AI-native growth studio

Cerell is an AI-native growth studio that deploys visitor intent tracking, AI chat, and Slack handoffs for B2B and D2C brands — then owns pipeline outcomes, not just reports.

You are the last one to know who WAS on your site.

We know who IS and what they care about. We engage with them and give you real sales calls — starting today.

Start with a €1999 Revenue Leak Audit — credited toward your first month if you continue.

Read the intent blueprint

Let's see how much you are losing.

You are losing every month: 1,200,000

Model based on recovered high-intent visits and sales-ready conversations.

cerell · weekly pipeline brief

3.2×

avg. pipeline lift

12%

conversion uplift

Days

to see the results

  • Series B fintech · /pricingIntent: 92Recommended action: Slack handoff to AE
  • EU logistics · /demoIntent: 81Recommended action: CRM alert + outbound draft
  • D2C brand · /checkoutIntent: 74Recommended action: Retarget + chat assist

Median across studio engagements in the last 12 months. Pipeline = sales-accepted opportunities. Conversion uplift = lift vs. pre-engagement baseline.

Step 0 · free

See exactly how we score intent — before you talk to us

CRL-INTENT-01 publishes our anonymous-visitor engine with its real scoring weights and thresholds. Hand it to your engineer or read it yourself.

Works with your stack

  • Slack
  • HubSpot
  • Salesforce
  • Google Ads
  • Meta
  • Zapier
  • Google Analytics 4

See it yourself

7 free audits, calculators, and playbooks — the same stack we deploy for clients. Run them on your site before you talk to us.

Browse tools hub

Who this is for

We work with a small number of teams where AI conversion systems can move revenue in weeks — not vanity dashboards.

A strong fit

  • B2B or D2C with meaningful site traffic and a clear ICP
  • A sales or growth team that can act on Slack handoffs
  • Budget for a retainer and willingness to ship in weeks — pricing scoped on your discovery call
  • Leadership that measures pipeline, CAC, or meeting rate — not vanity metrics

Not a fit

  • Idea-stage products with little or no site traffic
  • Teams that only want software seats to self-manage
  • Six-month RFPs with no owner who can approve a pilot
  • Anyone looking for a generic chatbot or one-off landing page tweak

If that sounds like you, book a discovery call.

Book a discovery call

What we deliver

We don't sell software licenses. We embed AI-native systems into your stack and run them until they produce measurable revenue.

Conversion intelligence

Know which companies are on your site, what they care about, and when to reach out.

Before: Sales only learns about buyers after a form fill — high-intent visits go cold.

After: Named accounts and intent scores land in Slack while prospects are still browsing.

Timeline to value: First alerts in week 1 · tuned scoring by week 3

  • First-party visitor tracking deployed on your site
  • Intent scoring tuned to your ICP and funnel
  • Weekly pipeline briefs for sales & marketing

AI chat & human handoff

An on-brand AI agent that qualifies visitors and routes hot leads to your team in Slack.

Before: Generic chatbot floods the team with low-intent conversations.

After: Sales-ready chats hand off to Slack with full session context attached.

Timeline to value: Live chat in week 1 · qualification tuned by week 4

  • Chat trained on your product, pricing, and objections
  • Behavior-aware responses based on live session context
  • Instant handoff to sales when intent spikes

Paid traffic optimization

Stop leaking ad spend. We connect campaign data to on-site behavior and fix the gaps.

Before: Rising ad spend with no clear link between campaigns and on-site conversion.

After: Trusted attribution from click to conversion — waste cut, winners scaled.

Timeline to value: Tracking fixed in week 1 · optimization sprints from week 2

  • MarTech stack audit and pixel remediation
  • UTM-to-conversion attribution you can trust
  • Ongoing optimization sprints on landing pages

Visitor enrichment & outbound

Turn anonymous sessions into named accounts and trigger timely outbound plays.

Before: Anonymous sessions disappear — no account name, no timely follow-up.

After: Firmographics in your CRM with AI-drafted outreach triggered by live behavior.

Timeline to value: Enrichment live in week 2 · outbound playbooks by week 4

  • Firmographic enrichment wired to your CRM
  • Account-level alerts for high-intent visits
  • AI-drafted outreach based on real behavior

How we work

A retainer model built for speed. We ship in weeks, not quarters.

01

Discover

We audit your site, stack, and funnel. You get a clear map of where revenue is leaking and what to fix first.

02

Deploy

Our team implements tracking, AI chat, enrichment, and integrations. No engineering lift on your side.

03

Optimize

We run weekly sprints — tuning intent models, chat flows, and campaigns until metrics move.

04

Report

Monthly business reviews with pipeline impact, conversion lift, and next-quarter roadmap.

Results, not features

We measure success in revenue outcomes — not logins, seats, or API calls.

Cases are anonymized by industry. Metrics are measured against each client's pre-engagement baseline over the stated timeframe.

What you actually get

Real deliverables from live engagements — not slide decks.

Weekly pipeline brief

cerell · weekly pipeline brief

  • Series B fintech · /pricing92Slack handoff to AE
  • EU logistics · /demo81CRM alert + outbound draft
  • D2C brand · /checkout74Retarget + chat assist

Intent alert

Series B fintech · /pricing

92

Slack handoff to AE — prospect still on page

Tracking audit excerpt

  • Meta pixel fires on checkout only — 68% of product views untracked
  • No B2B visitor ID on /pricing or /demo — intent gap ~12%
  • UTM parameters dropped on 3 of 7 paid landing pages

Chat handoff transcript

Visitor: We need pricing for a 50-seat rollout.

Cerell AI: Happy to help — are you evaluating for a team or enterprise?

System: Intent score 88 · Handoff triggered → #sales-hot in Slack

Common concerns, answered upfront

What if it doesn't work in 90 days?

You pay the base and nothing more on performance. We only bill performance fees on sales-accepted meetings or incremental revenue — baselines are signed before work starts, and after 90 days you're month-to-month.

What do we keep if we leave?

Everything: data, tracking configuration, chat training, intent models, and playbooks. Tool accounts we set up in your name stay with you. Nothing held hostage.

Studio vs self-serve product?

The product is software you run yourself. The studio is done-for-you: we deploy, optimize weekly, and own pipeline outcomes. Most teams start with the €1999 audit to see which fits.

Cerell vs building it yourself

Assembling the same system alone costs more, takes longer, and nobody owns the outcome.

DIY stackTraditional agencyCerell
Time to live~3 months6–12 weeks14 days (guaranteed)
Who runs itYour teamTheir team (reports)Our team (outcomes)
Typical cost€6,000+/mo toolsFlat retainerBase + performance
You keep it if you leavePartialUsually noYes — everything

See full comparison

How to start

Two steps. The first one is small, fixed-price, and leaves you with a plan you own and quintupled investment either way.

Step 0 · free

Not ready to talk? Take the whole build. CRL-INTENT-01 publishes our anonymous-visitor engine with its real scoring weights and thresholds, so you can hand it to your own engineer.

Read the blueprint
Step 1

Revenue Leak Audit

€1999Worth €10,000

fixed price · delivered in 7 days

Credited in full against your first month's base if you start a retainer within 30 days.

What you get

  • Funnel leak map with your intent gap quantified
  • Tracking and attribution gap report
  • Named-account sample pulled from your live traffic
  • Prioritized 90-day plan that is yours to keep
  • Live walkthrough with the team that would run it
Step 2

Base plus performance retainer

A lower base than a traditional agency, and we earn the rest on results. You choose the metric during the audit and we write it into the agreement.

  • B2B: performance fee on sales-accepted meetings — booked, attended, and accepted by your rep in the CRM
  • D2C: performance fee on incremental attributed revenue above your trailing 90-day baseline
  • Performance fees are capped every month — your ceiling is agreed before you sign
  • 90-day initial term, then month-to-month
  • If we cannot agree that a meeting or sale is attributable, we do not bill it

What this replaces

Assembling the same system yourself, before anyone runs it:

  • Visitor identification tooling€600–1,200/mo
  • AI chat platform€300–800/mo
  • Enrichment credits€400–900/mo
  • Attribution & analytics contractor€2,000+/mo
  • Paid ops freelancer€2,500+/mo
  • Your team's setup time~3 months
Do it yourself€6,000+/mo

Cerell replaces the stack with a team that owns the outcome instead of handing you six logins. Retainer pricing is scoped during your audit.

Live in 14 days or your first month's base is free

Deployment speed is our job, not yours. If your systems are not live and producing signal within 14 days of getting access, you do not pay the first month's base.

Three new engagements per quarter

We run delivery ourselves, so capacity is real. When a quarter is full the next start date moves — the price does not.

Who you'll work with

We run delivery ourselves — three new engagements per quarter, so you get the people who build the system, not a rotating account manager.

Replies within 4 business hours

A.K. · Delivery lead

Deploys tracking, AI chat, enrichment, and integrations. Your single point of contact from day one.

M.R. · Growth strategist

Runs weekly optimization sprints, monthly reviews, and tunes intent models until metrics move.

From Polish startup to global studio

Cerell was formerly Apptent — a Polish startup recognized with industry awards and coverage in national and trade press. We rebranded to Cerell to serve B2B and D2C teams internationally, not only in Poland.

The growth studio and self-serve platform share the same conversion stack our clients run in production.

Engagement models

Every plan includes deployment, optimization, and reporting. Pricing is scoped on your discovery call — not published here.

Launch

Model
Hybrid base plus performance — terms agreed on your call
Cap
Monthly cap agreed before you sign
Term
90 days, then month-to-month

For teams ready to deploy AI conversion systems for the first time.

  • Stack audit & deployment
  • Visitor intelligence + intent scoring
  • AI chat with Slack handoff
  • Monthly optimization sprints
Most popular

Scale

Model
Hybrid base plus performance — terms agreed on your call
Cap
Monthly cap agreed before you sign
Term
90 days, then month-to-month

For brands with paid traffic and a sales team that needs pipeline now.

  • Everything in Launch
  • Paid traffic ops & attribution
  • CRM enrichment & account alerts
  • Bi-weekly strategy calls

Enterprise

Model
Negotiated per market, always capped
Cap
Agreed in contract
Term
Custom terms & SLAs

Multi-brand, multi-market, or complex compliance requirements.

  • Dedicated growth lead
  • Custom integrations & SLAs
  • Multi-language AI agents
  • Quarterly executive reviews

Free resources before the call

No pitch required — use these to diagnose your funnel or hand to your team.

Intent scoring blueprint

CRL-INTENT-01 — real weights and thresholds you can ship yourself.

Free tools kit

7 audits, calculators, and playbooks from live engagements.

B2B tracking checklist

15 checkpoints for marketing and RevOps teams.

Revenue Leak Audit

€1999 fixed price · delivered in 7 days · credited if you continue.

Questions buyers actually ask

Straight answers before you book time with us.

How is this different from buying your product or hiring another agency?

The product is self-serve software. The studio is done-for-you: we deploy the systems, run weekly optimization, and own pipeline outcomes. Most agencies bill a flat retainer for reports. We take a lower base and earn the rest on sales-accepted meetings or incremental revenue.

How fast until we see something?

Most engagements ship first instrumentation and chat within days, not quarters. Early signals (intent alerts, handoffs) typically appear in the first one to two weeks; revenue metrics compound over the first 6–12 weeks.

Do we need engineering on our side?

No. We implement tracking, chat, enrichment, and integrations. You need a stakeholder who can approve access and a sales or growth owner who will act on Slack handoffs.

What data do you access? Are you GDPR-ready?

We work with first-party site data and the tools you authorize (CRM, Slack, ad platforms). Processing is scoped to conversion systems you approve. Privacy and terms are linked in the footer; we can walk through DPA needs on the call.

What's included in the discovery call?

A 30-minute live funnel review, a rough leak estimate with priority fixes, and a clear yes/no on fit. No hard sell — if we are not the right partner, we say so.

Can we start with one service?

Yes. Launch often starts with conversion intelligence and AI chat. We expand into paid ops or enrichment once the core system is producing signal.

What if it doesn't move the needle in 90 days?

Then we earn far less, by design. The performance half of our fee only bills on sales-accepted meetings or incremental revenue, so a flat quarter costs you the base and nothing more. Baselines are signed before work starts, monthly reviews show what moved, and after the initial 90 days you are month-to-month.

How does the performance fee work — can it spiral?

No. Each plan includes a monthly performance cap agreed in your contract before work starts. Base plus cap is your absolute ceiling for the month, and you know it before you sign.

How do you define a sales-accepted meeting or incremental revenue?

A sales-accepted meeting is booked, attended, and marked accepted by your own rep in your CRM — you hold the record, not us. Incremental revenue is measured against a trailing 90-day baseline we measure and sign with you before work starts. If we cannot agree that a meeting or sale is attributable, we do not bill it.

Is the Revenue Leak Audit fee credited or refundable?

Credited in full against your first month's base if you start a retainer within 30 days. It is not refundable on its own, because the deliverables — leak map, tracking report, named-account sample, and 90-day plan — are yours to keep and act on with or without us.

What happens if we stop — do we keep what you built?

Yes. You keep the data, tracking configuration, chat training, intent models, and playbooks, and any tool accounts we set up in your name stay with you. There is nothing to hold hostage.

What happens on the call

Thirty minutes. Clear next steps. No pitch deck marathon.

01

Live funnel review

We walk your site and traffic shape together and spot where intent dies.

02

Leak estimate + priorities

You leave with a rough recovery estimate and the two or three fixes that matter first.

03

Audit scope and price

If we are a fit, we scope the €1999 Revenue Leak Audit on the spot — seven days, credited if you continue. If we are not, we say so.

Ready to stop guessing and start converting?

Book a 30-minute discovery call, then start with the €1999 Revenue Leak Audit — credited toward your first month. Live in 14 days or the first month's base is free. We take three new engagements per quarter.

AI-native growth studio · Cerell