1. Chasing AEO while SEO basics are broken
A site with no location pages, a half-empty Google Business Profile and conflicting phone numbers on three directories is not ready for AEO fine-tuning. AI systems will either ignore you or misrepresent you.
Fix map pack fundamentals first: categories, reviews, citations, core service pages. Then sharpen content for quotability. The order matters because AEO without distribution is a pamphlet nobody reads.
2. Publishing FAQ farms
Generating fifty pages that each contain twenty generic questions ("What is plumbing?", "Why choose us?") creates crawl noise, not authority. Google and AI systems recognise templated FAQ spam and downgrade or skip it.
A handful of specific FAQs on each service page, written from real customer questions, outperforms a separate FAQ section for every postcode you dream of ranking in.
3. Using AI to mass-write thin content
Tools that produce ten blog posts in an hour can fill a content calendar, but they rarely fill a trust gap. AI-generated articles with no first-hand experience, no local detail and no original insight are poor citation candidates.
If you publish, publish less and better: one useful guide beats ten interchangeable listicles. Your own photographs, your own pricing factors, your own process descriptions are what machines and humans both prefer.
4. Ignoring data consistency
AEO amplifies the NAP problem SEO has always had. If your website says Suite 4, Yell lists a old mobile number, and your profile uses a slightly different business name, AI summaries may hedge ("possibly located in...") or pick a competitor with cleaner data.
Run a citation audit, align everything to one canonical version, and keep it that way when you move premises or change numbers. Boring admin work, disproportionate impact.
5. Expecting instant or guaranteed citations
No ethical agency can promise you will appear in ChatGPT next week. AI products change, sourcing varies, and there is no transparent ranking report for citations.
Measure what you can: organic and map rankings, enquiry volume, manual checks on AI tools for your key searches. Treat AEO as improving your odds and accuracy of representation, not as a slot machine. Patience and consistency beat one-off "AEO audits" that rename your headings and invoice you.
