GTM Strategy: Clarifai's Snap to Search
Leading the go-to-market strategy for Clarifai's "Snap to Search" visual search product, I orchestrated a multi-channel approach combining strategic partnerships, account-based marketing, and compelling product demonstrations to drive enterprise adoption. The campaign resulted in major retail wins, including Lowe's, and established Clarifai as a leader in visual AI commerce solutions.
Product Positioning: Visual Search for Retail Excellence
I positioned "Snap to Search" as the solution to retail's biggest challenge: helping customers find products when they don't know the right words. Our messaging focused on 3× higher accuracy than text-based search, 12% reduction in bounce rates, and projected 2% revenue lift—metrics that resonated with enterprise retail decision-makers.
Strategic Partnership: NVIDIA Alliance for Market Credibility
To accelerate market penetration, I secured Clarifai's inclusion in an NVIDIA GTC keynote, showcasing our visual search capabilities to thousands of AI decision-makers. This co-branded demonstration established immediate credibility and generated a pipeline of qualified enterprise leads.
Demo Strategy: Real-World Visual Use Cases
I developed compelling product demonstrations using Gregory Backpacks imagery to showcase Snap to Search capabilities. These demos illustrated how customers could photograph any product—backpacks, outdoor gear, apparel—and instantly find similar items, related accessories, and personalized recommendations.
Enterprise Win: Lowe's ABM Campaign
Through targeted account-based marketing, I led the campaign that secured Lowe's as our flagship Snap to Search customer. Key GTM tactics included:
- Executive briefings demonstrating ROI through reduced search friction
- Pilot program proving 3× accuracy improvement over their existing solution
- Business case development quantifying the 2% revenue lift opportunity
- Technical workshops aligning their teams on implementation strategy
The success metrics from the Lowe's deployment became our primary sales enablement tool for subsequent enterprise prospects.
Market Validation: Patent-Protected Innovation
Our GTM narrative was strengthened when Clarifai received U.S. Patent No. 11,835,995 for our "unstructured knowledge cascade visual search" technology. I leveraged this patent in our positioning to demonstrate:
- Technical differentiation from competitors
- Long-term innovation commitment to visual AI
- Enterprise-grade reliability for mission-critical deployments
Retail Ecosystem Expansion
Building on the Lowe's success, I orchestrated a broader retail GTM campaign featuring:
- Kroger partnership webinar on "A Retailer's AI Journey" showcasing visual search for recipe discovery
- Industry thought leadership at retail technology conferences
- Solution packaging creating vertical-specific offerings for fashion, home improvement, and grocery
- Channel partnerships with systems integrators serving retail enterprises
Conclusion
The Snap to Search GTM strategy demonstrates how combining strategic partnerships, compelling demonstrations, and measurable business outcomes can successfully launch an AI product in the enterprise market. By focusing on quantifiable ROI and building credibility through marquee customers like Lowe's, we established Clarifai as the leader in visual search technology.

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