06/02/2026
AEO in 2027: what’s coming next. 🔮
The ground is still shifting. Four changes worth preparing for now — before they’re table stakes:
01 — AI engines get memory. Assistants will remember a user’s past brand preferences. Early trust will compound per-person. → Prep: build brand familiarity now.
02 — Agents will buy, not just suggest. AI agents will complete purchases. Machine-readable pricing & specs become non-negotiable. → Prep: structure your product data.
03 — Citations get auditable. Tracking tools will mature into a real category. Share-of-voice becomes a board metric. → Prep: start tracking baselines today.
04 — Freshness gets weighted harder. Engines will lean even more on recency. Quarterly refresh shifts from nice-to-have to required. → Prep: build a refresh cadence.
None of this is far off. The brands prepping in 2026 will look inevitable by 2027.
Save this — and pick one “prep” to start this quarter.
→ rabbitrank.com