Answer Engine Optimization: Get Found When Customers Ask AI

Answer engine optimization (AEO) is the practice of structuring your content so AI-powered platforms — ChatGPT, Perplexity, and Google AI Overviews — can extract it as a direct answer to user questions. Hami Tahm works with Canadian businesses as an answer engine optimization consultant to identify where their content is being ignored by AI engines and build a strategy to fix it.

What Is Answer Engine Optimization?

Answer engine optimization is what determines whether AI platforms summarize your content — or skip it entirely. SEO optimizes for ranking. AEO optimizes for citation. The page that wins on Google isn’t always the page AI engines quote when a user asks a question.

AEO vs SEO — the key difference

SEO optimizes how your page ranks among a list of search results — the user still clicks through to read it. AEO optimizes how AI engines pull from your page directly, summarize what they find, and present it as an answer. The user often never visits your site. Both matter, but they reward different things: SEO rewards relevance and authority signals; AEO rewards structure, clarity, and extractability.

For the full comparison: AEO vs GEO vs SEO →

AEO vs GEO — why they’re separate disciplines

AEO and GEO are related but distinct. AEO addresses how AI engines extract answers from your existing content — structure, format, clarity. GEO addresses how AI engines generate responses about your brand from across the web — entity signals, source diversity, citation density. AEO is about being extractable; GEO is about being represented. Most businesses need both, but each is a separate practice.

If your goal is specifically GEO: See GEO consulting →

What an AEO Consultant Does

Three areas of work, each delivered as concrete output you can hand to a developer or content team.

Content structure audit

Reviewing how your existing pages are structured — heading hierarchy, schema, answer formatting, internal linking — to identify which pages are extractable by AI engines and which are not. The output is a prioritized list of structural fixes ranked by how much extraction lift each will produce.

Answer-format optimization

Rewriting and restructuring critical pages so AI engines can extract clear, standalone answers to the questions your customers ask. This is page-level work — title, opening paragraph, subheadings, FAQ sections — done with extractability as the primary design constraint.

Platform-specific strategy

Different AI engines weight different signals. Google AI Overviews favors structured data and authority signals. ChatGPT favors clear definitions and answerable paragraphs. Perplexity favors source diversity and citation density. Strategy is built per platform, not as one-size-fits-all.

Results — Proof of Methodology

7,400+
AI citations
3 months
Time to lift
< 3 months
Domain age
YMYL
Category

HomeCalc.ca, a Canadian personal finance calculator site under three months old, went from near-zero AI citations to over 7,400+ across 25+ pages in 3 months. The lift covered ChatGPT, Perplexity, and Google AI Overviews — the same three platforms AEO targets.

HomeCalc operates in YMYL — Your Money or Your Life — Google’s strictest content category. AI engines are more cautious about citing YMYL content than almost anything else. The methodology cleared that bar on a brand-new domain with no traditional authority.

“I identified a specific technical change that produced this lift. The methodology is part of what you receive in the audit.”

Each engagement is led personally by Hami Tahm, AI visibility consultant based in Canada.

Read the full HomeCalc case study
Coming soon
First AEO consulting case study

Coming summer 2026

Coming soon
High-ticket service client

Case study coming summer 2026

AEO Consultant vs AEO Agency vs DIY AEO Tools

Three ways to approach AEO. Here’s the trade-off.

AEO Consultant (Hami Tahm)AEO AgencyDIY AEO Tools
Who does the workHami Tahm, personallyAccount manager and junior teamAlgorithm, no human review
Methodology transparencyDocumented and delivered to youHeld internally, rarely sharedGeneric dashboard rules
Content customizationBuilt per page for your businessTemplated across clientsNone — same recommendations for everyone
Pricing modelStarts with $1,500 CAD audit, no retainerMonthly retainerMonthly subscription
Proof availablePublic, named case study (HomeCalc.ca)Rarely publicNone

AEO Consultant (Hami Tahm)

Who does the work
Hami Tahm, personally
Methodology transparency
Documented and delivered to you
Content customization
Built per page for your business
Pricing model
Starts with $1,500 CAD audit, no retainer
Proof available
Public, named case study (HomeCalc.ca)

AEO Agency

Who does the work
Account manager and junior team
Methodology transparency
Held internally, rarely shared
Content customization
Templated across clients
Pricing model
Monthly retainer
Proof available
Rarely public

DIY AEO Tools

Who does the work
Algorithm, no human review
Methodology transparency
Generic dashboard rules
Content customization
None — same recommendations for everyone
Pricing model
Monthly subscription
Proof available
None

Tools are useful for monitoring. Agencies are useful at scale. A consultant is useful when you want one person who has done this before to look at your specific situation and tell you what to change first.

For tool comparisons: Best AI visibility tools →

How I Work With Clients

1

Discover

Baseline where your content is cited — and where AI engines skip it entirely — across the platforms that matter to your buyers.

2

Audit

Prioritized gaps ranked by citation and extraction impact, delivered as a written plan you can act on immediately.

3

Implement

Your team executes the changes; I review, adjust priorities, and keep the work aligned to outcomes.

4

Measure

Track citation lift over time and refine what works — so improvements compound instead of stalling.

Start with the audit. Everything else follows from what it reveals.

Who This Is For

High-ticket service businesses

Dental, mortgage, legal, and financial advisory firms — highest ROI from AI citations because each new client is worth more.

B2B SaaS

Products with research-heavy buyer journeys where comparison and evaluation queries dominate AI search.

Local services in competitive categories

Businesses where "best [service] near me" is now an AI query — not just a Google map search.

In-house marketing teams

CMOs and marketing leads at established companies — you have a team that can execute; you need outside expertise to identify the highest-leverage AI moves first.

Frequently Asked Questions

What is the difference between AEO and SEO?

SEO optimizes how your page ranks among search results — users click through to read it. AEO optimizes how AI engines extract content directly from your page and use it to generate an answer — users often never visit your site. The two share some signals but reward different content structures.

What is the difference between AEO and GEO?

AEO addresses how AI engines extract answers from your existing content. GEO addresses how AI engines generate responses about your brand from across the web. AEO is page-level optimization; GEO is entity-level positioning. Most businesses need both, but each is a distinct discipline. For GEO specifically, see GEO consulting.

How long does AEO take to show results?

HomeCalc.ca saw citations climb within 48 hours of implementing the audit's recommendations, with the full 7,400-citation lift visible in 3 months. Timelines vary by site, page count, and existing authority — but structural changes tend to produce measurable shifts within weeks, not months.

Do I need AEO if I already rank on Google?

Often, yes. Most businesses ranking #1 on Google are still missing from AI-generated answers. AI engines pull from many more sources than Google search results and weight different signals. Strong SEO is helpful but not sufficient on its own.

What does an AEO consultant actually deliver?

A written audit covering each AI platform, a prioritized list of structural changes ranked by impact, page-level rewrites where needed, platform-specific recommendations, and direct support during implementation. The audit is the entry point.

How much does this cost?

The starting point is a $1,500 CAD AI visibility audit — flat fee, one-time. Most engagements begin and end with the audit; clients implement internally. Ongoing consulting is scoped per project after the audit completes.

Can I do AEO myself with tools?

Tools tell you where you're cited. They don't tell you why you're not cited elsewhere or what specific changes to make. If you have the technical and content skills to interpret tool data and design the fix, DIY is viable. If you want one person who has done this before to identify what to change first, hire a consultant.

Related Service — GEO Consulting

If your goal is specifically how generative AI engines describe and synthesize your brand across the web — not how they extract answers from your specific pages — that’s a separate practice. Generative engine optimization (GEO) addresses entity signals, source diversity across third-party sites, and how AI engines compose responses about you when they generate from scratch rather than extract.

Most businesses need both AEO and GEO over time. The right starting point depends on what’s most broken first.

Generative Engine Optimization Consulting in Canada →

Work With Me

Ready to find out how your content performs in AI search?

Start with a $1,500 CAD AI visibility audit. Report and walkthrough call within 7 business days.

Most AEO engagements start with the AI Visibility Audit ($1,500 CAD, 7 business days). After the audit, we scope ongoing work based on what we find.

Book Your AI Visibility Audit

Or email hami@hamitahm.com