Lead cost from 107.85 PLN to 15.14 PLN in three weeks. What happens when AI starts learning from scratch
From 107.85 PLN to 15.14 PLN per lead in three weeks. A life insurance agent started from scratch: no ad account, no data history, no prior experience with paid advertising. Here is a step-by-step account of what happened and why it was no coincidence.
Lead cost improvement in 3 weeks
Week 1: 107.85 PLN / lead · Week 3: 15.14 PLN / lead · 3 leads for 45.41 PLN total
Why starting ads from scratch is the most expensive moment in any campaign?
Most insurance agents build their referral network over years. It works, but has a clear ceiling. When the network stops growing on its own, one question emerges: how do you reach new people who don't know you yet? The answer is paid advertising. But entering paid ads without any data history is a bit like driving an unfamiliar road at night without a map.
Meta's advertising system, like any other, learns from data. When an account is brand new, it knows nothing: it doesn't know who will click, who will fill out a form, who is ready to talk about insurance. At first, it simply tests. And that testing costs money.
- First contacts are expensive because the system doesn't yet know who to target
- Without prior data there are no shortcuts to reaching the right audiences
- Every złoty spent at the start is an investment in the system's knowledge, not just in contacts
- Without an optimization mechanism a campaign can stall for months and burn through budget
- Manual adjustments without data are guesswork, not management
What happens in the first three weeks when AI starts learning?
The client came to us without an ad account, campaign history, or pixel on her website. We built everything from the ground up. The most expensive ad set generated 2 contacts at 107.85 PLN each. For someone who had never run paid ads, that could look discouraging. For us, it was the expected starting point.
Our AI system works differently from manual campaign management. It doesn't wait weeks for a report before making changes. It analyzes data in real time and shifts resources to where effectiveness signals appear. By the second week a different ad set was generating contacts at 54.41 PLN each. In the third week the campaign reached 15.14 PLN per completed form.
The system collects first data. Tests audience groups, creatives, and times. The costliest set delivered 2 contacts - every złoty builds knowledge.
AI eliminates ad sets that generate no leads. Budget flows to the ones that work - 4 contacts in this set.
3 leads for a total of 45.41 PLN. The system now knows who to speak to and how.
"I felt like ads were something reserved for big companies with big budgets. Now I know it's about giving the system time to learn."
– Ad Plus Polska client, life insurance agent
How does the Ad Plus AI system work and why does the cost drop week after week?
Who we build these campaigns for
Insurance agents with active businesses who want to go beyond their referral network and build a steady flow of new clients. We work with both fresh accounts and people who have already tried advertising and weren't satisfied with the results.
What we specifically do
We build the entire system from the ground up: from account configuration, through audience targeting, to ad copy and the contact form. We don't hand off the campaign after launch. We stay with it and let the AI system work over the following weeks, gradually lowering the cost of every contact.
- Market analysis and audience selection specific to the insurance industry
- Our internal AI model that continuously evaluates results and shifts budget to better-performing ad sets
- Ad copy written in the language a client considering life insurance actually thinks in
- Simplified contact form - only what's necessary so the client doesn't abandon halfway through
- Continuous parallel testing that lets the system learn faster than a single ad version would allow
What does the start of cooperation look like step by step?
We begin with a conversation. We want to understand what kind of client you're looking for, what region you operate in, and what your expectations are for monthly contact volume. This conversation is free and non-binding.
We then prepare a proposal: budget, projected cost-per-contact range, and a schedule for the first weeks. You see exactly what we do and how we measure results.
After the campaign launches, we continue working with it for the following weeks. First results appear quickly - usually within the first or second week. Full optimization, as in the case described, typically takes two to four weeks. During this time the cost per contact drops systematically as the AI learns every day.
Who is this cooperation right for - and when are we not the right choice?
Works well when:
- You are an insurance agent with an active business
- You have a real advertising budget of at least 1,500 PLN per month in ad spend
- You want a steady stream of new clients, not a one-time burst
- You understand that the first weeks are an investment in teaching the system, not a loss
- You have never run ads and want to start correctly, not through trial and error
We won't be the right fit if:
- You expect clients from day one with no campaign learning period
- You cannot regularly answer calls from new contacts
- You are looking for a one-time action rather than a permanent client acquisition system
Frequently asked questions
Is this result guaranteed in every campaign?
No. Every campaign is different depending on region, client profile, and competition. We can show past results and honestly tell you what to expect in your specific situation. We don't promise numbers before we know the details.
How long does it take to reach a low cost per contact?
In this case, three weeks were enough for a 7× improvement - from 107.85 PLN to 15.14 PLN per contact. Realistically, count on two to four weeks for clear results. The more budget allocated at the start, the faster the system collects data and learns.
Do I need an existing ad account and website?
No. We start from scratch. We set up the account and configure everything from the ground up. Having a website is useful, but if you don't have one we can run the campaign to a contact form directly on the Meta platform.
What is the minimum advertising budget needed?
We work with budgets from 1,500 PLN per month in ad spend alone. Below that amount the campaign collects data too slowly for the AI to optimize effectively. It may still work, but much more slowly and less predictably.
Does this only work on Facebook?
The described campaign ran on Meta platforms - Facebook and Instagram. We also work with Google Ads. In life insurance, Meta often delivers very precise targeting because it allows reaching specific age groups and life situations. We choose the channel individually after our conversation.
What if I have already tried ads and they didn't work?
That's a common starting point. Ads rarely "don't work" in an absolute sense - usually something in the configuration, copy, or audience selection needs adjusting. We are happy to review previous campaigns and tell you what we see.