-18%

est. 2Y upside i

AI & MLSeries A

Aaru simulates entire populations to predict the world's events. Welcome to the new age of decision dominance.

Rank

#2719

Sector

AI Synthetic Research

Est. Liquidity

~5Y

Data Quality

Data: Low

Given the current $1B valuation implies a 50x multiple on ~$20M estimated ARR, the expected equity upside over 2 years is -17.5% under our base case, with low confidence due to missing financials.

Last updated: July 19, 2026

Bull (30%)+9%

IPO window and category leadership sustain multiple at 20x, yielding $1.085B exit, +8.5% from $1B entry.

Base (45%)-19%

Multiple converges to 15x on projected $54.3M ARR, exit $813.8M, -19%.

Bear (25%)-46%

Multiple compresses to 10x due to competition or market sentiment, exit $542.5M, -46%.

Est. time to liquidity~5.0 years

Preference Stack Risk

moderate

Funding Intensity

9%

Total funding of $88M represents 8.8% of $1B valuation, indicating moderate preference overhang.

Dilution Risk

low

With $80M raised 6 months ago, no near-term dilution expected.

Secondary Liquidity

none

No secondary market activity or data available.

Technical Staff — 5 roles

General & Administrative — 3 roles

Go To Market — 2 roles

View all 10 open roles at Aaru →

Last updated: March 10, 2026

Questions to Ask at the Interview

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

  • 1

    “How does Aaru's simulation accuracy compare to real-world outcomes in specific client verticals?”

  • 2

    “What is the revenue mix between subscription and professional services?”

  • 3

    “How does the equity vesting schedule and liquidity preference affect my potential payout?”

Community

Valuation Sentiment

Our model estimates -18% 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.