Looker

-50%

est. 2Y upside i

Series D+

Rank

#3684

Sector

Enterprise Software

Est. Liquidity

~5Y

Data Quality

Data: Low

Joining Looker today offers no standalone equity upside due to its full integration into Google.

Last updated: July 3, 2026

Bull (20%)+44%

Exit multiple holds at 20x driven by Google Cloud integration and AI-powered analytics, yielding $4.26B exit. Net of 20% dilution, upside is 43.8%.

Base (35%)-55%

Exit multiple converges to public comp average of 8x, exit value $1.70B. With 20% dilution, downside of -54.5%.

Bear (45%)-87%

Multiple compresses to 4x as heavy competition from Microsoft and Salesforces pressures valuation, exit value $852M. Net of dilution, -87.2%.

Est. time to liquidity~5.0 years

Preference Stack Risk

moderate

Funding Intensity

1080%

Total funding of $280.5M represents 10.8% of current valuation, giving preferred investors a moderate overhang.

Dilution Risk

high

No recent funding round and unprofitability suggests a future raise is likely, which could dilute common stock by 15-25%.

Secondary Liquidity

none

As a wholly owned subsidiary of Google, there is no active secondary market for Looker shares.

Other — 1 role

Last updated: February 22, 2026

Questions to Ask at the Interview

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

1
“How does Looker's positioning within Google Cloud affect its product roadmap and go-to-market strategy?”
2
“What is the company's biggest competitive advantage against Microsoft Power BI and Tableau?”
3
“What is the typical equity package for new hires at various levels, and is there a secondary market for Looker shares?”

Our model estimates -50% upside. What do you think?

Anonymous. Do not share material non-public information.

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