Graffiti
Your best sales rep, in every shopper’s pocket. In-store AI solution for brands and retailers. No app required.
Est 2019
Your best sales rep, in every shopper’s pocket. In-store AI solution for brands and retailers. No app required.
Published Aug 18, 2026
No public product roadmap was located in accessible vendor materials.
This research did not locate a substantial presence for Graffiti on major B2B software review platforms. Searches during the research period did not surface listings or reviews on platforms such as G2, TrustRadius, Capterra, or similar services. Gartner Peer Insights coverage was not identified.
The lack of third-party review coverage is a gap for buyers that rely on independent review validation.
Potential drivers include:
The vendor claims a large user base and presence in several thousand stores across the USA and France. No independent case study PDFs or named customer references were found in accessible site content. The vendor does not disclose a methodology for those metrics (for example, whether "users" equals scans, sessions, or unique devices).
Third-party profiles describe the company as combining AI with other technologies such as computer vision and visual search in-store. These profiles provide context but are not verified customer outcomes.
Buyer recommendation: require at least a few reference calls with similar-format retailers and run a pilot with store-level KPIs agreed in advance (e.g., conversion lift, engagement rate, average order value impact).
Likely best suited for mid-market to enterprise retailers with multiple locations where assisted selling ROI can be quantified.
Vendor materials emphasize these categories:
Decision makers:
End users:
Get a comprehensive analysis of Graffiti including market position, competitive landscape, adoption trends, and peer benchmarks.
Download full report →Because direct Graffiti user reviews were not found, this review considered adjacent community discussions about AI-driven answer engines and user trust. These discussions are not Graffiti-specific but are relevant to buyer concerns about shopper trust and AI sourcing of information.
For example, forum comments about perceived sanitization of review platforms indicate that buyers and consumers may place value on authenticity and traceability of responses from AI systems in retail environments.
Graffiti provides an in-store generative-AI-based assistant that shoppers can access without downloading a native app, typically via QR code. The product is described by the vendor as offering:
The vendor frames the product as a way to introduce e-commerce-style guidance and conversion optimization in physical stores while reducing friction for shopper onboarding.
Graffiti is targeted at brick-and-mortar retailers and emphasizes categories where assisted selling and product education are relevant (for example, wine; vendor material also references food retail and home & electronics categories). Observed vendor messaging emphasizes in-aisle digital assistance accessible without a retailer app.
Positioning themes observed in vendor materials include: