AEO Specialist
Win the answer box: featured snippets & PAA.
An Answer Engine Optimization plan for your site: the questions to target, how to format content to get quoted, the schema to add, and quick wins for featured snippets, People-Also-Ask and voice answers.
What you get
Everything AEO Specialist delivers, out of the box.
Answer-target questions
Snippet-ready formatting
FAQ/HowTo schema plan
Answer-readiness score
How it works
From input to insight in three steps.
Enter your URL or keyword
Point AEO Specialist at any page, domain or search term, yours or a competitor's.
SEO Roger analyzes it
We run the analysis with Claude across the major AI engines in seconds.
Get a prioritized report
Read a clear, ranked breakdown of exactly what to do next.
Related tools
More from AI Visibility.
What is AEO Specialist?
AEO Specialist produces an Answer Engine Optimization plan: the questions your site should target, how to format content so it gets quoted, the schema to add, and specific opportunities for featured snippets, People Also Ask and voice results. It costs 3 credits per run.
How to use AEO Specialist
From signup to shipped fix, this is the whole loop.
- 1Create a free accountSign up in under a minute. No credit card is required, and your first site scan works without an account at all.
- 2Point AEO Specialist at your siteEnter the URL or domain you want to analyze. You can run it on your own site or on a competitor's.
- 3Let it pull the live dataAEO Specialist fetches the current state of the page or domain and runs its checks. Most runs finish in seconds.
- 4Read the ranked findingsResults come back ordered by impact rather than by count, so the issue costing you the most traffic is at the top, not buried under cosmetic warnings.
- 5Ship the fix, then re-runApply the recommended change, or let Roger AI draft it for you, then run the tool again to confirm the issue is resolved and track the improvement.
Why AEO Specialist matters
A large share of searches now end without a click, because the answer appears directly on the results page. If your page ranks first but the snippet above it comes from someone else, you have the ranking and they have the visibility. Answer Engine Optimization is about being the source that gets extracted, which is a formatting and structure problem more than a ranking one.
Search is no longer only Google. ChatGPT, Google AI Overviews, Perplexity, Gemini and Claude answer a growing share of queries by reading the same pages crawlers do, then citing a handful of sources. SEO Roger keeps both audiences in view: the classic SERP and the AI answer, from one workspace.
Who it's for
- Brands that want to be recommended by ChatGPT, Perplexity and AI Overviews, not just ranked in Google
- In-house SEOs who need visibility inside AI answer engines without stitching three tools together
- Agencies and consultants producing client-ready findings, fast
- Founders and marketers who want the fix, not just the metric
AEO Specialist in depth
What makes a passage extractable
Answer boxes are populated by lifting a passage from a page, so the passage has to work on its own. That means a direct answer immediately after the question, phrased so it makes sense without the surrounding paragraphs, typically in forty to sixty words. Content that builds to its answer over three paragraphs is well written and unextractable. Put the answer first, then explain it.
Format determines which box you can win
Different answer formats draw from different structures. A definition or explanation question pulls a paragraph. A process question pulls an ordered list, so the steps need to be actual list markup rather than sentences describing steps. A comparison pulls a table. Matching your structure to the format currently displayed for the query is most of the work, and it is checkable by simply looking at what is being shown now.
People Also Ask is the accessible opportunity
Featured snippets for competitive head terms are hard to take. The People Also Ask box is a much softer target, expands as users interact with it, and pulls from a wider pool of pages. Answering those related questions explicitly on your page, each as a heading with a direct answer beneath, is a realistic way to gain visibility on queries where the main snippet is out of reach.
The honest trade-off
Winning a snippet does not always increase your clicks. If your answer is complete, the searcher has what they needed and does not visit. The gain is brand visibility, authority and the chance to be the source cited in AI answers, which increasingly draw from the same well-structured content. For informational queries this is usually still worth it. For commercial queries where the click is the point, be more careful about giving away the complete answer.
AEO Specialist questions, answered
How many credits does it cost?
3 credits per run.
What is the difference between AEO and GEO?
AEO targets answer features on traditional search results: featured snippets, People Also Ask and voice answers, which extract an existing passage from a page. GEO targets generative engines such as ChatGPT and Perplexity, which synthesize an answer from multiple sources and may cite them. The underlying content work overlaps heavily, but the surfaces and the measurement are different.
Do I need to rank on page one to win a snippet?
Generally yes. Featured snippets are almost always drawn from results already ranking well, most often within the top ten. AEO is about winning extraction among pages that already rank, not a shortcut past ranking.
Does schema markup guarantee rich results?
No. Valid schema makes your page eligible for rich results. Google decides independently whether to display them, and eligibility is not entitlement. Correct schema meaningfully improves your chances and is worth adding; it is not a switch that turns rich results on.
Will winning snippets reduce my traffic?
Sometimes, and it is worth planning for. A complete answer in the box can satisfy the searcher entirely. The usual approach is to answer the direct question fully while making clear there is more depth on the page, so the people who need more still click. On purely informational queries the visibility is often worth the lost click; on commercial queries, be deliberate.
How long until changes take effect?
Snippet ownership changes faster than rankings, sometimes within days of a recrawl, but it is also volatile. Google reassesses these constantly and rotates sources, so winning a snippet is not permanent and losing one is not necessarily a failure of your content.
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