AI outputs vary because confidence varies. Corroboration and entity optimization turn inconsistent AI visibility into consistent presence.

SparkToro co-founder Rand Fishkin announced Monday that he raised $2.15 million for a new independent video game studio in Seattle. In a post on the official SparkToro blog, Fishkin wrote that he ...

Running the same 12 prompts 100 times shows how inconsistent ChatGPT brand recommendations are – and why AI visibility tracking falls short.

ChatGPT and Google Search AI Overviews each returned the same brand list less than 1% of the time across repeated runs of the same prompt. The same list in the same order appears less than 0.1% of the ...

AI continues to see massive growth in use, but it may be surprising that traditional search continues to keep pace, with 95% of Americans using search engines each month. Some 86% are considered heavy ...

SparkToro co-founder Rand Fishkin announced Monday that he raised $2.15 million for a new independent video game studio in Seattle. In a post on the official SparkToro blog, Fishkin wrote… Read More ...

A new data report from Rand Fishkin at Sparktoro says that Google Search has seen 21.64% growth in searches year over year. This comes after his study that showed 1/3rd of Google searchers don't ...