AI PRODUCT LAUNCH · SproutsAI
Repositioning recruiting tools around completed AI workflows
Built the market foundation for two zero-to-one AI products, grounding positioning and roadmap decisions in 42+ customer conversations.
- Role
- AI Product Marketing Manager, part-time
- Period
- Jun–Aug 2025
- My ownership
- Owned customer research, positioning, launch narrative, and sales enablement; partnered with product, sales, and leadership.
THE CHALLENGE
The product had gained new AI capabilities, but the website and sales story still read like a list of recruiting features. Buyers could not see how the pieces changed the work between opening a role and producing a shortlist.
THE INSIGHT
Across 42+ conversations, the recurring problem was the number of handoffs between sourcing, screening, and evaluation. That gave us a more useful organizing idea than simply leading with AI.
THE APPROACH
From evidence to execution.
- 01
Find the buying truth
Mapped decision-makers, influencers, existing workarounds, and trust barriers through 42+ interviews and live competitive intelligence.
- 02
Reframe the category
Defined the products around completed recruiting workflows and measurable time-to-value, not isolated AI features.
- 03
Make the story usable
Translated the narrative into demos, one-pagers, pitch decks, FAQs, battlecards, and objection handling for every stage of the sale.
MESSAGING EXCERPT
STRATEGIC ARTIFACT / RECONSTRUCTED
From feature language to buyer language
Before
AI-powered sourcing, ATS, and analytics in one platform.
Reframed promise
Build an evidence-backed shortlist in one workflow, with sourcing and screening connected around the same role criteria.
Support
Customer interviews, competitive gaps, and a measured 26% reduction in time-to-value supported the workflow story.
THE OUTCOME
The launches contributed to a 12% increase in ARR while the research program also guided roadmap priorities and the transformation of two legacy products into AI-led workflows.
Measurement note: The 12% ARR movement was a company result during the launch period. The launches contributed to it; this is not presented as sole attribution.
WHAT I CARRY FORWARD
The most useful positioning decision was to show the recruiting workflow buyers could complete, then use the AI capabilities as evidence.