Enterprise buyers shortlist in AI answers before RFPs.
Enterprise AEO / multi-brand / procurement12+ years in search
Now booking enterprise AEO engagements
Hire AEO for Enterprise. Get Cited Where Enterprise Buyers Shortlist You.
Enterprise buyers shortlist vendors inside ChatGPT, Perplexity, Gemini, and Google AI Overviews before procurement opens a RFP. Austin Heaton runs Answer Engine Optimization for multi-brand, compliance-aware teams that need citation share on bigger-ticket deals.
AEODocumented proof:
Lumanu, Riseworks, iSpeedToLead
Lumanu, Riseworks, iSpeedToLead
Key Takeaways5 points
01
02
Multi-brand portfolios need entity clarity per product line.
03
Procurement-ready proof beats glossary content for citations.
04
Bigger tickets require money pages and comparison ownership.
05
Lumanu, Riseworks, and iSpeedToLead are live B2B proof.
Austin Heaton's take:
Enterprise AEO is a multi-brand and procurement problem. Committees ask AI engines who is safe to shortlist. Brands that only publish thought leadership lose to the competitor who owns comparisons, alternatives, and entity clarity across the portfolio.
Why enterprises lose AI shortlistsThe real gap
01
Review sites and competitors own the answers procurement trusts
02
Brand and product entities collide across a multi-brand stack
03
Compliance slows content while buyers still ask ChatGPT today
04
Bigger-ticket pages never get built, so AI cites the smaller rival