Y Combinator (Startup Forge)

VALIDATED AI Case Studies | YCombinator
We ran 20 ads featuring different features & value propositions of YC to learn what the audience wants, what tone of voice to use, and what the audience demographic is.

We obscured the YC brand name for this study. We used the name Startup Forge.
We generated all the ads + analysis in this report with our tools.
Even identifying and scraping your competitors was automatic.
Inputs
A description of what you intend to build
Startup Forge is a prominent startup accelerator that offers critical seed funding, expert mentorship, and valuable networking opportunities to early-stage companies. By investing in and supporting innovative startups, it acts as a catalyst for growth and success in the competitive tech industry.
What Features do you wish to test?
1. Mentorship and Guidance
2. Funding and Investment
3. Network
4. Providing Housing
5. Carry in the fund for the founders
Overview
VALIDATED AI - CASE STUDY OF Y COMBINATOR
General Approach to Ads
Body Copy
We run 2 copy styles, which are the 2 styles used most frequently by your competitors. This helps us minimize variation due to copy.
Ad Headline
The ad headline which is the preview on FB is consistent across positionings
Creative
Creative is constant across all ads, we only change the text on the creative.
Example Ad:
VALIDATED AI - CREATIVESVALIDATED AI - CREATIVES
TLDR
Funding and investment ranks highest in CTR, followed closely by carry in the fund and the YC network. Housing and mentorship & guidance have lower engagement.
VALIDATED AI - YC CASE STUDY
VALIDATED AI - YC CASE STUDY
Feature + Value Proposition Performance
When advertising a particular feature we indexed on some value proposition. Here’s how they ranked:
Housing subsidies and Funding & Investment features with Authority Style (AS) copy have the highest CTRs, while Mentorship & Guidance features with Value Proposition Style (VPS) copy show the lowest. Authority Style performs particularly well in the top ranking features.
VALIDATED AI - YC CASE STUDYVALIDATED AI - YCOMBINATOR
Gender and Age Distribution
Interest in the product is primarily from males. We also see an uptick in interest from 25-34 year old males. The uptick in 65+ is likely due to this demographic engaging with ads frequently.
VALIDATED AI - YC CASE STUDYVALIDATED AI - YC CASE STUDY
Copy Style
The Authority Style copy generally outperforms Value Proposition across the board, with the most notable lead in Funding & Investment and Provide Housing categories.
validated ai - copy styles
Ranking
1. Authority Style
2. Value Proposition Style
Statistical Confidence
84% confident.