
Who Fixes Your AI Agent When It Stops Working?
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...
/ featured · this week
View all dispatches →
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...
/ recent · long reads
Browse long reads →
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...

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...
/ selected notes
All dispatches →01 / Workflows
Every managing partner at a growing accounting firm recognizes the January ritual. The practice configures client portals, creates folders, and sends welcome emails with login credentials for the...
Oct 6, 2026
02 / Workflows
Every managing partner recognizes the familiar friction of opening a new legal matter. An initial consultation concludes successfully, the retainer agreement is signed, and the legal team requests...
Oct 5, 2026
03 / Workflows
When a customer signs a contract with a growing business, the commercial momentum is at its peak. Sales celebrates the close, the customer feels eager to solve their problem, and leadership expects...
Oct 4, 2026
/ the feed · everything we've published
AI search optimization for law firms is the practice of engineering a legal practice's digital presence so that large language models cite, recommend, and surface the firm when prospective clients...
Kurt Fischman · Mar 18, 2026
AI search optimization agency evaluation is the structured process of vetting whether a firm can actually engineer brand visibility inside LLM-generated answers, or whether it just renamed its SEO...
Kurt Fischman · Mar 18, 2026
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
An AI search optimization agency is a specialized firm that engineers brand visibility inside LLM-generated answers, not traditional search results. Unlike freelancers or DIY approaches, an agency...
Kurt Fischman · Mar 17, 2026
An AI search optimization budget is the planned financial allocation a small or midsize business dedicates to earning visibility inside AI-powered answer engines like ChatGPT, Perplexity, and...
Kurt Fischman · Mar 17, 2026
Zero-click search is the growing phenomenon where search engines and AI systems answer user queries directly on the results page, consuming publisher content without generating a click-through....
Kurt Fischman · Mar 17, 2026
AI Overviews are Google's AI-generated summary answers that appear above traditional search results, and they now trigger on roughly half of all Google searches. This threshold fundamentally...
Kurt Fischman · Mar 16, 2026
An AI search optimization checklist is a structured, prioritized set of on-page and entity-level fixes designed to improve content visibility in AI-generated answers from ChatGPT, Claude, Gemini,...
Kurt Fischman · Mar 16, 2026
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
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
Brand visibility in AI answers measures whether and how AI systems like ChatGPT, Gemini, and Perplexity include your brand when responding to user queries. Unlike traditional search rankings,...
Kurt Fischman · Mar 13, 2026
your-generic-schema-is-useless
Kurt Fischman · Feb 22, 2026
AI search optimization is the engineering discipline that structures digital content for citation by large language models and AI-powered search engines. It targets inclusion in synthesized...
Kurt Fischman · Feb 17, 2026
A modular knowledge object is a discrete content unit architected for machine retrieval rather than linear reading. Modular knowledge objects restructure information into atomic, self-contained...
Kurt Fischman · Dec 8, 2025
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
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
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
AI search is not a speculative technology bet. It is a revenue channel that intercepts natural-language intent, reduces discovery friction, and converts earlier in the buyer journey than...
Kurt Fischman · Nov 16, 2025
The search stack has undergone a structural inversion. What began as a crawl-index-rank pipeline for sorting documents by link authority has become a retrieve-generate-cite pipeline for...
Kurt Fischman · Nov 3, 2025
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
Frontier labs build models. We put them to work, so your team can get back to theirs.