-61%

est. 2Y upside i

DevOps & InfraAI & MLSeries A

Mem0 is the memory engine that keeps conversations contextual so users never repeat themselves and your agents respond with continuity. Mem0 Platform delivers that experience as a fully managed service—scaling, securing, and enriching memories without any infrastructure work on your side.

Rank

#571

Sector

Developer Tools, AI, Software & Internet Services

Est. Liquidity

~5Y

Data Quality

Data: Medium

Mem0 operates in a high-growth, critical segment of the AI infrastructure market, evidenced by its rapid API call growth (35M to 186M in Q3 2025) and strategic AWS partnership.

Last updated: March 10, 2026

Bull (25%)+350%

Mem0's universal memory layer becomes the industry standard for AI agents, driven by strong integrations and its open-source community. The AWS partnership expands significantly, and Mem0 captures a substantial share of the rapidly growing TAM, reaching $100M+ ARR by 2028 and justifying a $675M+ valuation (4.5x current).

Base (46%)+100%

Mem0 continues to grow steadily, maintaining its niche as a portable memory solution. It achieves moderate enterprise adoption and fends off direct competition, reaching $40M ARR by 2028 and a $300M valuation (2x current).

Bear (29%)-80%

Large incumbents like OpenAI and Google significantly improve their native memory systems or offer competitive, interoperable solutions, commoditizing Mem0's core offering. Growth stalls, leading to a down round or acquisition at a significantly reduced valuation of $30M, severely impacting common stock value due to liquidation preferences.

Est. time to liquidity~5.0 years

Preference Stack Risk

high

Funding Intensity

16%

Investors hold $24M in liquidation preferences ahead of common shareholders.

Dilution Risk

moderate

Future funding rounds will likely dilute existing equity holders as the company scales.

Secondary Liquidity

none

No active secondary market or tender offers are expected at this early stage.

Engineering — 5 roles

Product — 2 roles

Growth — 1 role

Research — 1 role

View all 9 open roles at Mem0 →

Last updated: March 10, 2026

Questions to Ask at the Interview

Strategic questions based on Mem0's data — designed to show you've done your homework.

  • 1

    “Given that large AI labs like OpenAI and Google are developing their own memory systems, how does Mem0 plan to maintain its differentiation and competitive advantage as a portable, interoperable, and model-agnostic memory layer?”

  • 2

    “Mem0 has seen impressive growth in API calls (35M to 186M in Q3 2025). What are the key drivers behind this growth, and what strategies are in place to convert this usage into sustainable enterprise revenue, especially with Fortune 500 customers?”

  • 3

    “As a Series A company with $24M in funding, what is the anticipated timeline for future funding rounds and potential liquidity events for employees, and how does the company plan to manage potential dilution?”

Community

Valuation Sentiment

Our model estimates -61% upside. What do you think?

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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.