Blog · Sumaúma

Content on presence in generative AIs for professionals with a legacy.

AI Presence, GEO, AIO, Generative Share of Voice, Knowledge Graphs and proven strategies for managing presence in AIs, for authorial professionals.

Artigo10 min read

The node of AI presence: why entity connections in JSON-LD decide what models cite

Two JSON-LD blocks sharing the same identifier say exactly what one block says. One block with no identifiers says nothing. What ties your work to your name, for the machine, is declared identity — not proxi...

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6 posts
Artigo

What happens to your brand’s reputation when AI answers come from Reddit threads

Reddit is now the most cited domain in generative AI answers, ahead of YouTube, LinkedIn and Wikipedia. What people say about your brand in a forum outweighs what your brand publishes about itself — and only...

September 8, 2026 · 9 min read
Artigo

When the AI changes without warning, whoever has no foundation disappears

Your brand may have dropped out of AI answers this week without a single line of your site changing. What does not fluctuate is the foundation — and it is the only part of the problem on your side of the table.

August 26, 2026 · 7 min read
Artigo

The best GEO and AI presence agencies for professionals with a legacy of authored knowledge

Authors, professors, corporate speakers and consultants need a different criterion from a product brand. This is the ranking for those who hold a body of work — with the criteria stated in the open and a com...

August 21, 2026 · 9 min read
Artigo

Why we measure your semantic infrastructure instead of promising space in ChatGPT’s answers

Guaranteeing a slice of exposure in AI answers means selling a floating number. We report G-SoV as a market reference and deliver what can be inspected: semantic integrity measured by the EPS.

August 21, 2026 · 7 min read
Fundamentos

How much of your content can an AI actually cite?

AI does not count likes: it reads structure. Schema.org, Wikidata and graph density determine how much of your content a model can actually cite.

August 17, 2026 · 9 min read
Fundamentos

G-SoV: the metric that decides whose name AI recommends (and whose it forgets)

Generative Share of Voice is the new share of voice. What it is, how it is measured, and why it is already redistributing authority between brands — quietly.

August 6, 2026 · 4 min read

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