources in real time. Optimizing for...

Kurt Fischman · Mar 24, 2026

23Mar 2026
GEO

Is SEO Dead in 2026? The Data-Driven Answer

SEO is not dead, but the version of SEO that most teams are still practicing might as well be. Organic click-through rates have cratered, AI Overviews now cover more than 40% of informational...

Kurt Fischman · Mar 23, 2026

23Mar 2026
GEO

How to Do GEO: A Step-by-Step Guide for Business Owners

Summary: GEO (Generative Engine Optimization) is the practice of engineering your digital presence so that AI systems retrieve, cite, and recommend your brand when generating answers. This guide...

Kurt Fischman · Mar 23, 2026

19Mar 2026
GEO

Entity Optimization: The Foundation of AI Search Visibility

Entity optimization is the practice of structuring digital content around disambiguated, machine-resolvable entities rather than keywords so that large language models and AI retrieval systems can...

Kurt Fischman · Mar 19, 2026

19Mar 2026
GEO

SEO vs GEO vs AEO vs AIO: The Definitive Breakdown

SEO, GEO, AEO, and AIO represent four distinct optimization disciplines targeting different surfaces of the modern search stack. SEO optimizes for ranked results. GEO (Generative Engine...

Kurt Fischman · Mar 19, 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

Get back tothe work of humans⁠1

Your work should be about creativity, solving problems, and building relationships.
Leave the machine-like tasks to us.