-27%

est. 2Y upside i

AI & MLMedia & CommsSeries B

TwelveLabs Video Understanding Platform uses artificial intelligence to extract information from videos. The platform identifies and interprets movements, actions, objects, individuals, sounds, on-screen text, and spoken words.

Rank

#2876

Sector

AI/ML, Video Intelligence

Est. Liquidity

~4Y

Data Quality

Data: Medium

Given the extreme 32x revenue entry multiple, severe 41% preference overhang, and negative expected upside of -27% over 2 years, the equity offer carries significant risk.

Last updated: July 19, 2026

Bull (25%)+98%

TwelveLabs sustains its ~32x multiple through an IPO window and category leadership, reaching $1.09B exit on projected $36.4M revenue. Net upside +98% after estimated 20% dilution.

Base (45%)-47%

Multiple compresses to 10x as growth normalizes, valuing the company at $364M. Net downside -47% after dilution.

Bear (30%)-100%

Multiple contracts to 5x, exit value $182M below $207M total funding, triggering preference wipeout of common stock. Net downside -100%.

Est. time to liquidity~4.0 years

Preference Stack Risk

severe

Funding Intensity

4140%

Total funding of $207M represents 41.4% of the $500M valuation, creating severe preference overhang that could wipe out common stock in a downside exit.

Dilution Risk

high

Given $207M total funding and recent $100M raise, a future round within 24 months is likely, implying 15-25% dilution for common shareholders.

Secondary Liquidity

none

No secondary market activity reported; liquidity likely only through IPO or acquisition.

Other — 2 roles

View all 2 open roles at TwelveLabs →

Last updated: March 8, 2026

Questions to Ask at the Interview

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

  • 1

    “What specific steps is TwelveLabs taking to defend against Google and Amazon expanding their video AI capabilities?”

  • 2

    “How does the customer expansion model work, and what are the key metrics for upsell from current accounts like NFL Media?”

  • 3

    “What is the expected timeline to IPO and are there any secondary sale opportunities for employees before a liquidity event?”

Community

Valuation Sentiment

Our model estimates -27% upside. What do you think?

Anonymous. Do not share material non-public information.

Community Discussion

Comments are reviewed before they appear publicly.

0/2000

Loading comments...

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