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What AI says about companies, and how to change it

Analyses, data and cases on the visibility of companies in the answers of ChatGPT, Gemini, Perplexity, Claude and Copilot.

B2B suppliers and AI: the shortlist is made before the first contact

In 95% of cases B2B buyers choose a vendor that was already on their Day One shortlist (6sense, 2025). What it means for a manufacturer when that list is put together by an AI, and how to measure it.

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Wikidata for companies: the entry AI reads first

What Wikidata is, why it feeds Google's Knowledge Graph and the models' memory, what a company's entry should contain and how to create or complete it in an afternoon.

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Dated narratives: why AI still cites the 2019 crisis and how to fix it

The most common problem in assessments is not a false source but a true, old source that nothing has updated. How dated narratives arise, why models repeat them and the five interventions that move them.

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How much does GEO cost: audits, assessments, programmes and what to expect

GEO prices in 2026, from self-service tools to agency programmes, what each level includes, and how to choose the right scope for your company without paying for what you do not need.

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Employer branding and AI: what ChatGPT tells a candidate, and where it gets it from

One candidate in five asks AI what it is like to work at a company before applying. What they find, which sources weigh (reviews, news, LinkedIn), and what an HR team can do in the coming weeks.

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Bing is the engine behind ChatGPT and Copilot: why Bing Webmaster Tools matters more than you think

When ChatGPT browses, it searches on Bing. Copilot is built on the Bing index. If your website is not well indexed on Bing, for two of the most used AI engines you do not exist. What to do, in order.

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How AI chooses its sources: Wikipedia, Reddit, LinkedIn, press and directories

What ChatGPT, Perplexity and AI Overviews actually cite when they talk about a company: the 2026 data on the most used sources, the differences between engines and what it means for those who want to be cited.

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GEO vs SEO: what really changes, and what does not

SEO gets a page listed among the results; GEO gets a company inside the answer. The concrete differences in goal, unit of work, sources and measurement, and why fewer than 10% of the sources cited by AI are on Google's first page.

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What ChatGPT says about your company: how to check in ten minutes

A practical method to find out what ChatGPT, Gemini and Perplexity say about your company, how to read the answers, what to note down and when the signal deserves a real analysis.

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