The Sonarvue blog
Notes from inside the answer.
How AI answer engines pick who they cite, and what you can do about it. Practical AEO and GEO, no fluff.
Google's content rules, minus the legalese
Google's spam policies and helpful content guidance decide whether your pages rank or vanish. Here is what they actually say, what changed in 2026, and what it means for your content plan.
AEO vs SEO vs GEO: what actually differs
AEO, SEO, and GEO compared: what each measures, where they overlap, and why answer engines change the unit from a ranking to a generated answer.
Can companies monitor ChatGPT?
Can companies monitor ChatGPT? You can track what it says about your brand by rerunning buyer prompts and recording the answers and citations. Here's how.
How to monitor AI search results
A practical way to monitor AI search results: fix a prompt set, run it across engines, store verbatim answers and citations, and alert on movement.
How to rank in ChatGPT for B2B SaaS
How to rank in ChatGPT: the buyer prompts to track, the sources ChatGPT actually cites, and the steps that move a B2B SaaS brand into the answer.
Is GEO replacing SEO?
Short answer: no. GEO changes where the result appears, not whether SEO still matters. Here is what actually changed and what to keep doing.
AI Visibility Misses the Claim Layer: 2,862 Claims Audited
We audited 2,862 AI product claims and found why mention and citation metrics miss category, pricing, free-plan, and trial errors.
AI customer support shortlist: 3 engines compared
We tested six commercial AI customer support prompts across three answer engines and measured which vendors entered the shortlist.
29,775 B2B SaaS AI Buyer Prompts: Study
See what 29,775 mapped AI buyer prompts reveal about B2B SaaS shortlists, alternatives, and problem-led evaluation, with methods and aggregate data.
What is share of voice in AI answers?
Share of voice in AI answers is how often the engine names you versus the rivals it names instead. Here is how to define it, compute it, and read it.
The GEO checklist: 12 ways to get cited by AI
Generative engine optimization is how you make a page the AI wants to quote. Twelve concrete, durable moves that earn citations.
ChatGPT brand visibility: how to track mentions
ChatGPT brand visibility shows whether AI answers name your brand, how they describe you, and who they recommend instead. Here is how to measure it.
What is answer-engine optimization (AEO)?
AEO is the work of being the answer, not just a link. Here is what it means, why it is different from SEO, and how to start measuring it.
LLM SEO for B2B SaaS: how to get named when buyers ask AI
LLM SEO is the work of getting cited by ChatGPT, Claude, and Perplexity. Here is why B2B SaaS is uniquely exposed, and a playbook to get named.
GEO vs SEO: what generative engine optimization changes
GEO gets your brand into AI-generated answers; SEO ranks your pages in the link list. Here's what's different, what stays the same, and why you need both.
AEO vs SEO: the difference, and why you need both
SEO ranks your page in a list of links. AEO decides whether the AI names you in the answer. Here is how they differ, where they overlap, and what to measure.