-47%

est. 2Y upside i

AI & MLProductivitySeries A

Ranger is an AI-powered platform redefining QA. Our mission is to power testing for the world’s most ambitious engineering, product, and design teams so they can get back to building.

Rank

#391

Sector

Artificial Intelligence & Machine Learning, Business/Productivity Software

Est. Liquidity

~7Y

Data Quality

Data: Low

Ranger presents a strong upside opportunity for a job seeker due to its innovative AI-powered QA solution, significant market potential, and early customer validation.

Last updated: February 23, 2026

Bull (35%)+350%

Ranger's proprietary AI technology achieves significant market penetration, becoming a dominant player in AI-powered QA, leading to a successful acquisition or IPO at a high valuation.

Base (35%)+75%

Ranger continues to grow steadily, securing additional funding rounds and establishing a solid customer base, leading to a moderate acquisition within the next few years.

Bear (30%)-80%

Intense competition from incumbents or larger tech companies integrating similar AI capabilities limits Ranger's growth, or future funding rounds are difficult to secure, leading to a low-value exit or struggle for survival.

Est. time to liquidity~6.5 years

Preference Stack Risk

high

Ranger has raised $8.9M in total funding. Assuming a current estimated valuation of $50M (post-money from seed round with some growth), investors hold approximately 17.8% in liquidation preferences. In an exit at or below $8.9M, common shareholders would receive little to nothing.

Dilution Risk

high

As a seed-stage company, Ranger will likely require several more funding rounds (Series A, B, C, etc.) before a liquidity event, leading to significant dilution for early equity holders.

Secondary Liquidity

none

As a very early-stage company, there is currently no active secondary market or tender offers for Ranger's equity.

Engineering — 3 roles

Operations — 1 role

View all 4 open roles at Ranger →

Last updated: February 22, 2026

Community

Valuation Sentiment

Our model estimates -47% 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.