Pricing and monetization · Multimethod empirical research: theories-in-use interviews, archival field study of a B2B SaaS provider, and cross-industry survey of B2B managers.
Unintended consequences of selling B2B digital subscription add-ons for customer onboarding
Lena Steinhoff, Jisu J. Kim, Vamsi K. Kanuri, Robert W. Palmatier (2025). Unintended consequences of selling B2B digital subscription add-ons for customer onboarding. Journal of the Academy of Marketing Science. https://doi.org/10.1007/s11747-025-01088-3
Plain-English take
More add-on services significantly decreased onboarding-stage retention, and leaner communication channels aggravated attrition. Perceived complexity was identified as the likely mechanism. Add-on bundling had a positive effect on post-onboarding retention, and the negative onboarding effect was not uniform across add-on types.
How much weight to give this
2/5 Evidence needs cautious interpretation
The 1–5 evidence-check score is a practical reading aid, not a formal peer review or a probability that a conclusion is true. It combines design strength (2 points), sample reporting (1), comparison/control clarity (1), and how much of the paper could be checked (1). Access affects how confidently this directory can assess a study, not the study's underlying quality. Blinding is reported separately because it is not relevant to every design.
Multimethod empirical research: theories-in-use interviews, archival field study of a B2B SaaS provider, and cross-industry survey of B2B managers.
Nine managers at the provider and seven representatives of customer firms in the exploratory interviews; CRM data covering 74,871 subscription contracts (new clients, January 2015–May 2018, 37 countries); survey of 297 B2B SaaS managers.
See the full paper for comparison conditions and analysis.
Publisher page checked; full-text methods not independently reviewed.
Double-blind? Blinding was not established from the checked publisher page.
Research question
What the authors investigated
What does unintended consequences of selling b2b digital subscription add-ons for customer onboarding show about customer decisions or business outcomes?
Design
Multimethod empirical research: theories-in-use interviews, archival field study of a B2B SaaS provider, and cross-industry survey of B2B managers.
Sample and setting
Nine managers at the provider and seven representatives of customer firms in the exploratory interviews; CRM data covering 74,871 subscription contracts (new clients, January 2015–May 2018, 37 countries); survey of 297 B2B SaaS managers.
Reported result
What the study found
More add-on services significantly decreased onboarding-stage retention, and leaner communication channels aggravated attrition. Perceived complexity was identified as the likely mechanism. Add-on bundling had a positive effect on post-onboarding retention, and the negative onboarding effect was not uniform across add-on types.
This is a paraphrase of the source. Check the original paper for definitions, estimates, statistical uncertainty and analysis details.
Scope and transfer
Limitations to keep in view
The accessible publisher page did not provide a detailed author-stated limitations section; avoid generalizing beyond the reported study context. Full article methods and correction history were not independently reviewed.
Possible founder application
Use this study as a bounded example of unintended consequences of selling b2b digital subscription add-ons for customer onboarding; assess whether its population, intervention and outcome match your own decision.
Evidence access
Publisher article page; full-text access varies and was not established in this check.
Publisher page directly retrieved; candidate metadata and reported result checked against that page. Full methods were not independently reviewed.
If only an abstract or metadata was available, the profile is limited to claims supported there. A paper's paywall does not change its evidentiary status, but it limits what we can substantiate from accessible text.