Show HN: I built AI twins from LinkedIn and CRM data to simulate real B2B buyers

Share This Post

I’ve been working on resonaX
— an experiment to see if we can simulate real B2B customers using AI.

The idea: instead of sending surveys or running A/B tests, what if marketers could ask questions directly to an AI twin of their ideal customer — built from real data like LinkedIn profiles, CRM notes, and behavioral insights?

Each twin captures that customer’s role, pain points, buying triggers, and communication style.
You can then ask:

“Would this headline make sense to you?”

“Why would you hesitate to book a demo?”

“What would make this offer more relevant?”

Under the hood:

LLMs + embedding models fine-tuned on buyer language

Real-world inputs (LinkedIn data, optional CSV uploads)

Lightweight feedback layer to validate responses

70+ beta testers are using it to test messaging and GTM ideas before launch.

Would love feedback from HN:

How might you improve the data ingestion layer?
How can I simulate a focus group?
How can i combine data to create a digital twin of a post like VP of Marketing (broad as some users are demanding not testing with just one profile but a combination of atleast 10)?

Any ideas to make the twin modeling more reliable over time?

Free beta: https://resonax.ai


Comments URL: https://news.ycombinator.com/item?id=45822964

Points: 1

# Comments: 0

Source: resonax.ai

Subscribe To Our Newsletter

Get updates and learn from the best

More To Explore

Windows Securitym Hackers Feeds

Universe expansion may be slowing, not accelerating, study suggests

Article URL: https://www.theguardian.com/science/2025/nov/06/universe-expansion-slowing-not-accelerating-nobel-prize Comments URL: https://news.ycombinator.com/item?id=45830217 Points: 1 # Comments: 1 Source: www.theguardian.com

My fan worked fine, so I gave it WiFi

Article URL: https://ellis.codes/blog/my-fan-worked-fine-so-i-gave-it-wi-fi/ Comments URL: https://news.ycombinator.com/item?id=45830178 Points: 1 # Comments: 0 Source: ellis.codes

Do You Want To Boost Your Business?

drop us a line and keep in touch

We are here to help

One of our technicians will be with you shortly.