# Session AI

> Session AI is an enterprise ecommerce software company that reads live click behavior, predicts purchase intent within a few interactions, and decides whether an anonymous shopper needs a discount, a nudge, an upsell, or no interruption at all. Founded as ZineOne in 2014, it now sells a traffic-priced Session Marketing Agent and supporting decisioning platform to large retailers seeking higher conversion without teaching every shopper to wait for a coupon.

- **Founded:** 2014
- **Headquarters:** San Jose, United States
- **Founders:** Debjani Deb (Co-founder; President (formerly CEO)), Arnab Mukherjee (Co-founder; founding CTO and VP Engineering), Manish Malhotra (Co-founder; founding Chief Product Officer and Head of Data Science)
- **Products:** Session Marketing Agent, Predictive AI Model, Revenue & Margin Optimization Agents, Agentic A/B Testing, Session Marketing Platform
- **Notable:** Raised approximately $43 million across early funding and Series A-C rounds., Recognized in Gartner's 2020 Magic Quadrant for Personalization Engines while operating as ZineOne., Developed an expanding US patent portfolio for real-time event analysis, selective intervention, and session friction analysis.

## Products & services

- **Session Marketing Agent** — An agentic decisioning product that works within retailer-defined goals and constraints to select real-time nudges, incentives, upsells, or no offer.
- **Predictive AI Model** — Models live clickstream and micro-behavior signals to estimate purchase intent for known and anonymous visitors within roughly five clicks.
- **Revenue & Margin Optimization Agents** — Balances revenue targets, margin floors, discount caps, inventory goals, and approved messages at visitor level.
- **Agentic A/B Testing** — Built-in experimentation with control groups, variant allocation, and measurement of incremental outcomes.
- **Session Marketing Platform** — Policies and targeting, reporting and analytics, privacy controls, integrations, and tools for launching in-session experiences.
- **AI Incentive Optimization** — Real-time optimization for choosing which shoppers receive which incentives while protecting conversion and margin goals.

## Achievements

- Raised approximately $43 million across early funding and Series A-C rounds.
- Recognized in Gartner's 2020 Magic Quadrant for Personalization Engines while operating as ZineOne.
- Developed an expanding US patent portfolio for real-time event analysis, selective intervention, and session friction analysis.
- Public case studies report 12x first-year ROI and 4-15% revenue-per-visitor lift for a multi-brand retailer.
- A footwear case study projected 20x ROI, a 38% conversion lift for an on-the-fence segment, and $200,000 incremental revenue in one week.
- Company-reported aggregate benchmarks include more than 35% lower total discount rate, more than 32% conversion lift, and more than 10x ROI.

## Latest updates

- **2026-09** — Session AI's current site positions the company around agentic decisioning and a Session Marketing Agent that continuously predicts, acts, tests, and learns within retailer-defined constraints.
- **2025-07** — US patents were granted for session friction analysis and real-time event sequencing, expanding the company's protected decisioning methods.
- **2025-01** — Published customer material with Tailored Brands focused on reducing promotional dependence while protecting conversion.
- **2024-03** — Announced AI Incentive Optimization for real-time ecommerce promotion decisions.
- **2023-03** — Rebranded from ZineOne to Session AI to center the company on in-session, privacy-forward ecommerce marketing.

## Links

- Website: https://sessionai.com/
- LinkedIn: https://www.linkedin.com/company/session-ai/
- Twitter/X: https://x.com/sessionai
- YouTube: https://www.youtube.com/@sessionai
- Facebook: https://www.facebook.com/zineone

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Profile page: https://yespress.io/session-ai
Published by YesPress — https://yespress.io
Last updated: 2026-09-28