Blog

• Web Authorship in the Attention Economy

  2026-07-19

  Longitudinal studies and eye-tracking data reveal how extreme attention fragmentation is redefining digital text consumption.

• The Reliability of AI Detection and the Rise of Machine Writing Clichés

  2026-07-19

  A factual analysis of AI detector failures, search engine ranking guidelines, and the recognizable linguistic signature of automated text.

• The AI Scraper Dilemma: Why Brand Presence and Direct Traffic Are in Conflict

  2026-07-19

  Publishers face a structural catch-22: block AI crawlers to protect intellectual property, or permit them to ensure brand visibility in generative search and LLM training sets.

• Content Substance Classification

  2026-07-19

  Natural language processing frameworks leverage lexical density, Uniform Information Density, and contrastive pretraining to detect low-substance web content.

• Nobody Wants Your Clickbait

  2026-07-17

  Clickbait charges readers an attention tax, and now the AI reading your page can see the trick and route around it.

• Google can tell when you're spamming with SEO links, and it's your fault

  2026-07-16

  The "add two more links to look natural" trick does the opposite. It marks the page as spam, and good publishers fell for it.

• CAPS, and our small part in it

  2026-07-15

  Our founder's proposal to pay creators when AI uses their work, and the one concrete thing this platform does today in the same spirit.

• The value you create should reward you

  2026-07-14

  Why we built monetizers.ai, and what we mean by a fair partnership between creators and brands.