Why AI Search API Results Differ From the Consumer App
When you compare an AI provider’s search API with its consumer chat app, the same question can produce different sources and different answers. A search API lets a…
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Why an AI Assistant Can Mention Your Brand Without Linking to Your Site
If an AI assistant names your brand but shows no link to your website, the answer alone does not reveal where the name came from. It might come…
Read articleWhy Changing the Prompt Set Can Create a False Improvement in Visibility
When you measure how often AI search products mention or recommend your business, the questions you test affect the result. A prompt set is the collection of questions…
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