Puller AI reports $513,000 in annual revenue and 40,000 users [Prospeo.io]. The company has not raised a formal funding round. Its bet is that retail teams will pay for an AI agent that can query databases and push data to marketing tools, all without calling IT.
The wedge in retail workflows
Retail is data-heavy with fragmented systems. Puller AI's "data coworker" sits between databases and business users [Puller AI website]. It uses a "living semantic context layer" for commerce data. Non-technical employees generate reports or lists via natural language [Prospeo.io].
Why the NRF floor matters
NRF 2026 Retail's Big Show exhibitor status signals intent [NRF Big Show]. Event is hunting ground for retail tech vendors. For pre-seed with low visibility, it is focused GTM. Targets mid-market retail, e-com vs. broad SaaS. 40,000 users indicate user-led, freemium adoption [Prospeo.io].
The founders and the financial picture
Co-founders Meral Arik (consumer data), Zac Choi (venture capital) [Prospeo.io, Acquisition.com]. Aggregator snapshot: bootstrapped.
| Metric | Value |
|---|---|
| Reported Annual Revenue | 513 K USD |
| Reported User Count | 40000 users |
| Estimated Valuation | 1.7 M USD |
Where the model gets tested
Bet faces tests. AI data assistants crowded; retail semantics differentiates. Commercial pressing: convert users to payers, land customers, and secure capital. Next year: booth to CFO deal.