Table 96 Sept 2026From “What is product-led growth? Product usage is not a growth loop”

What remains human when AI enters product-led growth?

Table 9What remains human when AI enters product-led growth?

Candidate AI contribution	Human responsibility	Minimum record
Cluster product events	Confirm event meaning and account grain.	Feature, version, cohort, and review.
Flag a threshold crossing	Check eligibility, exclusions, and timing.	Rule version, evidence, and disposition.
Propose a handoff	Decide whether the owner and workflow fit.	Recommendation, override, and rationale.
Surface a constraint	Validate security, procurement, or capacity context.	Exception, reviewer, and next state.
Summarize an outcome path	Check denominator, comparison, and uncertainty.	Source records, summary version, and sign-off.

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Source: Table from this essay. Sources and interpretation are given in the article.

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From the essay

Go-to-market strategy

What is product-led growth? Product usage is not a growth loop

Product-led growth is a commercial motion, not a usage count. Define the product trigger, handoff, feedback path, and outcome before naming a loop.

6 Sept 2026

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Isoglu, S. (2026). What remains human when AI enters product-led growth? [Table]. isoglu.com. https://isoglu.com/insights/exhibits/isoglu-2026-what-is-product-led-growth-fig10/

BibTeX

@misc{isoglu-2026-what-is-product-led-growth-fig10,
  author = {Isoglu, Sinan},
  title = {{What remains human when AI enters product-led growth?}},
  year = {2026},
  howpublished = {Table 9, isoglu.com},
  url = {https://isoglu.com/insights/exhibits/isoglu-2026-what-is-product-led-growth-fig10/},
  note = {From the essay {What is product-led growth? Product usage is not a growth loop}}
}

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  <figcaption>Table 9: What remains human when AI enters product-led growth?. Source: Table from this essay. Sources and interpretation are given in the article. <a href="https://isoglu.com/insights/exhibits/isoglu-2026-what-is-product-led-growth-fig10/">View exhibit</a>.</figcaption>
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