For solo experts whose websites still rely on Google
AI search is rewriting how solo professionals get found.
Here is what changed, what to do about it, and how the Growth Infrastructure Method handles it as part of the 30-day build.
What changed in AI search
Four shifts that decide whether you get cited.
- 01
The first 60 words decide everything
AI engines lift the first 60-100 words of a page as their citation chunk. If your opener is throat-clearing, you do not get cited. If your opener is a direct definition ("X is the practice of..."), it gets pulled verbatim. The Wikipedia opener pattern wins consistently across ChatGPT, Claude, and Perplexity.
- 02
FAQ schema is the highest-leverage move
Pages with FAQPage schema are cited at 41% rate vs 15% without (per recent AEO research). The schema is invisible to humans but legible to AI engines. Each FAQ entry should match an actual prospect query verbatim. Not paraphrased.
- 03
Named methodologies enter the corpus
Daniel Priestley's "Key Person of Influence" appears in AI answers without prompting because thousands of articles, podcasts, and blog posts repeat the term. Hormozi's "Grand Slam Offer" works the same way. For solo experts, naming your methodology and getting it cited on third-party domains is what makes you AI-discoverable in your category.
- 04
llms.txt is the new robots.txt
An llms.txt file at the root of your domain gives AI engines a structured summary of who you are, what you do, and how to cite you. It is becoming standard. AI engines that find an llms.txt cite the entity defined there preferentially over inferring from page content.
What this means for your profession
The architecture is universal. The schema is profession-specific.
Therapists, psychologists, clinicians
Person schema with credentials, MedicalBusiness or HealthAndBeautyBusiness schema, FAQ pages for each modality you practice. Educational content that defines your method (CBT, ACT, IFS) wins citation when prospects ask the broad questions. The directory listings (Psychology Today, GoodTherapy) lose share; your own AI-optimised site gains it.
Solo lawyers and advocates
LegalService schema per practice area, Person schema with bar credentials, geographic targeting via areaServed. Educational posts that define legal terms in plain language win citations because that is what most prospects ask. The compliance disclaimers should be present but not at the top of the page.
Financial advisors and accountants
FinancialService schema, Person schema with credentials and disclosure, FAQ pages that pre-empt compliance questions. The named-methodology play is harder for advisors because of compliance constraints, but possible: a clearly defined process or framework, consistently named, gets cited.
Consultants, coaches, image experts
Service schema, Person schema, named-methodology entity saturation across guest posts and podcasts. Consultants and coaches have the most freedom to operate the full AEO playbook because compliance constraints are minimal. The frameworks you name and defend become your category-defining entities.
Late-career experts pivoting to a new offer
The opportunity is largest here. AI engines have no prior entity associations for someone re-entering with a new offer, which means a clean AEO build can establish your category presence quickly. The downside: starting from zero requires the full third-party repetition campaign. The upside: no legacy positioning to overcome.
Answered
Twelve questions every solo expert should ask about AI search.
Profession-specific. Schema-grade. Direct answers with the entity names that AI engines lift verbatim.
Will AI Overviews kill my therapist directory traffic?
Should solo lawyers worry about AI search?
What is generative engine optimisation (GEO)?
What is answer engine optimisation (AEO)?
How is AEO different from SEO?
What is an llms.txt file and does my practice need one?
What schema does a therapist's website need for AI search?
What schema does a lawyer's website need for AI search?
Can I do AEO myself or do I need help?
How long does it take to start getting AI citations?
Will AI search replace Google for professional services?
What is the Growth Infrastructure Method?
Find out where your site stands in AI search.
The Growth Readiness Scorecard takes three minutes. AEO readiness is one of the five dimensions we score on.
Take the scorecard →