Reviews

Google demoted listicles at the top of results in 2026, yet AI engines still cite them most. Where the roundup tactic works, and where it collapses.

Trust but verify AI automation with hard data thresholds and a human skeptic. What AI Max got wrong, and the verification habits that catch it.

Google models places as canonical entities, not listings. What 72 recovered Google Maps ranking signals reveal about local search architecture.

Listicle ranking signals from a 60,000-query study: a stale date carried 56% lower odds of a top-3 spot, and which correlations stay unproven.

Answer engine optimization jobs now post at director level and six figures. The listings map exactly which AI-search skills carry market value.

Demand generation AI search measurement converges on brand mentions, entity coverage, and share of answer: signals developers can instrument.

A new ChatGPT ads study finds paid placement on 1 in 4 commercial prompts, yet only 3.63% of advertisers are cited. Two separate systems.