AI Writing Research
Original research on AI writing patterns, language model behavior, and the future of AI-generated content for executives and founders. Produced by the Bloomberry research team.
AI Writing Patterns Database
Bloomberry Research · January–March 2026
7,400+ catalogued AI-writing signal entries from ChatGPT, Claude, Gemini, and open-source models — covering vocabulary patterns, cadence structures, hook patterns, and filler phrases. The dataset behind Bloomberry's voice enforcement layer.
Bloomberry Research
AI Writing Patterns Database
March 2026
AI Writing Fingerprints: How Every Major Model Betrays Its Origins.
The State of AI Writing for Executives — Volume 3
Every major AI model produces a measurable writing fingerprint. Bloomberry Research Vol. 3 maps the four archetypes — The Motivator, The Philosopher, The Educator, The Imitator — and explains why more powerful models have stronger dialects, not weaker ones.
Bloomberry Research
AI Writing Fingerprints
April 2026
The Sentence-Level Patterns That Make AI Writing Detectable.
AI Writing Analysis — April 2026
82% of AI-generated posts share four structural fingerprints — regardless of which model wrote them. Bloomberry Research explains what they are and why better prompts cannot eliminate them.
Bloomberry Research
How AI Detects Your Writing
April 2026
The ROI of Personal Branding: What the Research Actually Shows.
Research Synthesis — April 2026
92% of buyers trust individuals over brands. 58% of decision-makers chose a vendor based on thought leadership. A synthesis of Edelman, LinkedIn, and Nielsen research on what personal branding actually drives.
Bloomberry Research
Personal Branding ROI
April 2026
The Emotional Architecture of AI Writing.
The State of AI Writing for Executives — Volume 2
How functional emotion states explain why AI models write the way they do — and why your voice gets lost. Bloomberry Research Vol. 2 connects Anthropic's April 2026 findings with our output analysis.
Bloomberry Research
Claude's Emotional Architecture
April 2026
The Distribution Gap in Employee Advocacy
Why Most Employee Advocacy Programs Fail
87% of employee advocacy programs are driven by fewer than 10% of employees. Bloomberry research identifies the Distribution Gap — the structural failure point most companies miss — and introduces a framework for fixing it.
Bloomberry Research
The Distribution Gap
March 2026
The Emergence of AI Dialects
The State of AI Writing for Executives — Volume 1
Bloomberry analyzed thousands of AI-generated posts across major language models to understand how AI writing is evolving and why AI outputs are becoming recognizable.
Bloomberry Research
The Emergence of AI Dialects
March 2026
The Ghostwriter Client Ceiling
Why Most Ghostwriters Get Stuck at 3–5 Clients — May 2026
Most ghostwriters plateau long before they expect to. Bloomberry Research identifies the voice confusion problem — the real bottleneck — and what it takes to scale a ghostwriting operation beyond it.
Bloomberry Research
The Ghostwriter Client Ceiling
May 2026
AI Sentence Structure: Why AI-Generated Writing Feels Structurally Predictable
Bloomberry Research · June 2026
AI language models converge on a shared 4-beat structural blueprint for sentences and paragraphs. This explainer covers why the blueprint emerges, what it looks like, and how it differs from named cadence patterns.
Bloomberry Research
AI Sentence Structure
June 2026
AI Sentence Patterns: 12 Common Cadences in AI-Generated Writing
Bloomberry Research · June 2026
12 named structural cadence detectors from the AI Sentence DNA corpus — each with structural shape, AI example, and human rewrite. The definitive reference for AI writing cadences.
Bloomberry Research
AI Sentence Patterns
June 2026
How to Spot AI Writing Patterns: A Practical Signal Guide
Bloomberry Research · June 2026
How to identify AI writing by looking for stacking signals across vocabulary, cadence, structure, hooks, and transitions — with an annotated example and signal category breakdown.
Bloomberry Research
Spotting AI Writing Patterns
June 2026
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