How LLMs, AI search and answer engines read, cite and recommend brands. Research, weekly insights, and operating playbooks — built for the age of AI search by editorial and research division of AuthorityLayer.
RESEARCH-DRIVEN · WEEKLY PUBLICATION · BUILT FOR AI VISIBILITY
AAI SCORE
ESTABLISHEDWell-covered across buyer queries, but inconsistently positioned.
→ Improve content indexability
→ Add proof points to strengthen AI confidence
✓ You cover most buyer-intent prompts
→ AI positioning is inconsistent
⎯ Latest Insights
Perplexity now favors entity-rich domains over backlinks
A repeatable structure for AI-citable comparison pages
The new schema fields LLMs actually parse in 2026
Prompt drift: why your brand answer changed overnight
Citation half-life is collapsing — here's the data
⎯ Why it matters
The research stage of every purchase is moving inside chat windows. If the models don't surface your brand, you're invisible at the moment of decision.
70%
of B2B purchase decisions now begin with an AI assistant query — before buyers ever visit a vendor website.
MEMETIK · 2025 B2B BUYER BEHAVIOR REPORT
90%
of B2B buyers use ChatGPT or a similar AI tool during their purchasing research process.
SUPERPROMPT · 2025 STUDY
~900M
weekly active users on ChatGPT alone — the new front door to product discovery.
THE INFORMATION · DEC 2025
67%
of B2B buyers rely on AI chatbots as much as — or more than — Google or Bing for vendor evaluation.
GRACKERAI · MULTI-STUDY SYNTHESIS
436%
increase in sales conversions originating from ChatGPT-driven recommendations year over year.
SUPERPROMPT · 2025
3×
shorter vendor shortlists once buyers research with answer engines instead of search engines.
G2 · 1,000+ B2B DECISION-MAKERS
⎯ Index
Building the trust signals that make models cite you by name.
How brands surface — or vanish — inside generative answers.
Inside ChatGPT, Perplexity and Gemini's retrieval and ranking.
Generative Engine Optimization tactics that actually move citations.
"Search is no longer a list of links — it's a paragraph written by a model. Whoever the model trusts, gets cited. AuthorityLayer Insights is the only desk tracking that shift week by week."
⎯ The Briefing
One concise briefing every Tuesday. Insights, citation shifts, and the tactical moves operators are making this week.