Every SEO and AEO retainer should include three recurring audits: a cited-source audit (which websites AI tools cite when answering your buyers’ questions), an entity consistency audit (whether your brand, people and services are described the same way everywhere) and a third-party mention audit (where independent sites talk about you and where they don’t). Together they explain why a brand is or isn’t named in AI answers, and they turn vague “AI visibility” goals into specific monthly tasks.
This guide walks through each audit, how often to run it, the template to use and how to fold the results into a retainer report.
Key takeaways
– AI answers almost always cite sources. Moz found 96% of Google AI Mode responses included citations, so knowing which sources get cited is actionable.
– Rankings explain only part of it. Ahrefs found 37.9% of AI Overview citations came from top-10 ranking pages.
– Third-party platforms are heavily cited. Semrush’s research found Reddit and LinkedIn among the most-cited domains across AI tools.
– Mentions matter more than links for AI visibility in Ahrefs’ 75,000-brand study.
– Run the cited-source audit monthly, entity consistency quarterly and mentions monthly.
Why do retainers need citation audits?
Traditional retainers track rankings, traffic and links. Those still matter, but they don’t explain AI answers. A brand can rank well and still be missing from AI recommendations because:
- AI tools cite other sources for that question (directories, reviews, forums, videos).
- The brand’s information is inconsistent, so AI tools describe it poorly.
- Competitors are mentioned on independent sites and the brand isn’t.
The three audits diagnose each of these.
Audit 1: The cited-source audit
What it answers: When buyers ask AI tools about this category, which sources get cited, and are we among them?
How to run it
- Build a fixed prompt set of [X] buyer questions: discovery (“best [service] for [need]”), comparison (“[A] vs [B]”), cost and process questions.
- Run each prompt in ChatGPT, Perplexity, Gemini and Google AI Mode, plus checking AI Overviews in regular search.
- Record every cited URL and categorize the source: brand site, competitor site, directory, review site, forum, video, publication, other.
- Note whether the client is named and whether the client’s own pages are cited.
- Repeat monthly with the same prompts.
Template columns
| Prompt | Engine | Date | Client named? | Client cited? | Competitors named | Cited URLs | Source types |
What to do with the results
- If directories and review sites dominate, prioritize listings and review generation.
- If competitor guides dominate, build better answer content.
- If forums or videos dominate, plan community and video work.
- If the client is named but described inaccurately, move to the entity audit.
Audit 2: The entity consistency audit
What it answers: Is our brand described consistently enough for AI tools to understand and describe it accurately?
What to check
- Business name and spelling variations.
- One-line description of what the business does.
- Services and locations.
- Leadership and expert names, titles and bios.
- Contact details (address, phone where relevant).
- Founding details if publicly shared (accurate only).
Where to check
- Website: homepage, About page, service pages, author bios, footer.
- Structured data: Organization, LocalBusiness, Person schema.
- Google Business Profile.
- LinkedIn company and leader profiles.
- Major directories and review sites.
- Industry association listings.
- Social profiles.
- How AI tools currently describe the brand (ask “What is [brand]?”).
Template columns
| Surface | Name | Description | Services | People | Contact | Issues | Fix owner |
What to do with the results
Create a “source of truth” document with the approved descriptions, then update each surface. Prioritize the surfaces AI tools cite most in the cited-source audit.
Run this quarterly, or after any rebrand, service change or leadership change.
Audit 3: The third-party mention audit
What it answers: Where do independent sites mention us, where do they mention competitors, and where are the gaps?
How to run it
- Collect current mentions with a brand monitoring tool, search operators and backlink tools (unlinked mentions count too).
- Collect competitor mentions the same way for two or three main competitors.
- Cross-reference with the cited-source audit: which sites cited in AI answers mention competitors but not the client?
- Build a gap list of target sites: roundups, directories, publications, podcasts, communities.
- Track new mentions each month.
Template columns
| Site | Type | Mentions client? | Mentions competitors? | Cited in AI answers? | Opportunity | Action | Status |
What to do with the results
Turn the gap list into outreach: submit to directories, pitch roundups, offer expert quotes, book podcast appearances. Prioritize sites that appear in AI citations.
How often should each audit run?
| Audit | Frequency | Time estimate |
|---|---|---|
| Cited-source | Monthly | [X] hours depending on prompt set size |
| Entity consistency | Quarterly (plus after changes) | [X] hours |
| Third-party mentions | Monthly tracking, quarterly deep review | [X] hours |
Adjust the prompt set size to the retainer budget. A small local retainer might use 10 prompts; a larger B2B program might use 50 or more.
How do the audits feed the retainer workplan?
Each audit produces tasks:
- Cited-source: content briefs, listing updates, video or community plans.
- Entity: profile updates, schema fixes, About page and bio rewrites.
- Mentions: outreach targets, PR pitches, podcast pitches.
Add these to the monthly task list alongside technical SEO and content production.
How should the audits appear in the client report?
Keep it to one page within the monthly report:
Illustrative report section (placeholders, not client data):
– Cited-source: named in [X] of [X] prompts (last month [X]); own pages cited [X] times. Top cited source types: [directories], [competitor guides].
– Entity: [X] inconsistencies fixed this quarter; AI descriptions accurate in [X] of [X] checks.
– Mentions: [X] new third-party mentions; [X] on sites cited in AI answers. Next targets: [X].
– Actions next month: [three tasks].
Pair it with Search Console’s Generative AI performance report data for AI Overview and AI Mode impressions.
How should agencies price and staff these audits?
- Bundle them into retainers rather than selling separately, so AI visibility is part of the core work.
- Assign an analyst to run prompts and log data.
- Have a strategist interpret results and set actions.
- Use a fulfillment partner for prompt runs, logging and outreach if capacity is tight.
- Standardize templates across clients for efficiency.
How can businesses run lighter versions in-house?
- Cited-source: 10 prompts, two engines, monthly, in a spreadsheet.
- Entity: a one-page source of truth and a quarterly check of your top ten profiles.
- Mentions: a free alert for your brand name and a list of five sites to target each quarter.
That’s a few hours a month and still produces useful direction.
What tools help?
- A spreadsheet for prompt logs and entity checks.
- AI visibility tracking tools if budget allows (verify their methods).
- Brand monitoring and backlink tools for mentions.
- Search Console for AI impressions.
- GA4 for AI referral traffic, using a custom channel group.
Tools speed things up, but manual review is still needed to judge accuracy and context.
How do you keep prompt checks reliable?
AI answers vary from run to run. Improve consistency by:
- Using the same prompts each month.
- Logging the date, engine and whether you were signed in.
- Running in a clean browser session where possible.
- Looking at trends over several months, not single results.
- Noting major model or product changes that might shift results.
How do the three audits work together?
Each audit explains a different reason a brand might be missing from AI answers, and they often point to the same fix from different angles. A cited-source audit might show that a particular industry directory appears in most answers. The mention audit shows competitors are listed there and the client isn’t. The entity audit then makes sure the new listing uses the approved description. One finding becomes one coordinated task, executed correctly the first time.
What results should clients expect from the audits?
The audits themselves don’t create visibility; the actions they produce do. Set expectations that the first month establishes a baseline, the first quarter fixes the most obvious entity and listing gaps, and mention rates usually shift over two to three quarters as content and outreach accumulate. Report progress honestly, including months when nothing moves.
How do you choose the competitors to benchmark?
Don’t assume you know. Use the cited-source audit to find out who AI tools actually name for your buyer questions. Often the list includes a national directory, a marketplace or a niche specialist the client never considered a competitor. Benchmark the two or three brands named most often, plus one aspirational competitor the client wants to be compared with. Revisit the list each quarter, since AI answers shift as new content and sources appear.
What should you do when the audits find nothing to fix?
It happens with strong brands. If the client is named often, described accurately and well covered by third-party sites, shift the audits toward defense and expansion: monitor for new competitors, extend the prompt set into adjacent services or locations, and look for questions where the client is named but not cited with a link. There’s almost always a next layer of questions to win.
What are the common mistakes?
- Changing prompts every month, which breaks trend data.
- Logging mentions without acting on them.
- Ignoring accuracy and only counting mentions.
- Running audits but not sharing results with the client.
- Treating one month’s result as definitive.
Frequently asked questions
What is a citation audit in SEO?
A review of which sources AI tools cite for a set of buyer questions, whether your brand is named and cited, and what to change to improve visibility.
How often should citation audits run?
Monthly for cited sources and mentions, quarterly for entity consistency, plus after any major business change.
How many prompts should a citation audit include?
Enough to cover key buying questions. Ten can work for small local businesses; larger B2B programs often use 50 or more.
What is entity consistency?
Describing your business name, services, people and contact details the same way across your site, profiles, directories and structured data.
Do third-party mentions really affect AI answers?
Ahrefs’ research found brand mentions correlated strongly with AI Overview visibility. It’s correlation, not proof, but consistent across studies.
Can I run citation audits without paid tools?
Yes. A spreadsheet, manual prompt checks, free brand alerts and Search Console cover the basics.
Want citation audits built into your retainer?
We run cited-source, entity and mention audits for businesses and white-label them for agency partners, with clear monthly actions.
Prefer to talk? Call (813) 397-3665 or email strategy@seooutsourcing.com.
