Broccoli AI

broccoli.com →

-57%

est. 2Y upside i

AI & ML

AI-native operating system for home service businesses

Rank

#1061

Sector

Artificial Intelligence, Home Services Software

Est. Liquidity

~3Y

Data Quality

Data: Medium

Broccoli AI presents a moderate upside opportunity driven by impressive 30% month-over-month revenue growth and a strong niche in AI voice agents for home services.

Last updated: March 10, 2026

Bull (35%)+250%

Broccoli AI leverages its 30% month-over-month revenue growth and deep ServiceTitan integration to become the dominant AI operating system for home services, expanding beyond plumbing/HVAC. This drives revenue to $100M+ by 2028, justifying a $420M+ valuation (3.5x current) at acquisition or IPO, well within the Series B upside cap.

Base (30%)+60%

Broccoli AI maintains strong growth in its niche, continuing to attract home service businesses with its specialized AI agents and CRM integrations. Despite competitive pressures on voice quality, it reaches $50M in revenue by 2028, leading to a $192M valuation (1.6x current) in a strategic acquisition, offering a modest return for common shareholders.

Bear (35%)-60%

Well-funded competitors with superior AI voice quality and objection handling, such as Craft, gain significant market share, while ServiceTitan or other incumbents launch their own advanced AI solutions. This commoditizes Broccoli AI's offering, slowing growth, leading to a down round or acquisition at a significantly reduced valuation of $48M, wiping out most common stock value given the $24.2M preference stack.

Est. time to liquidity~3.0 years

Preference Stack Risk

high

Investors hold $24.2M in liquidation preferences ahead of common stock, representing approximately 20.2% of the assumed $120M valuation.

Dilution Risk

moderate

As a Series B/C stage company, additional funding rounds are likely before an IPO or acquisition, which will lead to further dilution of employee equity.

Secondary Liquidity

none

There is no indication of active secondary markets or tender offers for Broccoli AI at its current stage and size.

Other — 1 role

View all 1 open roles at Broccoli AI →

Last updated: February 18, 2026

Questions to Ask at the Interview

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

  • 1

    “How does Broccoli AI plan to address competitive claims regarding its AI voice quality and objection handling, particularly against companies like Craft that emphasize human-like interactions?”

  • 2

    “Given the rapid 30% month-over-month revenue growth, what are the key strategies for scaling operations and customer support while maintaining product quality and customer satisfaction?”

  • 3

    “With $24.2M in total funding and an assumed $120M valuation, what is the company's anticipated timeline and strategy for a liquidity event, and how does it plan to manage future dilution for common shareholders?”

Community

Valuation Sentiment

Our model estimates -57% 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.