CASE FILE · DISCOVERYSTACK.AI · POST-SEO ERA
AUTHOR · DISCOVERY STACKORCID 0009-0009-1650-0492
Karol Tabiś — author of Discovery Stack

KAROL TABIŚ

Polish B2B product founder. Discovery Stack is the framework I built first for myself (TrenujHandlowca), then formalized for a maximum of three companies per year — from a market that had to learn GEO before the English-speaking world finished debating it.

  • 20+ years in B2B sales (rep → manager → consultant → founder)
  • Founder of TrenujHandlowca.pl (AI training environment for B2B sales conversations)
  • Creator of SEO Machina (open-source content + GEO pipeline)
  • ORCID: 0009-0009-1650-0492 — cross-domain Authority Graph
§ 01/ WHAT I BUILTPRODUCTS · BRANDS · TOOLS

FOUR CONNECTED ENTITIES. ONE METHOD.

2026 →

DISCOVERY STACK

Framework + implementation program

Parent brand for the engine I built for TrenujHandlowca. Open to three companies per year. Three tiers: Diagnosis, Execution, Reporting.

2025 →

TRENUJHANDLOWCA.PL

B2B SaaS product

AI training environment for B2B sales conversations. No seed round, no agency, no marketing team. Discovery Stack is the system that drove that growth.

2025 →

SEO MACHINA

Open-source pipeline

Multi-project SEO/GEO content production system. Four active projects, a dozen monitoring tools, LLM stack on DeepSeek + Anthropic + OpenAI.

2023 →

KAROLTABIS.COM

Expert entity site

Starting point before the pivot to Discovery Stack. Person hub in the Authority Graph, founder blog, cross-domain anchor for sameAs.

§ 02/ BEHIND THE SCENESWHY DISCOVERY STACK

WHY I BUILT DISCOVERY STACK

SEO is degrading as the primary discovery channel. B2B companies have a roughly ten-year window — 2026–2036 — to build durable discovery positions before AI ads get expensive. Discovery Stack is the framework that helps them do it.

In 2024–2025 I ran B2B sales consulting from karoltabis.com. I was suffocating — a market flooded with paid ads, BOFu categories dominated by entrenched brands. In 2025 I decided: build my own product. That is how TrenujHandlowca was born.

The classic SEO playbook was not enough for TH growth. I started research — forty articles in April–May 2026, first framework drafts, validation on my own case. On May 26, 2026 I formalized the pivot: from B2B sales consulting to Discovery Stack thought leadership + implementation program.

Why this timing: the AI Overview era is just starting to collapse the classic SEO funnel. Many companies are 2–3 years behind the leading edge in GEO adoption. I bring an unusual profile: founder-builder with skin in the game, GEO/SEO operator, twenty years of B2B sales in the background — tested first in a Polish market that had no playbook to copy.

§ 03/ PRINCIPLESHOW I WORK

FIVE PRINCIPLES I HOLD EVEN AT THE COST OF SALES

PRINCIPLE · 01

TRANSPARENCY IN NUMBERS

I publish TrenujHandlowca baseline openly — positive or negative. Competitors lie with numbers. I do not.

PRINCIPLE · 02

ANTI-BUZZWORD

No "AI revolution," "10x growth hacks," or "synergistic platforms." Concrete framework + concrete components.

PRINCIPLE · 03

RESEARCH-BACKED CLAIMS

Every claim with evidence. Minimum five research citations per essay.

PRINCIPLE · 04

SKIN IN THE GAME

I built Discovery Stack for myself (TrenujHandlowca) before selling it to external clients.

PRINCIPLE · 05

LIMIT: 3 COMPANIES PER YEAR

Scarcity is not marketing. Twelve weeks of 1:1 work requires calendar capacity.

§ 04/ AUTHORITY GRAPHCROSS-DOMAIN

ONE CROSS-PLATFORM ENTITY

Schema.org Person linked cross-domain via sameAs. AI recognizes me as one entity across platforms — Discovery Stack, TrenujHandlowca, karoltabis.com, ORCID, GitHub. That is not decoration. It is an operational component of the stack.

PLATFORM
URL
discoverystack.ai
discoverystack.ai/en/about
karoltabis.com
karoltabis.com
trenujhandlowca.pl
trenujhandlowca.pl
ORCID
orcid.org/0009-0009-1650-0492
LinkedIn
linkedin.com/in/karoltabis
GitHub
github.com/sokarin

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