+50%

est. 2Y upside i

AI & MLSeries A

Rank

#977

Sector

Artificial Intelligence, Enterprise Software

Est. Liquidity

~5Y

Data Quality

Data: Low

Simile is a high-risk, high-potential Series A startup in AI simulation.

Last updated: July 19, 2026

Bull (25%)+240%

Simile becomes the leading human behavior simulation platform, achieving $100M revenue in 24 months with a 20x multiple, driving valuation to $2B. Strong adoption by enterprises and Gallup partnership validate product-market fit, leading to IPO or acquisition at premium.

Base (50%)+30%

Simile grows steadily to $30M revenue with a 15x multiple, valuation of $450M, modest gain from entry. Further funding rounds dilute common stock by 20%, offsetting some upside.

Bear (25%)-100%

Big AI labs (OpenAI, Google) replicate capabilities, competition intensifies, and customer traction stalls. Revenue fails to materialize, valuation collapses below $100M preferred liquidation preference, rendering common stock worthless.

Est. time to liquidity~5.0 years

Preference Stack Risk

high

Funding Intensity

20%

$100M in preferred stock represents 20% of the estimated $500M valuation, so common equity is subordinated to a significant preference.

Dilution Risk

high

At Series A, additional rounds are likely within 24 months, which could dilute common shareholders by 15-25% per round.

Secondary Liquidity

none

No secondary trading activity reported; employee shares are illiquid until a liquidity event.

Questions to Ask at the Interview

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

  • 1

    “How does Simile's agent simulation differ from large language model agents from OpenAI or Google?”

  • 2

    “What is the current revenue trajectory and unit economics per customer?”

  • 3

    “Given the $100M Series A, what is the expected runway and milestone for the next round, and how does that affect employee dilution?”

Community

Valuation Sentiment

Our model estimates +50% 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.