Is 20% share of voice good? With 5 brands in your market, an even split is 20%. Above that, you lead. The trend matters more than the number. Segment it by topic cluster. mencoro.com/glossary/share-o…

Choosing an AI visibility tool? 5 checks: ➡️ Engine coverage ➡️ Sentiment + mention type ➡️ Competitor share of voice ➡️ Citation tracking ➡️ Price vs prompt volume Test it on a real prompt set first. mencoro.com/blog/best-ai-vis…

You can't buy an organic mention in ChatGPT. Keyword stuffing doesn't work either: it reads meaning, not density. What works: be useful, be consistent, get corroborated, measure. mencoro.com/blog/how-to-rank…

A page can rank on Google and still be missing from the Gemini answer. The signals overlap. They are not identical. How to get cited in Gemini, and how to use it as an SEO assistant: mencoro.com/blog/gemini-seo/

AI can drop you from the shortlist without saying anything bad. "A newer option, though some users find its features limited." Track how AI describes you, not just whether it mentions you. mencoro.com/glossary/brand-s…

llms.txt won't get you cited in ChatGPT or AI Overviews today. Google says its systems don't currently use it. Add it anyway: minutes of work, near-zero downside. Just don't call it a strategy. mencoro.com/glossary/llms-tx…

A high mention rate with negative framing is a problem, not a win. Track mention rate with sentiment, mention type and share of voice. And never trust a single snapshot: AI answers vary between runs. mencoro.com/blog/geo-metrics…

The AI recommended the agencies. It rarely cited their websites. Top sources: directories (Sortlist, Clutch) and media rankings. Being mentioned is not the same as being cited. mencoro.com/blog/best-market…

AI compresses your market into a shortlist. Ranking on Google doesn't guarantee you're on it. AI visibility = presence, prominence, perception. Track all three. mencoro.com/glossary/ai-visi…

There is no position 1 on ChatGPT. It writes one answer and names a few sources. Your goal is to be one of them. The step most teams skip: earning mentions on the sources ChatGPT already trusts. mencoro.com/blog/how-to-rank…

53% in Spanish. 8% in English. Same agency, same questions, same AI engines. Only the language changed. Your AI visibility depends on who is asking, and in which language. mencoro.com/blog/best-market…

Two AI answers, both "1 mention": "I recommend Brand X" = weight 1.0 "Options include X, Y, Z" (neutral) = 0.28 Counting them as equal makes share of voice misleading. mencoro.com/blog/ai-share-of…

SEO earns the click. GEO earns the mention. GEO is not replacing SEO. AI engines read the same web and reward many of the same quality signals. SEO is the foundation. GEO is the layer on top. mencoro.com/blog/geo-vs-seo/

320 AI answers to the same question. 4 engines. 4 different winners. ChatGPT, Claude, Gemini and Perplexity barely agree on who to recommend. Checking only ChatGPT = a quarter of the picture. mencoro.com/blog/best-market…