No team lives closer to this shift than yours. The honest version: your skills transfer, but the objective changes — from ranking pages to governing how AI interprets your organisation. Kodiac is the infrastructure that makes that your discipline.
Free audit · 60-second result · No credit card
AEO and GEO are real, but they are the surface. Underneath them is an infrastructure problem: whether your organisation's knowledge is structured, consistent and governed enough to be interpreted the way you intend.
Twenty years of SEO built exactly the instincts this era rewards — structured data, entity thinking, technical rigour, measurement discipline. What changes is what you apply them to.
What transfers
What changes
Schema markup, entity definitions, taxonomies, content models — the work your team already understands better than anyone in the organisation. In the AI era this stops being page-level hygiene and becomes the substance: a governed layer of knowledge that every AI system draws on, and that you control.
Not because AI can't read prose — it can. Structure is how you decide what is current, approved and true, and how it all connects.
New to the vocabulary? Start with What is AEO?, What is GEO? and AEO vs GEO.
Define your organisation, products and claims once — expressed consistently everywhere.
Validated, versioned markup generated from the model, not hand-pasted per page.
Know which third-party sources each AI system actually weights — and act on them.
A benchmarkable score for AI understanding — the successor to your ranking report.
The same three phases every organisation moves through — with your team operating each one.
PHASE 1 · KODIAC AUDIT
How each AI system interprets your organisation, which sources it cites, where the gaps are — benchmarked against competitors, with a prioritised fix list instead of generic advice.
Kodiac Audit →PHASE 2 · KODIAC CONTENT
Content models, taxonomy, entity relationships and schema — built across your existing CMS and systems, governed and versioned, delivered by API. Structured work that holds its value.
Kodiac Content →PHASE 3 · KODIAC AGENT
Instead of hoping AI finds the right page, your organisation answers directly — trusted, current responses served to AI systems and agents over MCP and APIs, built on the Phase 2 foundations.
Kodiac Agent →Operated day to day in Kodiac Workspace — one workflow for audits, fixes, approvals and reporting.
Every recommendation is tied to a specific gap in how AI interprets you, linked to the source record it comes from, and scored by predicted impact — so your roadmap starts with what moves the needle.
Run the free audit and see how AI interprets your organisation today — then make governing it your team's next discipline.
