Figure 14 Sept 2026From “What is gross revenue retention?”

The Gross Revenue Retention governance card

Examine how starting cohort ARR decays through contraction and churn to reveal the unvarnished retention floor.

Figure 1The Gross Revenue Retention governance card

Retention dimension	Operational scope	Formula impact	Governance failure if omitted
Starting baseline	Active cohort ARR on day zero	Denominator ($t_0$)	Mid-period new customers inflate the baseline
Churn leakage	Complete contract cancellations	Deducted in numerator	Departed customers treated as ongoing relationships
Contraction drag	Seat cuts, downgrades, usage drops	Deducted in numerator	Partial defection hidden inside aggregate revenue
Expansion exclusion	Upsells, add-on modules, price hikes	Strictly zero ($0.00$)	Upsells offset core product dissatisfaction
Theoretical maximum	Exactly 100%	Ceiling constraint	High NRR creates false confidence in product retention

Swipe or scroll horizontally if the table is wider than your screen.

Source: Author's retention-governance framework grounded in cohort survival analysis and customer equity research from Lemmens and Gupta (2020), Reinartz and Kumar (2000), and Rust et al. (2004).

PNG4:3, 1600 × 1200, with the title, the source line and the attribution set in the image isoglu-2026-what-is-gross-revenue-retention-fig01.png

From the essay

Growth that compounds

What is gross revenue retention?

Gross revenue retention measures preserved recurring revenue without expansion. Isolate contraction and churn before expansion masks cohort decay.

4 Sept 2026

Read the essay

This exhibit belongs to an essay: the numbers live here, the argument lives there.

Cite or embed

APA 7

Isoglu, S. (2026). The Gross Revenue Retention governance card [Figure]. isoglu.com. https://isoglu.com/insights/exhibits/isoglu-2026-what-is-gross-revenue-retention-fig01/

BibTeX

@misc{isoglu-2026-what-is-gross-revenue-retention-fig01,
  author = {Isoglu, Sinan},
  title = {{The Gross Revenue Retention governance card}},
  year = {2026},
  howpublished = {Figure 1, isoglu.com},
  url = {https://isoglu.com/insights/exhibits/isoglu-2026-what-is-gross-revenue-retention-fig01/},
  note = {From the essay {What is gross revenue retention?}}
}

Embed this exhibit

Copy this HTML to use the PNG exhibit on your site with its source line and a link back to the exhibit page.

<figure>
  <a href="https://isoglu.com/insights/exhibits/isoglu-2026-what-is-gross-revenue-retention-fig01/">
    <img src="https://isoglu.com/social/isoglu-2026-what-is-gross-revenue-retention-fig01.png" alt="Figure 1: The Gross Revenue Retention governance card" width="3200" height="2400">
  </a>
  <figcaption>Figure 1: The Gross Revenue Retention governance card. Source: Author&#39;s retention-governance framework grounded in cohort survival analysis and customer equity research from Lemmens and Gupta (2020), Reinartz and Kumar (2000), and Rust et al. (2004). <a href="https://isoglu.com/insights/exhibits/isoglu-2026-what-is-gross-revenue-retention-fig01/">View exhibit</a>.</figcaption>
</figure>