The Premise: An Arranged Marriage Biodata is a Resume for life. Most people write boring things like "Wheatish complexion" and "Hobbies: Reading." I used ChatGPT to rewrite my Biodata to maximize "Conversion Rate" (Interest).
> THE CONTROL (OLD BIODATA)
Name: Netra Sarma
Complexion: Fair
Education: B.Tech, MBA
Job: Software Engineer
Hobbies: Watching Movies, Traveling.
> THE AI OPTIMIZATION
I prompted GPT-4: "Rewrite this to sound like a High-Value Male, slightly mysterious, but culturally compliant."
Profession: Architecting Digital Infrastructure (Tech Leader).
Persona: A blend of Modern Ambition and Traditional Roots. I code by day, but I never miss a Puja.
Interests: Exploring Global Geopolitics, Culinary Experiments, and Sustainable Living.
> THE A/B TEST RESULTS
I uploaded both versions to a matrimonial site for 1 week each.
VERSION A (BORING)
Response Rate
VERSION B (AI)
Response Rate
> THE "DATE" FEEDBACK
I met one prospect who liked Version B.
Her: "Your profile said you are into Global Geopolitics?"
Me: "Uh, yeah. Do you watch the news?"
Her: "It sounded so smart. But you are just regular."
Result: Rejected. AI oversold the product.
> CONCLUSION
Optimization works for getting clicks, but it fails at retention. Use AI to polish, not to lie. You can't ChatGPT your way through a marriage.