These Tech SEO Moves Are Basically Useless

Feb 5, 2026 · 1:20 · Short-Form Video
Martha van Berkel Technical SEO Expert
Dana DiTomaso Technical SEO Expert
Jamie Indigo Technical SEO Expert

Key takeaways

LLM.ext and basic text rendering may become unnecessary as AI systems become sophisticated enough to infer content without explicit markup.
Synthetic AI ranking tests and simulated metrics often consume significant budget despite questionable value compared to measuring real user experience.
Technical SEO professionals should reconsider prioritizing simulated test environments when actual user behavior data is available and more actionable.

Quotes

I'm just like a big believer that AI is really smart, and so why would we have to do like basic text rendering, right? Like they can infer things.Martha van Berkel
It's synthetic. It's simulated. So how much value is there really in a simulated test versus focusing on what your users actually experience?Dana DiTomaso
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