Direct-answer structuring
Content written to answer a specific buyer question clearly and completely, near the top of the page.
Answer engine optimization (AEO)
Be the answer buyers trust before the demo
The buyer question is already doing the work of a comparison page. We turn the expertise you have into clear, evidence-backed answers that make your brand easier to retrieve, understand and keep in consideration.
100% REFUND GUARANTEEMiss the agreed result by the agreed date. Get every fee back.↓Answer engine optimization (AEO)
Making expert content extractable, not just readable
Why this matters now
Useful answers increasingly happen before a site visit
SparkToro and Datos' 2024 zero-click study shows that many Google searches end without a visit to the open web. That raises the bar for the answers buyers do encounter: they need to be clear, useful and capable of moving the next decision forward.
03 / A clearer category
Real answers first. Schema second.
AEO is not a formatting trick. It is the work of finding the buyer questions with commercial weight, bringing original expertise to them and making the answer clear enough to be retrieved without losing its meaning.
Surface-level AEOcitation.ly AEO
Surface-level AEOGeneric FAQ and schema additions
citation.ly AEO→Priority question maps tied to buyer decisions
Surface-level AEOAnswers written to satisfy a format
citation.ly AEO→Expert, self-contained responses with useful evidence
Surface-level AEOMore pages published
citation.ly AEO→Coverage chosen for the gaps competitors leave unanswered
Surface-level AEOSnippet visibility treated as success
citation.ly AEO→Retrieval, consideration and conversion context considered together
What's included
Making expert content extractable, not just readable
Structured data and formatting
Clear headings, lists and markup that help retrieval systems parse and extract your content accurately.
Buyer-question mapping
Identifying the specific questions your buyers ask at each stage, so content addresses real intent rather than assumed intent.
Original evidence
Content built on genuine expertise and evidence AI systems can't assemble by summarising everyone else's pages.
What becomes clear
See which buyer questions are earning consideration and which are leaking it
We tie the question, answer asset, source quality and user behaviour together so a content decision is about more than whether another page went live.
- 01
Question coverage
The high-value category, comparison and problem questions that shape an evaluation path.
- 02
Answer quality
Whether the page gives a direct, credible and complete response that a buyer or retrieval system can use.
- 03
Next decision
Which answer to improve, support or connect to a conversion path next.
06 / Proof before promises
Results that speak for themselves.
Selected results show the commercial work and evidence standard behind the systems we build.
more monthly organic clicks
3,760 → 15,378 clicks per month
more organic impressions
79,710 → 1.07M impressions per month
weekly active users built
0 → 430,000+
07 / Operator-led terms
AI-based leverage, with human-based accountability & judgement.
Dhanur Sehgal and Chandan Chaudhary lead the diagnosis, strategy and critical reviews. Before work begins, we put the result, baseline, evidence source, timeframe and shared responsibilities in writing.
- 01Operator-led diagnosis, strategy and critical review; no junior hand-off.✓
- 02An agreed starting point, evidence source and timeframe before execution begins.✓
- 03Scope and shared responsibilities written down before a result is judged.✓
08 / A good fit is specific
Buyers need trust, before they need a demo
AEO works best when the product solves a real, research-heavy problem and the team can bring expertise, proof and a clear commercial point of view to the answer.
- 01A high-consideration product with meaningful buyer questions✓
- 02Experts, customers or evidence that can add something original to the category✓
- 03A content and product team able to review the truth behind key answers✓
- 04A useful next step for the buyer once the answer earns their trust✓
Questions before we start
Before we build, let’s be clear.
01Is AEO just FAQs and schema?+
No. Helpful formatting matters, but it cannot compensate for an unclear, generic or unsupported answer. AEO starts with the question, the expertise needed to answer it and the commercial path that follows.
02Do we have to produce large volumes of content?+
No. The aim is to improve the specific information gaps with the clearest buyer value. Quality, coverage and evidence matter more than a publishing quota.
03How is AEO different from SEO?+
SEO makes content eligible to be found. AEO sharpens that content for direct retrieval and comprehension. The strongest work uses both together rather than choosing one.
04What should improve first?+
We begin with the buyer questions closest to category understanding, comparison and conversion. The baseline tells us which gaps have the strongest case to be addressed first.
The next useful step
Find the buyer questions your content isn't answering directly
Your benchmark includes a map of the buyer questions where your content currently isn't structured to be the answer.
Get the questions to answer nextOperator-led work, a visible baseline and a defined next decision — before any engagement begins.