-85%

est. 2Y upside i

E-CommerceSeries B

Self-Checkout using Computer Vision.

Rank

#3640

Sector

Retail Technology

Est. Liquidity

~4Y

Data Quality

Data: Low

Given the entry valuation of $1.5B based on a 2022 round and current ARR of only $9.8M (153x multiple), the equity upside over 2 years appears highly negative across all scenarios, even with optimistic growth assumptions.

Last updated: July 19, 2026

Bull (15%)-40%

Optimistic scenario: revenue grows 60% CAGR to $20M by 2027, and exit multiple stays elevated at 30x due to IPO hype, implying a $600M exit value, still 60% below entry.

Base (40%)-85%

Base scenario: revenue grows 30% CAGR with decay to $14M, multiple compresses to 7x (in line with public comps), exit value ~$98M, a 93% loss. After dilution, -85%.

Bear (45%)-100%

Bear scenario: competition from Amazon caps growth to 10% annually, revenue stagnates near $11M, multiple crashes to 3x, exit $33M, below preferred liquidation preference, common stock worthless.

Est. time to liquidity~4.0 years

Preference Stack Risk

low

Funding Intensity

498%

Total preferred funding of $74.7M represents only 5% of the $1.5B valuation, so common stock is not heavily burdened.

Dilution Risk

low

The company is profitable, so it may not need to raise additional capital soon, keeping dilution low.

Secondary Liquidity

none

No secondary trading has been reported, so liquidity prior to an exit is unlikely.

Research & Development — 14 roles

General & Administrative — 1 role

View all 24 open roles at Mashgin →

Last updated: March 10, 2026

Questions to Ask at the Interview

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

  • 1

    “How does Mashgin differentiate its AI from Amazon's Just Walk Out and other incumbents?”

  • 2

    “What is the strategy to expand beyond concession stands into broader retail?”

  • 3

    “Given the high valuation and low revenue, what milestones are needed to justify the current price, and what is the expected timeline to an exit?”

Community

Valuation Sentiment

Our model estimates -85% 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.