Enterprise · International Business Group Mid-market AEO
Case Study

Out-ranking entrenched competitors with AEO-first SEO

An international business group was invisible on Google against well-established competitors in an adjacent market. We rebuilt the content architecture around Answer Engine Optimization — not just keywords — and opened a migration path from a legacy domain to a new brand without losing track record.

Based on a true story. Client Names and Company have been changed and identifying details to protect confidentiality.

3
Projects in one program
AEO
Answer-first architecture
0
Legacy SEO equity lost
3 months
Engagement length
Goals

Out-rank entrenched competitors and migrate a legacy domain to a new brand without losing search equity.

Scope

AEO-first content architecture, 301 redirect mapping, 3 sub-projects delivered inside one program.

Impact

Rankings achieved, legacy equity survived the transition, AEO architecture surfacing the firm in AI-generated answers.

The challenge

An international business group was invisible in Google against much larger, entrenched competitors operating in an adjacent market. They also had a legacy brand and a legacy domain that held years of equity, and they were planning a gradual migration to a new brand and new domain. The migration could not cost them their track record in search.

The traditional SEO play was not going to be enough. Competitors had too much domain authority. We needed to be found for the questions the audience actually asks, on both traditional search and on AI answer engines.

What I did

AEO-first content architecture

  • Rebuilt the content architecture around Answer Engine Optimization: question-led structure, schema markup, source-honest writing, and topical authority clusters
  • Identified the specific questions that would surface the firm in AI answers — not keyword volume, but answer patterns
  • Wrote the content patterns so each page was both human-readable and citable by an LLM

Legacy migration

  • Mapped the legacy domain's equity: top-ranked pages, highest-value backlinks, cited content
  • Built the 301 redirect architecture so the new brand would inherit the legacy domain's equity without a penalty
  • Staged the migration across multiple phases so Google and the AI indices could re-map the brand in a controlled way

Scope of the program

  • Three sub-projects delivered inside one program: SEO/AEO for the main brand, the legacy-to-new migration, and a standalone site and LinkedIn presence for a sister company
  • Written playbooks and runbooks for each sub-project so the in-house team could maintain the work after handoff

The outcome

The business group now ranks where it needs to rank, the legacy equity survived the brand transition intact, and the AEO architecture is already surfacing the firm in AI-generated answers on the questions their audience actually asks.

Head of Marketing
Three sub-projects, one clean handoff. The legacy equity survived the brand migration intact — and AEO is doing the rest.
Head of Marketing International Business Group · Enterprise
Shani Wolf
Shani Wolf
Fractional CMO · MarTech & AI Strategy

15+ years in B2B marketing, from global enterprises to high-growth startups. I build the marketing infrastructure that makes revenue predictable.

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