+9%

est. 2Y upside i

CybersecuritySeries D+

Sift offers large-scale machine-learning technology services that help e-commerce businesses detect and fight fraud.

Rank

#1447

Sector

Cybersecurity

Est. Liquidity

~3Y

Data Quality

Data: Medium

Sift presents a moderate upside opportunity for a job seeker.

Last updated: March 10, 2026

Bull (35%)+150%

Sift leverages its strong AI and unrivaled global data network to significantly expand market share, particularly with new offerings like Identity Trust XD and strategic partnerships. Revenue grows to ~$750M-$900M by 2028, and a re-rating of its multiple (e.g., 3-4x revenue) drives valuation to $2.5B, leading to a successful IPO or acquisition.

Base (45%)+50%

Sift maintains its leadership in core fraud prevention, growing steadily at ~20-25% YoY, reaching ~$550M-$600M revenue by 2028. The company achieves a modest multiple expansion or maintains its current multiple, leading to an exit at around $1.5B.

Bear (20%)-40%

Increased competition from well-funded players like Riskified and Signifyd, or new offerings from incumbents, puts pressure on pricing and growth. Revenue growth slows to below 15% YoY, reaching ~$400M by 2028. The valuation multiple compresses, resulting in a down round or acquisition at $600M, significantly impacting common stock value due to the $162M liquidation preference.

Est. time to liquidity~3.0 years

Preference Stack Risk

high

Funding Intensity

24%

Investors hold $162 million in liquidation preferences, meaning common shareholders would only see returns after this amount is paid out in an exit.

Dilution Risk

moderate

As a private company, future funding rounds could dilute existing equity holders, though the scale of the company suggests fewer large rounds are likely before an exit.

Secondary Liquidity

limited

Secondary market activity for Sift is currently low, making it difficult for employees to liquidate shares before an IPO or acquisition.

Questions to Ask at the Interview

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

  • 1

    “Given the intense competition from companies like Riskified and Signifyd, how does Sift plan to differentiate its Identity Trust XD offering and maintain its market leadership in the evolving fraud prevention landscape?”

  • 2

    “With an estimated revenue of ~$375M and a large TAM, what are the key strategic initiatives for Sift to accelerate its growth beyond the current trajectory, particularly in new geographic markets or industry verticals?”

  • 3

    “Considering the Series D funding and the current $1.0B valuation, what is the company's anticipated timeline and strategy for a liquidity event (e.g., IPO or acquisition), and how does the preference stack impact employee equity plans?”

Community

Valuation Sentiment

Our model estimates +9% 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.