Search intelligence, in practice
Better search decisions.
Stronger evidence.
Make sense of rankings, AI answers and automation. Practical research for teams that need to know what changed — and what to do next.
Explore the three guidesFor product teams, technical marketers & agencies
Poland · United Kingdom · English-language markets
The field guide / three parts
From measurement to implementation.
Read in order, or start with
the decision in front of you.
Beyond Rankings: How to Measure Search Visibility Without Misleading Yourself
Measure organic rankings, AI mentions and citations with clear denominators, first-party context and a repeatable Poland–UK research panel.
Read the guide 02 / Research & automationFrom Keywords to Decisions: Building SEO Automation That Improves Research
Connect keyword discovery, intent analysis and first-party evidence to reviewable SEO decisions. Automate research with explicit limits and quality checks.
Read the guide 03 / Architecture & procurementBuilding a Search Intelligence Platform: What to Buy, What to Build, and What to Test First
Compare SERP APIs and SEO tools by their role, model acquisition costs, and design a 30-day search intelligence prototype before scaling.
Read the guideOur editorial lens
Know what the evidence
can actually tell you.
Keep organic rankings, AI mentions, citations and business outcomes distinct. A vendor’s documentation explains its interface; it does not prove that its data is right for your market.
These guides preserve sources, assumptions and proposed experiments so you can review the reasoning — and test it before you scale.
How we work with sources