Constructor × Grove Collaborative
20.07x overall ROI
Manual workarounds and null results to AI-native product discovery
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The before-state is concrete and credible: null results for common searches, engineering time wasted on a home-grown system, and merchandisers using outdated tools. The Proof Schedule mechanism is explained in enough step-by-step detail that a reader can understand exactly how Constructor de-risked the buying decision. The 20x ROI figure anchors the story, though the methodology note buried in the results section is the only place it is explained, which limits its persuasive weight.
The Proof Schedule framing: presenting a live pre-sale test as a named, branded process with defined steps turns a standard POC into a story beat that sells against vague competitor promises.
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