AI search and AEO · New York
Make the business easier to understand, trust, recommend, and choose.
Donald Lena helps New York businesses strengthen the public facts, proof, pages, profiles, and conversion paths that Google, Maps, ChatGPT, Gemini, Perplexity, and other answer systems can evaluate.
What AEO means
Answer engine optimization makes a business easier for AI systems to identify, verify, and use when answering a real customer question. It is not a hidden switch. It depends on clear first-party information and credible corroboration elsewhere on the web.
How it differs from SEO
SEO often focuses on crawlability, relevance, rankings, and clicks. AEO adds entity clarity, concise answer-ready pages, stable identifiers, structured data, and evidence across profiles, reviews, directories, press, and other third-party mentions. The two disciplines reinforce each other.
The local-business signal
Google Business Profile, the website, major directories, reviews, menus or service details, public profiles, and reputable mentions should agree on the name, category, location, offer, and customer path. Conflicts make both people and machines less confident.
What Donald actually does
The work can include an entity audit, canonical service and location pages, metadata, internal links, structured data, crawlable menus or service information, profile cleanup, proof architecture, third-party signal planning, analytics, and monthly prompt checks.
How visibility is measured
A useful baseline records whether named AI tools mention the business for a fixed prompt set, whether the facts and linked sources are correct, and whether visits lead to calls, reservations, inquiries, or other qualified actions. AI prompt volume is not invented or treated like traditional keyword volume.
No magic and no guarantees
No one can guarantee a citation, recommendation, or ranking in a particular answer. The work improves the accuracy, consistency, corroboration, usefulness, and conversion path of the signals a business can control.
Published proof
Evidence before theory.
Useful questions.
How does a local business get mentioned by ChatGPT?
Start with one consistent business identity, a complete Google Business Profile, crawlable service information, credible reviews and third-party mentions, strong pages for real customer questions, and a simple next action. Then monitor a fixed set of prompts and correct stale sources.
Is AEO different from local SEO?
AEO and local SEO overlap. Local SEO strengthens Maps and local discovery; AEO also focuses on whether answer systems can identify, corroborate, summarize, and recommend the business for a specific question.
Can Donald guarantee that ChatGPT recommends my business?
No. Donald does not guarantee rankings, citations, or recommendations. The service improves the public evidence and customer path those systems can evaluate.
Who is the service for?
It is designed for founder-led restaurants, hospitality businesses, local services, and small New York teams with a real offer but an unclear, inconsistent, or weakly corroborated public footprint.
Start with the current constraint
Bring the business, the evidence, and the part that feels stuck.
Donald reviews the public customer path, the operating handoff behind it, and the proof already available. Scope is set after review; there is no public fixed-price package.