AI search · AEO / GEO — a Lakehouse ecosystem
AI search specialists — AEO, GEO & LLM visibility
Describe what you're trying to win visibility for across ChatGPT, Perplexity, and Google AI Overviews. We'll match it to Answer & Generative Engine Optimization specialists who've done it before — schema, entities, brand-mention monitoring, and attribution. Profiles are anonymized.
ChatGPT is a trademark of OpenAI, Perplexity of Perplexity AI, and Google and Google AI Overviews of Google LLC, named here only to describe the platforms specialists optimise for. Lakehouse is an independent talent network operated by Sloane Staffing; none of these vendors endorses or sponsors this site.
What the AI Search network covers
These are the capabilities specialists in the AI Search network are qualified on — and the same vocabulary your brief is read against, so anything named here is something you can search for above.
- Answer Engine Optimization (AEO)
- Generative Engine Optimization (GEO)
- LLM SEO
- ChatGPT Optimization
- Perplexity Optimization
- Google AI Overviews
- Technical SEO
- Schema Markup
- Structured Data
- Entity SEO
- Knowledge Graph
- Content Strategy
- RAG Optimization
- Prompt Engineering
- Brand Mention Monitoring
- Analytics & Attribution
- Digital PR
- Python
- B2B SaaS Marketing
FAQ
How does Lakehouse match AI search specialists to my brief?
Describe what you are trying to win visibility for and where — ChatGPT, Perplexity, Google AI Overviews, or all three. We read that into a structured requirement, search the AI search network against it, and show you who covers it and how closely. Where the requirement is understood but the bench does not answer it, the page tells you that instead of padding the shortlist.
What is the difference between AEO, GEO and SEO?
Classic SEO optimises for a page of ranked links. Answer Engine Optimization (AEO) optimises to be the answer an assistant gives, and Generative Engine Optimization (GEO) optimises to be cited inside a generated response. In practice they share a technical base — schema markup, structured data, entity and knowledge-graph work, and clean crawlable content — and diverge in how visibility is measured, which is why the specialists in this network are qualified on brand-mention monitoring and attribution as well as on technical SEO.
Which AI search skills are in the network?
Answer Engine Optimization (AEO), Generative Engine Optimization (GEO) and LLM SEO; optimisation for ChatGPT, Perplexity and Google AI Overviews; technical SEO, schema markup, structured data, entity SEO and knowledge graph work; content strategy, RAG optimisation and prompt engineering; brand-mention monitoring, analytics and attribution, digital PR, Python, and B2B SaaS marketing.
Do you cover contract as well as permanent hires?
Both, through the same network. Some briefs need a specialist for one implementation and some need the person who builds the practice behind it, and the shortlist is drawn from the same bench either way — tell us which shape you need in the brief.
What does it cost to search?
Nothing. Searching is free and needs no account — no sign-up wall, no credit card, and you are not added to a sequence for running a search. A fee applies only if you go on to hire someone Sloane introduces, and it is agreed with you before any introduction is made.
Why are the profiles anonymized?
So you judge the work first. An anonymized profile shows what the specialist has actually built and shipped, without a name or a CV format pulling attention away from it. Before any introduction, Sloane confirms the specialist's availability, interest and fit for your brief — so the conversation you get is worth having.