Question and entity map
Group real buyer questions by task, decision stage, product, and alternative. Identify the facts and first-party expertise needed to answer each one.
AEO & GEO Services
Help buyers find your expertise in AI search.
I help you explain your products and expertise in pages that answer the questions your buyers ask. For AEO and GEO, that means useful source material, clear information about your business, and a way to check where your brand appears.
An AI answer might mention a competitor while missing a useful explanation already buried on your website. I start by looking at the questions that matter to your audience and the pages available to answer them.
My approach to AEO and GEO
I review those pages, their supporting evidence, internal links, and crawl access. Then I help you decide what to improve or write. Google’s AI features use the same basic search foundations as SEO; nobody can promise that a particular page will be cited.
- Your product needs explaining before buyers are ready to inquire.
- Competitors appear in answer-led discovery while your expertise is hard to find.
- You want to add AI visibility to an existing SEO and content program.
What I’ll put together
We’ll agree on the tasks, costs, and responsibilities before I start. These are the areas we can include.
Source-ready content briefs
Create focused briefs with a direct answer, supporting explanation, credible references, and clear next questions. Preserve the detail that makes your expertise useful.
Access and structure review
Check crawl access, important page text, internal links, and structured data that accurately reflects visible content. Prioritize blockers before expanding production.
Visibility review protocol
Agree on a stable set of questions, platforms, locations, and review dates. Record citations and referral signals with their sampling limitations.
The questions I start with
Map buyer decisions
Start with sales questions, support issues, and search demand. Separate genuine information needs from prompts that only exist to flatter a brand.
Improve the source pages
Connect concise answers with deeper explanation and evidence. Resolve inconsistent product details across pages before publishing more of them.
Check eligibility and consistency
Review access, rendering, entity naming, and internal navigation. Include relevant third-party context without manufacturing endorsements or paid-link claims.
Review changes over time
Compare the agreed question set with earlier observations. Treat a citation as one signal, then look at qualified visits and business conversations.
How I review AI visibility
I’ll look at the information you already have and agree with you on what to track. Here are some of the questions we can use it to answer.
Citation observations
Presence in a defined sample of answers.
The decision: See which questions still lack an identifiable source.
AI referral quality
Observable visits and inquiries from identifiable referrals.
The decision: Improve the destination when attention does not become useful engagement.
Answer coverage
Priority questions with maintained source pages.
The decision: Decide what needs research, an update, or a better explanation.
Technical reference: Google AI features guidance.
Questions about working with me.
A few details about aeo & geo services.
How are AEO, GEO, and SEO different?
SEO improves a site’s discoverability and usefulness in search. AEO and GEO emphasize answer-led discovery and how clearly a source can support a generated response. The work overlaps substantially: accessible pages, accurate facts, useful content, and relevant links. I treat them as connected programs rather than competing packages.
Can you guarantee ChatGPT or Google AI citations?
No. Google and AI platforms decide what to surface, and responses can vary by prompt, context, and time. The controllable work is improving the quality, accessibility, and consistency of the source material. Reporting should document the review method instead of presenting a small prompt sample as total market share.
Do we need a new website for AEO?
Usually the starting point is the existing website. A crawl and content review can reveal whether the issue is missing answers, inaccessible content, inconsistent product information, or weak internal connections. A rebuild should follow an identified technical or user need, rather than being a default requirement for AI visibility.
Other ways I can help.
You may also want to look at these services, or learn about my approach and experience.
AEO & GEO
Tell me about
your project.
Tell me what you need and what you’ve tried so far. I’ll read your message and reply by email.
Prefer email? hello@sanusiddharth.com