-71%

est. 2Y upside i

DevOps & InfraAI & MLSeed

Supermemory is an open-source AI platform that enables users to organize, search, and understand all the saved content on the internet.

Rank

#201

Sector

Developer Tools, Artificial Intelligence

Est. Liquidity

~6Y

Data Quality

Data: Medium

Supermemory presents a moderate upside opportunity driven by its strong proprietary technology in a rapidly expanding AI infrastructure market.

Last updated: March 10, 2026

Bull (35%)+400%

Supermemory's proprietary memory architecture becomes the industry standard for AI personalization, capturing significant market share from competitors and attracting major enterprise clients. This drives revenue to over $50M by 2028, justifying a $200M valuation (5x current) as it prepares for a Series B round, demonstrating strong product-market fit and a clear path to profitability.

Base (35%)+75%

Supermemory continues to grow steadily, maintaining its performance advantages and expanding its customer base within the developer tools and AI sectors. It achieves approximately $15M in ARR by 2028, leading to a valuation of $70M (1.75x current) in a follow-on funding round, as it solidifies its position as a niche but critical infrastructure provider.

Bear (30%)-80%

Major AI labs like OpenAI or Google integrate advanced, high-performing memory layers directly into their LLMs, commoditizing Supermemory's core offering. This intensifies competition, slows customer acquisition, and leads to a down round or acquisition at a significantly reduced valuation of $8M (0.2x current), wiping out most common stock value.

Est. time to liquidity~6.0 years

Preference Stack Risk

moderate

Funding Intensity

8%

Investors hold $3M in liquidation preferences ahead of common stock, which is 7.5% of the current $40M valuation.

Dilution Risk

high

As a seed-stage company, Supermemory will likely require multiple additional funding rounds, leading to significant future dilution for current equity holders.

Secondary Liquidity

none

Given its seed stage and small employee base, there is currently no active secondary market or tender offers for Supermemory equity.

Other — 1 role

View all 1 open roles at Supermemory →

Last updated: February 22, 2026

Questions to Ask at the Interview

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

  • 1

    “Given the stated 'medium' incumbent threat from major AI labs like OpenAI and Google, how does Supermemory plan to maintain its competitive edge and specialized focus as these incumbents potentially integrate more advanced memory features into their LLMs?”

  • 2

    “With a hybrid revenue model based on token usage and search query volume, what are the key metrics the team is focused on to drive revenue growth and improve gross margins, especially as the company scales beyond its initial customers?”

  • 3

    “As a seed-stage company, what is the anticipated funding roadmap over the next 18-24 months, and how does the company envision achieving a liquidity event for employees within a reasonable timeframe?”

Community

Valuation Sentiment

Our model estimates -71% 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.