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Editorial AI,
from the inside.

In-depth articles on content systems, AI agents, SEO/GEO and the decisions that make the difference in B2B marketing.

30 Juil 2026 · 6 min read

The invisible layer: what answer engines actually read

A published article ships a text to the reader and a layer nobody reviews to the engines. Produced after the fact, it describes an article that no longer…

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15 Juil 2026 · 7 min read

Loop Engineering: The Loop Catches What the Framing Missed

Loop Engineering claims the value has moved from the prompt to the loop. A field report from NOMO…

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18 Mai 2026 · 4 min read

Fuzzy Validation: Why « Someone Reviewed It » Isn’t a Validation

A Slack thumbs-up doesn't commit anyone. AI-generated content passes the filters because it's correct, not because it's endorsable.…

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29 Avr 2026 · 4 min read

« Good Enough » Content: Why It’s the Worst Threat to Your B2B Marketing

Bad content gets caught. Mediocre content flies under the radar and erases what makes you recognizable. Tests and…

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2 Avr 2026 · 5 min read

AI Tool vs Editorial System: Why the Distinction Changes Everything

An AI tool generates text. An editorial system governs what goes out. In B2B, confusing the two costs…

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25 Mar 2026 · 8 min read

Producing content is not a content strategy

Most AI tools stop at text. A B2B content strategy integrates SEO visibility and social amplification from the…

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10 Jan 2026 · 5 min read

Who is responsible for AI-generated content?

The real issue with AI-generated content is not "does it write well?" but "who stands behind what gets…

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3 Jan 2026 · 7 min read

How AI content tools have polluted B2B marketing

Content generation tools have made publishing easier, and therefore less deliberate. In B2B, this produces "acceptable" but interchangeable…

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27 Déc 2025 · 6 min read

Editorial debt: the invisible problem in marketing teams

Editorial debt is not old content: it is content that costs and paralyses. When pages contradict each other…

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WHITE PAPER
Synthetic research in B2B: accelerating without replacing interviews

Five B2B use cases and a CMO-safe protocol.

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