Tag

ChatGPT

5 posts

Two panels: a typical tool shows an undisclosed score of 42 out of 100; Pallix breaks the same score into editable mention rate, citation share and answer position weights.

August 2, 20267 min read

AI Engines Recommend Brands Without Explaining Why. Here Is What Pallix Shows You Instead.

Most AI visibility tools return a score you cannot audit. A look at how Pallix exposes the formula, the cited URLs and the raw answers behind the number.

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August 1, 20264 min read

ChatGPT has started telling buyers which brands to avoid

Tell ChatGPT who is asking and the answer stops being a shortlist and becomes a shortlist plus a blacklist. 100 controlled answers, India, July 2026.

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July 17, 20266 min read

Why AI recommends your competitor: how five assistants actually decide what to cite

Ask five AI assistants the same buying question and you get five different brand lists. Across 21,282 citations, competitor sites dominate at 51.6% — here's why, engine by engine.

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June 6, 20265 min read

Why your competitors show up in ChatGPT (but you don't)

It isn't random, and it isn't about who spends more on ads. There's a specific reason the AI keeps naming them and skipping you — and once you see it, it's fixable.

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May 16, 20266 min read

How ChatGPT Decides Which Brands to Recommend

Understand the training-data, Bing, Reddit, and authority signals that shape whether ChatGPT names your brand when buyers ask for recommendations.

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