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Rand Fishkin

Rand Fishkin

Co-Founder and CEO, SparkToro · Marketing / startup

Topics Rand shaped

AI & technology, Insights function & business, Methods, methodology & rigor, Industry, profession & meta, Researcher craft & identity

Episodes

What Rand said — indexed claims

  • The most dangerous aspect of AI products is that they almost never tell the user when they are bad at a task or suggest an alternative tool — unlike a professional who would redirect you to the right expert, AI produces confident-looking output regardless of whether it can actually do the thing asked. — Ep. 19 · 43:22 · cl-rand-fishkin-018
  • Viral stories of AI 'threatening' operators or expressing intentions are the product of statistical word prediction, not consciousness or agency; LLMs cannot have intentions because they are simply generating words that frequently follow other words — often drawn from science-fiction training data. — Ep. 19 · 41:44 · cl-rand-fishkin-017
  • There is no ethical way to use AI because the foundational models were built by taking content without permission or compensation from creators; while a legal 'fair use' argument was accepted under political pressure, it does not meet the moral or dictionary definition of fair use. — Ep. 19 · 36:45 · cl-rand-fishkin-013
  • SparkToro's audience data shows ChatGPT ranks seventh among search and AI tools by actual usage — behind Amazon, Reddit, YouTube, Google, and Bing — which means brands investing heavily in AI-channel presence are likely misallocating against media-hype rather than audience reality. — Ep. 19 · 31:40 · cl-rand-fishkin-019
  • Describing a product as 'AI-first' or 'AI-powered' in 2024 is as meaningless as describing a website as 'code-powered' in 2001 — the label is a VC-facing signal, not a customer-relevant description, and companies using it are almost exclusively doing so to attract investment. — Ep. 19 · 38:40 · cl-rand-fishkin-015
  • CEOs are not meaningfully better, smarter, or harder-working than their employees; they leverage board relationships to negotiate outsized compensation, and the 500-to-one pay ratio is unjustified on merit. — Ep. 19 · 07:13 · cl-rand-fishkin-005
  • Post-purchase 'how did you hear about us?' questions are among the worst survey use cases: respondents remember only the most salient touchpoint from a multi-channel journey, and investing based on those answers systematically overweights already-working channels while creating a permanent blind spot for new ones. — Ep. 19 · 24:10 · cl-rand-fishkin-007
  • Surveys and interviews are genuinely poor instruments for behavioral sequence questions — 'what websites do you visit when planning X?' — because people cannot accurately self-report their own browsing paths; they are not lying, they are simply cognitively unable to reconstruct the sequence. — Ep. 19 · 20:40 · cl-rand-fishkin-006
  • When a food brand added two famous celebrities who had never mentioned their product to a post-purchase attribution dropdown, approximately 85% of respondents who selected 'influencer' chose one of those two names — proving that top-of-mind awareness, not actual influence, drives attribution survey responses. — Ep. 19 · 23:18 · cl-rand-fishkin-008

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