// RESEARCH

Kompozy Research

Original indices, methodology breakdowns, and operator-grade analyses of how AI content actually works in production.

Last verified · 2026-05-29 · by Moe Ameen

Most "AI content" writing on the public web is either marketing copy from vendors or detection-tool reviews. Neither tells you how AI content actually performs at the operator layer — what breaks, what compounds, and which patterns separate the autopilot pipelines that ship from the ones that produce slop.

This is where we publish the methodology behind the Kompozy product, in long-form, with the rigor it warrants.

Index · 2026-05-18
The 2026 AI Tells Index
147 phrases across 5 structural archetypes that flag content as AI-written. Built from the Kompozy brand-safety gate.
Index · 2026-05-29
The 2026 Repurpose Math Index
How many outputs one source actually produces — per-format allocations across podcast, YouTube long-form, webinar, blog, and customer call source types.
Index · 2026-06-02
The 2026 Best-Time-to-Post Index
The best time and day to post on 8 platforms — Instagram, TikTok, LinkedIn, YouTube, Facebook, X, Pinterest, Threads — sourced from Buffer (9.6M+ posts), Sprout Social (2B engagements), and Hootsuite, with cross-study disagreements shown as honest ranges.
Index · 2026-06-02
The 2026 Platform Algorithm Index
How the TikTok, Instagram, YouTube, LinkedIn, X, and Facebook algorithms actually rank content in 2026 — top signals, new-content distribution, and reach-suppressors, with official platform statements separated from third-party analysis.
Index · 2026-05-29
The 2026 Platform Cadence Index
Canonical posting cadence reference for 13 destination platforms — TikTok, Instagram (Feed / Reels / Stories), LinkedIn, X, YouTube (long-form + Shorts), Facebook, Threads, Pinterest, Bluesky, Newsletter. Algorithm reasoning + over-/under-posting failure modes.
Index · 2026-05-29
The 2026 AI Content Tool Census
Operator-grade census of 25 AI content tools across 7 sub-categories — clipping/captioning, AI avatar video, voice cloning, AI writing, scheduling/publishing, repurposing/distribution, and general-purpose frontier LLMs. Pricing + 14-feature capability matrix + best/worst-for framing per tool.

Frequently asked questions

What is Kompozy Research?

Kompozy Research is where Kompozy publishes original indices, methodology breakdowns, and operator-grade analyses of how AI content actually works in production — the reasoning behind the product, in long-form. It is distinct from vendor marketing copy and detection-tool reviews.

What research has Kompozy published?

Current publications include the AI Tells Index, the Repurpose Math Index, the Best-Time-to-Post Index, the Platform Algorithm Index, the Platform Cadence Index, and the AI Content Tool Census. Each is a standalone reference page linked from this index.

Is Kompozy Research free to read?

Yes. Every research index is published in full on the public web with no paywall or signup gate.

How often does Kompozy publish new research?

New research drops quarterly. You can subscribe via the Kompozy changelog to be notified when new indices and analyses publish.

Who writes Kompozy Research?

The research is authored by Moe Ameen, founder of Kompozy, and grounded in the methodology that powers the Kompozy product — the brand-safety gate, the repurpose engine, and the autopilot publishing pipeline.

New research drops quarterly. Subscribe via the changelog to be notified of new publications.