Image Alt Text for AI Search: Why It Matters More Than You Think
Alt text used to be an accessibility checkbox. In 2026 it is a primary signal for AI Mode, multimodal models,…
Author: Daniel Shashko
Founder of OrganiKPI. GTM strategist and AI automation specialist.
Perplexity Pro vs Free: How Citation Behaviour Differs (And Why It Matters)
Perplexity Pro and Free cite different sources for the same query. Here is what Perplexity documents, what we observe running…
AI Citation Recovery: How to Diagnose and Fix a Sudden Drop in AI Search Visibility
Lost AI citations overnight? Here is the diagnostic framework I run with clients to identify the root cause, engine, site,…
301 vs 302 vs Canonical for AI Search: The Redirect Playbook for 2026
AI crawlers handle redirects differently than classic search bots. Here is how to use 301, 302, and canonical tags so…
JSON-LD vs Microdata for AI Search: The 2026 Decision Framework
JSON-LD wins for AI search in almost every scenario. Here is the decision framework, the edge cases where Microdata still…
Content Pruning for AI Search: Why Deleting 30% of Your Blog Will Multiply Your Citations
Thin and outdated content dilutes your topical authority and starves AI engines of clean signals. Here is the content pruning…
Why YouTube, Reddit, and Wikipedia Dominate AI Citations (and How to Compete)
The top 3 most-cited domains across 42,971 AI citations are YouTube (1,525), Reddit (1,444), and Wikipedia (975). Here is what…
Bimodal Readability in AI Search: Why Very Easy and Very Confusing Get Cited (and the Middle Doesn’t)
AI Mode readability is bimodal, not normal. In our May 2026 study of 153,425 citations, 22.9% of cited sentences score…
How to Decode Gemini Citations: Python Text Fragment Tutorial
Gemini now encodes the exact sentence it cites inside every citation URL, while Google AI Mode dropped text fragments to…
Positional Bias in AI Citations: 74.9% of Cited Sentences Are in the First Half of the Page
Across our May 2026 study of 153,425 citations, the mean cited sentence sits 37% down the page and 74.9% land…