/ featured · this week
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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...
Oct 9, 2026/ recent · long reads
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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...
Oct 8, 2026
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...
Oct 7, 2026/ 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
Entity salience in AI search measures which real-world entities a document is genuinely about, not merely which terms it mentions. When salience is high for the right entities, retrieval models...
Kurt Fischman · Oct 27, 2025
An AI search optimization agency is a professional service firm built to engineer brand visibility across large language models like ChatGPT, Claude, Gemini, and Perplexity. Unlike traditional...
Kurt Fischman · Oct 27, 2025
authority-building-for-llm-credibility
Kurt Fischman · Oct 27, 2025
Trust signals in AI-driven rankings are the verifiable markers of credibility, authority, and factual consistency that large language models use to evaluate, rank, and retrieve content for...
Kurt Fischman · Oct 26, 2025
AI-era authority is the practice of making a brand discoverable, interpretable, and citation-worthy to large language models including ChatGPT, Claude, Gemini, and Perplexity. It replaces the...
Kurt Fischman · Oct 26, 2025
Measuring AI visibility is the discipline of tracking how often and where AI platforms cite your brand in generated answers across ChatGPT, Gemini, Claude, and Perplexity. It replaces click-based...
Kurt Fischman · Oct 25, 2025
Competitive intelligence in AI search is the practice of analyzing which brands get cited by large language models and reverse-engineering the semantic, structural, and entity signals that produce...
Kurt Fischman · Oct 25, 2025
Content roadmaps built for the AI search era start with retrieval fitness, not keyword volume. The traditional editorial calendar optimized for organic click-through is structurally misaligned...
Kurt Fischman · Oct 25, 2025
Wikipedia and Wikidata Q-nodes anchor entity disambiguation in large language models. When an LLM encounters an ambiguous brand name, it consults public knowledge graphs to resolve identity, and a...
Kurt Fischman · Oct 25, 2025
Multimodal LLM retrieval processes images, audio, and video alongside text. Embeddings convert visual and audio assets into vectors that retrieval systems use for similarity search, while metadata...
Kurt Fischman · Oct 25, 2025
Endpoints give LLM retrieval systems structured access to your brand data. A dedicated JSON-LD fact endpoint, properly hosted and versioned, turns opaque marketing content into machine-readable...
Kurt Fischman · Oct 25, 2025
In AI search, brand mentions across authoritative sources matter more than backlinks. LLMs do not follow hyperlinks to assign authority. They evaluate mention frequency, sentiment polarity, and...
Kurt Fischman · Oct 25, 2025
Public repositories on GitHub, Hugging Face, and Zenodo function as training-data pipelines that large language models ingest during pre-training and fine-tuning. This article details how to...
Kurt Fischman · Oct 25, 2025
Answer shapes are the structural patterns AI systems use to format responses
Kurt Fischman · Oct 23, 2025
brand-distribution-and-trust-are-the-last-moats
Kurt Fischman · Oct 23, 2025
Frontier labs build models. We put them to work, so your team can get back to theirs.