Your users describe what they need. Your AI advisor finds the match.
ChatGPT doesn't know your listings, pricing, or outcomes. We build an AI advisor on your proprietary data that captures intent, budget, and fit from every conversation.
Built for: Education platforms, senior care networks, legal directories, insurance agencies. Any business where people face complex decisions and don't know where to start.
Users browse, bounce, gone.
Directory businesses sit on years of proprietary data, but users see static pages, scroll through listings, and leave. Nobody in your space has solved this. The first one to ship wins.
Users scroll 88 schools and leave. You never know why they bounced.
Users describe what they need. AI matches them and captures why.
You pay for leads. 13 out of 20 can’t afford your program.
AI pre-qualifies before your team ever picks up the phone.
Your data sits in a database. ChatGPT has none of it.
Your data powers every conversation. No one else can replicate it.
Your users are in a consideration phase. They don’t know what they need yet.
Your AI advisor meets them there. It guides, qualifies, and hands off warm.
What this looks like at 11pm.
A user lands on your site. Instead of scrolling 88 listings and leaving, they describe what they need: budget, goals, schedule, learning style. Your AI advisor matches them to three options, explains the tradeoffs, and captures a full qualification profile. By morning, your team has a brief. Not a form fill.
That's the conversation your best salesperson would have. Running 24/7.
For the users who aren't ready to talk to an expert yet, the AI becomes the guidance layer. It helps them figure out what they need before they commit.
Your data → AI → Conversational interface.
We don't give you a generic chatbot. We build a custom AI advisor trained on what makes your business unique.
Your Data
We connect to your database and structure everything so AI can reason about your data.
AI Training
Not a chatbot wrapper. A custom AI advisor on your data. Answers ChatGPT can’t give.
Conversational Interface
Users talk instead of scrolling. Natural conversations that guide decisions and capture preferences. All pre-qualified.
Qualified Leads
Every conversation generates a lead brief: intent, budget, timeline, objections. Your team calls knowing the full picture.
Built with compliance guardrails for regulated verticals.
Career Karma: From static directory to AI career advisor.
Multi
school dispatch across active partnerships
10%
conversation start rate (2.5x over baseline)
8 wks
from zero to working system
“Cool model. I haven't seen that before.”
Alissa Landra, VP US Ops, 4Geeks Academy
Career Karma connects career changers with tech bootcamps. Form-based lead gen had been underperforming across the bootcamp category — users were filling out forms and never converting. We rebuilt the core product into a conversational AI advisor. Users describe what they need, AI matches them using the school's own data, and every conversation captures what forms never could.
Each conversation can recommend 2-3 matched programs, generating value from every interaction.
Multi-school dispatch across active Career Karma partnerships. One partner invited us to speak at their graduation.
The system went from zero to live in 8 weeks.
Ready to see this on your data?
Get a Custom DemoQuestions we hear on every call.
“We’ve tried chatbots. They didn’t work.”
This isn’t a chatbot. It’s a custom AI trained on your proprietary database. It reasons about your actual data, not the internet.
“Our team already does qualification.”
Your team is great at the 35% who are qualified. The other 65% eat their time. AI handles triage so your team only talks to people who are ready.
“We’ve seen this pitch before.”
We know. That’s why we demo, not pitch. Partners who had rejected every other proposal committed after seeing it on their own data. 48 hours, your data, a working prototype.
“How much does this cost?”
Depends on scope. A productized build, where we adapt our existing architecture to your data, starts at $15K and takes 4 weeks. A full studio partnership where we embed with your team, run a pilot, and optimize is $30–50K over 8–12 weeks. Both end with a product you own.
“We’re going through a transition right now.”
That’s actually ideal timing. A small-scope test generates data your new leadership will want to see. We’ve done this during exactly this kind of transition. 8 weeks, contained scope, measurable results.
Your point of contact
Fedor Sokolov
MIT Sloan Guest Lecturer · 4Geeks Graduation Speaker
Built 4 AI products in 90 days working solo with AI. Multi-school dispatch live across Career Karma partnerships. Guest lecturer at MIT Sloan on venture studio models. The person who emails you is the person who builds your product.
See it on your data. 48 hours.
We take your directory data and build a working AI advisor prototype. Not a mockup. A working product your team can test.
If you have the data, we'll show you what it looks like when your users can actually talk to it.