-24%

est. 2Y upside i

ProductivityAI & MLSeries A

Mem AI is an AI-powered note-taking app that uses artificial intelligence to organize and connect your notes, allowing you to easily search and retrieve relevant information by leveraging natural language processing, essentially acting as a personal knowledge base where you can capture ideas, ask questions, and generate content based on your saved information.

Rank

#2818

Sector

Productivity Software, AI/ML

Est. Liquidity

~5Y

Data Quality

Data: Low

Mem's equity is highly speculative with a negative expected 2-year return of -23.5% due to stale $110M valuation, missing financials, and intense competition from deep-pocketed incumbents.

Last updated: July 19, 2026

Bull (10%)+44%

Mem achieves category leadership and IPO within 2 years, with exit multiple expanding to 10x on $18M revenue, resulting in $180M valuation. After 20% dilution, upside net 43.6%.

Base (55%)-6%

Mem grows to $18M revenue but faces competition, trading at 7x multiple for $126M valuation. After 20% dilution, upside net -5.5%.

Bear (35%)-71%

Mem fails to gain traction, revenue stagnates and multiple compresses to 3x, exit value $54M. Preference stack claims $29M, leaving common with significant loss, further diluted 20% for -70.9% return.

Est. time to liquidity~5.0 years

Preference Stack Risk

high

Funding Intensity

26%

Total funding of $29.1M against a $110M valuation gives a 26.5% preference overhang, meaning common holders are junior to a significant claim.

Dilution Risk

moderate

Given no recent raise since 2022 and a 37-person team, a Series B within 2 years is likely, adding 15-25% dilution.

Secondary Liquidity

none

No secondary market implied valuation or known tender offers; liquidity is unlikely until an exit event.

Engineering — 1 role

View all 1 open roles at Mem →

Last updated: March 10, 2026

Questions to Ask at the Interview

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

  • 1

    “How does Mem plan to differentiate from Notion and Microsoft Loop as they integrate more AI features?”

  • 2

    “What is the company's path to reaching $100M in annual recurring revenue?”

  • 3

    “What is the expected timeline to liquidity, and are there any secondary sale opportunities for employees?”

Community

Valuation Sentiment

Our model estimates -24% 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.