Less than the people selling them say. In the 2026 martech shakeout, plenty of carefully chosen tools disappeared anyway, because core AI capability is commoditizing into the major models and the big platforms. Evidence points to the process around the tool, the training, the human review, and the publishing discipline, as the real differentiator. Two teams with the same tool routinely get very different results.
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