AEO Citation Audit — Page-Level AI Visibility Intelligence

Discover Exactly Which of Your Pages AI Engines Are Citing — and Which Are Being Passed Over

Your content library exists. Your website is live. But when an Australian buyer asks ChatGPT, Perplexity, or Google's AI Overviews a question your business should own, you have no way of knowing whether your pages are the ones being cited or whether a competitor is taking that credibility instead. The AEO Citation Audit from Ignited Nepal is a page-by-page analysis of your citation performance across five AI engines, with a full competitor comparison and a prioritised roadmap that shows you exactly which pages to fix and which new pages to build.

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This is for you if

Who This Is For

Businesses with existing content who need to know what's working. Australian companies have spent real budget on content: articles, service pages, product descriptions, comparison guides, FAQs. But most have no mechanism for knowing whether those pages are appearing in AI answers. Without page-level citation data, content decisions — what to update, what to expand, what to retire — are made without the most important signal available. This audit provides that signal for every page on your site.

Companies that have already invested in AEO and want to measure the results. If you've previously restructured content for AI visibility, added FAQ schema, improved answer density, or made other AEO-driven changes, you need a way to confirm those changes worked at the page level. Aggregate visibility scores tell you if something moved. Page-level citation scoring tells you which specific pages moved, which queries you've claimed, and which parts of your AEO work still need attention.

Businesses watching competitors earn citations they should own. There is a particular frustration in watching a competitor with thinner content, weaker authority, or less thorough coverage get cited by AI engines for queries that directly match your offer. That displacement doesn't happen randomly. It happens because of structural and content differences that can be found, documented, and closed. This audit identifies precisely where that's happening and why.

Businesses planning their next content investment. Before commissioning new content, it makes sense to know what gap you're actually filling. The roadmap produced by this audit tells you which queries in your Australian market have no citation-worthy page on your site, which existing pages are close to earning citations and just need targeted work, and where a single new page could capture multiple citation opportunities simultaneously. It turns a content brief from an assumption into a data-backed decision.

What's broken

What's Broken

Content is going out but AI engines aren't picking it up.

Teams across Australia are publishing regularly — blog posts, service pages, resource hubs, guides. But AI engines don't cite content simply because it exists. They cite pages that demonstrate authority, provide direct answers, and meet structural criteria at a query-specific level. Pages that don't meet those criteria can sit in a CMS for years, collecting organic impressions, without ever appearing in a single AI-generated answer. The volume of content on your site has almost no relationship to your citation rate if the content isn't structured appropriately.

There is no visibility into which specific pages earn AI citations.

Your analytics platform shows traffic, rankings, and conversions. It does not show you which of your pages ChatGPT referenced last week when an Australian consumer asked a relevant question. That data does not appear in any standard reporting tool. Without a structured citation audit, you have no way of knowing whether your best pages are earning citations, whether your newer content is gaining traction, or whether your investment in any particular section of the site is producing AI visibility at all.

Competitors with weaker content are earning citations your business should own.

This happens constantly in Australian markets and it is one of the clearest indicators that citation performance is not simply a function of content quality in the traditional sense. A competitor can have shorter, less detailed, less current content and still earn more AI citations than you do — because their pages are structured differently, because they use specific formatting patterns AI engines favour, or because they've earned citation links that signal trust on the queries where you're absent. Without knowing the specifics, there's no path to closing the gap.

There is no roadmap for fixing the problem.

Even businesses that know they have a citation gap rarely know where to start. Should they update existing pages? Write new ones? Change their internal linking structure? Improve their schema? The answer is different for every business and depends entirely on what the citation data shows. Without that data, every decision is made in the dark. The result is content investment that may or may not move the metrics that now matter most.

What we engineer

What We Do

Page-by-page citation scorecard

every indexed page on your site tested against the full query set, with a citation score per URL showing which queries each page is cited for, how often, and across which AI engines

Query-to-page citation map

a structured document showing, for each query in the set, which page (if any) was cited, whether it was yours or a competitor's, and the citation rate achieved

Competitor citation comparison report

three competitors tested against the same query set, with documented citation rates, cited pages, and structural analysis of why their pages are outperforming yours on specific queries

Uncited page analysis

a list of pages on your site with clear citation potential that are currently earning zero citations, with diagnostic notes on the likely cause for each

Content gap register

a list of queries in your Australian market where no page on your site is positioned to earn a citation, representing pure new-content opportunity

Prioritised opportunity roadmap

a ranked action list ordered by citation opportunity and implementation effort: specific pages to fix, specific changes to make, specific new pages to create, and the queries each action targets

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What changes

What Changes

Before
After
Before Strategy replaces guesswork.
After When you know which pages are earning citations and which aren't — and you know the specific reasons — every content decision becomes a directed one. You're not publishing content and hoping it lands. You're making targeted changes to specific pages to address specific gaps that the data has identified. That's the difference between a content strategy and a content calendar.
Before Your team has a concrete brief, not a vague direction.
After The roadmap delivered at the end of this audit is a ranked list of specific actions: update this page with these changes, create a new page targeting these queries, fix these structural issues on these URLs. There is no ambiguity about what to do or why. Writers, SEO specialists, and developers can act immediately without needing to interpret general guidance into specific tasks.
Before You establish a measurable baseline.
After The citation scorecard this audit produces becomes your benchmark. Every page has a documented citation score at a point in time. When you make changes and re-test — whether in three months or six — you can see exactly which pages improved, which queries you've claimed, and what your overall citation rate looks like against the starting point. That kind of measurement discipline is what separates businesses that improve their AI visibility systematically from those that are perpetually unsure whether anything they're doing is working.
Before You close the gap on competitors who've been ahead.
After The competitor citation mapping shows you exactly where you're being displaced and by whom. That visibility is actionable in a way that vague competitive benchmarking never is. When you can see that a specific competitor is earning citations on a specific cluster of queries because of a specific structural difference in their content, you have a clear target. The roadmap tells you how to go after it in order of opportunity size.
Common questions

FAQ

What is an AEO Citation Audit?

An AEO Citation Audit is a structured measurement of which pages on your website are being cited by AI engines when they answer questions in your market. It tests every page against a custom query set across five AI platforms, builds a citation score per URL, compares your performance against competitors, and delivers a prioritised roadmap for improving your citation rate. It is, at its core, a measurement tool — designed to produce actionable data rather than general recommendations.

How is this different from the AI Visibility Audit?

The AI Visibility Audit gives you a broad read on how your brand appears across AI engines overall. The AEO Citation Audit works at the individual page level: every URL on your site is tested, scored, and mapped against specific queries. Where the AI Visibility Audit answers "are we showing up in AI answers?", the Citation Audit answers "which of our pages are showing up, for which queries, how often, and what are our competitors doing better on the queries where we're absent?" It is a significantly more granular instrument.

What does page-level citation scoring mean in practice?

Each page on your site receives a numerical citation score based on how many queries in the test set it was cited for, across how many engines, and with what consistency. A page with a high score is one AI engines regularly trust and reference. A page with a score of zero is being skipped entirely — even if it covers relevant topics and ranks in traditional search. The score gives your team a comparable metric per URL: you can rank pages, spot high-performing clusters, identify underperformers, and make targeted optimisation decisions based on where the data shows the biggest gap between potential and actual citation performance.

How long does the audit take?

The AEO Citation Audit takes ten to fourteen business days from project start to final delivery. The query testing phase is the most time-intensive component — each query must be tested across five AI engines and the results documented systematically. This cannot be meaningfully compressed without sacrificing accuracy. Fourteen days gives us the time to build a complete and reliable dataset, run the competitor mapping thoroughly, and produce a roadmap that reflects the full picture.

What does the AEO Citation Audit cost?

The AEO Citation Audit is priced from AUD 3,500 for a standard audit covering up to 50 pages, a 100-query test set, and three competitors. Sites with larger page counts or more complex competitive environments are scoped individually. The price is fixed-fee — you know the investment before work begins. There are no variable charges depending on what the audit finds.

What happens after the audit is delivered?

You receive the full deliverable package: page citation scorecard, query-to-page map, competitor comparison report, content gap register, and prioritised roadmap. From there, you have three clear options. You can take the roadmap to your internal team and implement the recommendations yourself using the detailed guidance provided. You can engage Ignited Nepal to execute the roadmap through our content and technical AEO implementation services. Or you can use the audit as a baseline and schedule a re-test in three to six months to measure how your citation rate has shifted. The audit is a complete, standalone deliverable — no retainer is required to make use of it.

Our team

The people behind the work

Not a black box. Real specialists you can call, with their names on the work.

Niraj Raut

Niraj Raut

Founder — Ecommerce SEO
Keshab Joshi

Keshab Joshi

PPC Expert
Hawrry Bhattarai

Hawrry Bhattarai

Google Ads Expert
Arogya Rijal

Arogya Rijal

SaaS SEO Expert
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Your content exists. The question is whether AI engines are actually citing it.

Most Australian businesses won't know the answer until a competitor has already built a citation advantage that takes months to close. The AEO Citation Audit gives you the data to understand your exact position today — and a roadmap to improve it systematically.

Run an AI Visibility Audit →

Run an AI Visibility Audit