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AI SEO Audit: A Diagnostic of Your Brand's Visibility Across AI Search

Enleaf delivers AI SEO audits that map exactly where your brand stands across the AI search systems your buyers actually use: ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude. The audit is a diagnostic, not a retainer. You walk away with a written report that names the gaps, the priority order, and the work required to close each one. Built on the Authority Engineering framework our founder Adam Chronister published in 2026.

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17+
Years in business since 2009
20+
Published case studies on record
$1M/mo
Top client revenue scaled to
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DOCUMENTED CASE STUDY RESULTS

Numbers, Not Promises.

Published, verifiable client outcomes. See the full case studies on our portfolio page.

+412%

Stay Alfred

Organic revenue growth

+1,173%

Kasa Living

Keyword ranking lift

$503K/mo

Fume Dog

Organic revenue scaled to

+3,000%

Broadway Family Dental

Phone calls increase

FULL AI SEO AUDIT

See Exactly Where AI Search Skips You

An AI SEO audit tests whether your brand gets named when ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews answer questions in your category, then names the gaps. If you suspect AI search is passing you over, the answer lives in the diagnostic work this audit runs.

Tested across all five major AI systems

ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude.

Tracked-question methodology

We test the actual buyer questions in your category, not generic prompts.

Entity coverage analysis

Knowledge Graph status, Wikidata, schema, sameAs linking reviewed in detail.

Citation gap analysis

Which competitors are cited, which sources cite them, and where you should appear.

Brand mention scan

A pass through credible third-party sources to inventory current and missing mentions.

Free initial audit available

Every prospect call includes a quick live AI visibility check at no cost.

Why an AI SEO Audit Is Different From a Traditional SEO Audit

A traditional SEO audit looks at how search engines crawl, index, and rank your pages. The output is a list of technical and on-page fixes scored against ranking impact. That work still matters, and we run traditional SEO audits as a separate service.

An AI SEO audit looks at something different: whether your brand gets named when an AI system answers a question in your category, and what would have to change for it to start appearing more often. The diagnostic mechanism is consensus, not crawl. The data sources are AI systems and the open web, not just Google Search Console.

Adam Chronister, our founder, on the underlying mechanism: “LLMs don’t use backlinks, for the most part. It’s usually consensus. Can I see a wide consensus of information that can be correlated and validated across data points? And then if so, I’m more likely to present that in search.”

An AI SEO audit measures and maps that consensus pattern. The output is an actionable plan to build it.

8 Pillars

What an Enleaf AI SEO Audit Covers

Every AI SEO audit walks through the same eight diagnostic areas. The depth of each section scales with engagement size, but the structure is consistent.

1. Tracked-question library and baseline visibility

We build a list of the buyer questions your category actually generates: pulled from your sales call transcripts, your support tickets, Search Console queries, People Also Ask, Reddit and Quora threads, and prompt testing inside ChatGPT and Perplexity. Then we run each question through ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude with a fresh account. We log who gets named, who gets cited, what language the systems use, and where you appear or do not. This is the diagnostic baseline the rest of the audit hangs on.

2. Entity coverage analysis

A pass through your current entity coverage. Does your brand have a Knowledge Graph entry? Is there a Wikidata item, and is it complete? Does your site deploy proper Organization schema with sameAs links? Are your named experts marked up correctly? Where are the entity gaps that prevent search and AI systems from confidently resolving your brand? The output is a written list of entity work needed to close each gap.

3. Schema completeness review

Every page-template type on your site gets reviewed for proper schema markup. Service, Organization, Person, Product, Event, FAQPage, HowTo, BreadcrumbList, Article. We test each schema deployment through Rich Results Test and the Schema.org validator and document which schemas are missing, which are present but malformed, and which are deployed but never validated.

4. AI search visibility tracking baseline

We document your current visibility on each tracked question across all five AI systems and turn the result into a baseline matrix. Going forward, the matrix becomes the scorecard for any AI SEO program. The baseline alone is often valuable: many clients have never seen a structured view of how often their brand actually appears in AI answers.

5. Knowledge Panel status and pursuit feasibility

If your brand does not have a Knowledge Panel yet, we assess whether it qualifies and what work would have to land for one to appear. If it does have a Knowledge Panel, we audit it for completeness and accuracy and flag any false or outdated information that needs editorial correction.

6. Citation gap analysis vs. competitors

We identify the top three to five competitors in your category who do appear in AI answers, then map the sources that cite them. Industry publications, podcasts, expert directories, reference sites, professional communities. The output is a target list of sources where competitors get cited and you do not, sorted by priority for the digital PR program that would close the gap.

7. Content readiness for AI extraction

We review your priority pages for AI extraction readiness: clear question-and-answer structure, definitional answers near the top of sections, citation-ready language, named author with credentials, schema, and the supporting depth that pushes AI systems to trust the source. Pages that need rebuilding for AI extraction get flagged with specific recommendations.

8. Brand mention inventory

A scan of credible third-party sources for current and missing brand mentions. Many brand mentions on the open web are uncredited (no link, no schema, no entity ID). The audit inventories the credited mentions, flags the uncredited ones for reclamation, and identifies the high-value sources that have not mentioned your brand at all.

What You Get When the Audit Is Done

The audit deliverable is a written report, a baseline matrix, a prioritized action list, and a strategy call to walk through it.

  • Audit report (PDF): 25 to 60 pages depending on engagement size. Each of the eight diagnostic areas covered with results, evidence, and recommendations.
  • AI visibility baseline matrix: Question-by-question, system-by-system, current visibility status across ChatGPT, Perplexity, AI Overviews, Gemini, and Claude.
  • Prioritized action list: Every gap identified is scored on effort, impact, and dependency order. The output is a list you can actually work down, not a 200-item dump.
  • 90-day quick-win plan: Specific work that could land in the first 90 days to produce visible AI visibility movement.
  • 12-month strategic recommendations: What the longer compounding work looks like if you decide to invest in a full AI SEO program.
  • One-hour walk-through call: Live session with the senior strategist who ran the audit, answering questions and pressure-testing the recommendations.

 

You own the audit deliverables. There is no obligation to engage Enleaf for the implementation work. Some clients hand the audit to an in-house team or another agency. Most do hire us for the implementation, but the audit stands on its own.

"When an AI system is deciding what to say about my category, why would it name my company instead of my competitors? That question changes almost everything."

Adam Chronister
Founder & CEO, Enleaf · Speaker, Author of Authority Engineering
What Makes Us Different

How the Audit Is Run

The audit runs on a defined weekly cadence, from kickoff and the tracked-question library through analysis and the walkthrough call, so you know what happens and when.

Week 1: Kickoff and tracked-question library

A 30 to 60 minute kickoff call to walk through your business, your category, and your current expectations. We pull buyer questions from your team and from public sources and finalize the tracked-question list with you.

Weeks 2-3: Diagnostic execution

Tracked-question testing across all five AI systems. Entity coverage audit. Schema review. Knowledge Panel assessment. Citation gap mapping. Content readiness review. Brand mention inventory.

Week 4: Report assembly and walk-through

The results get assembled into the written report and the baseline matrix. We meet with you for the one-hour walk-through to deliver the report and answer questions live.
Total elapsed time from kickoff to delivery is four weeks for most clients.

Our Tires

What an AI SEO Audit Costs

Two scope tiers, both fixed-price.

Standard AI SEO audit

Fixed price: $4,500. Best fit: small and mid-sized businesses, regional B2B, professional services, smaller e-commerce. Covers all eight diagnostic areas, 30-page report, baseline matrix on 25 to 50 tracked questions, one-hour walk-through. Four-week delivery.

Enterprise AI SEO audit

Fixed price: $9,500. Best fit: nationally competitive categories, enterprise B2B, large e-commerce, multi-location and multi-brand businesses. Covers all eight diagnostic areas in deeper detail, 50 to 60 page report, baseline matrix on 75 to 150 tracked questions, two-hour walk-through, plus an executive briefing for stakeholders. Four to six week delivery.

The audit fee is independent of any future retainer. If you do choose to engage us for the implementation work, half of the audit fee credits toward the first 90 days of the retainer.

Free initial AI visibility check on every prospect call

Before any paid audit, every prospect call includes a free live AI visibility check on a few of your buyer questions across ChatGPT and Google AI Overviews. The free check tells you in 15 minutes whether AI SEO is even a relevant investment for your business yet, and it is no-strings information either way.

Ready When You Are

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Tell us about your business and your growth goals. One of our strategists will review your current site and traffic before the call, so the conversation is about your plan, not about us introducing ourselves.

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Our Process

Why Choose Enleaf for an AI SEO Audit

Most businesses that come to us have already run a generic AI visibility scan or a single-tool score elsewhere and still cannot tell what to fix first. The teams who choose Enleaf for an AI SEO audit tend to cite the same handful of reasons.

Methodology grounded in a published framework.

Adam Chronister’s 2026 book “Authority Engineering: How to Become the Brand AI Recommends” is the methodology our audit runs on. The diagnostic mechanism (consensus measurement across credible sources for entities, structured extraction at the page level for content, third-party validation across credible publishers) is documented, with the case studies and the test results included.

We test the actual systems your buyers use.

The audit runs against ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude on real buyer questions, not against a vendor-reported AI visibility score from a single tool. The diagnostic test is open. You can run the same checks yourself after the audit and verify the results.

Audit work that stands alone.

The audit deliverable is something you can actually use, even if you never hire us for implementation. Many of our audit clients run the implementation in-house or hand it to an existing agency partner. We size the report to be usable that way.

Senior strategist runs the work.

Audits at Enleaf are run by senior strategists, not entry-level associates with a checklist. The judgment calls (which gaps matter, which competitors to target, which sources to pursue) are where the audit gets its real value, and those calls take experience.

Foundations check baked in.

If the audit reveals that the underlying SEO and content foundation is broken, we say so plainly in the report. AI SEO investment on top of a broken foundation does not stick. We tell you that in writing rather than selling you a retainer that will struggle.

A virtual agency with team members across the US and abroad.

Enleaf is a virtual agency with team members across the US and abroad, with physical offices in Spokane, Coeur d’Alene, Liberty Lake, Seattle, Yakima, Tacoma, and Bellingham. The team has the depth to run audits across multiple categories at once.

Recognition

Awarded by the people who know the work

BEST IN B2B GOLD AWARD
SPOKANE COEUR D’ALENE LIVING

2022

TOP 10 WEST COAST SEO FIRMS

Home Business Magazine

2023

Top 10 PNW Agency

The Startup Magazine

2025

About Enleaf

Serving Spokane and the Inland Northwest

Our Spokane headquarters serves clients across the greater Spokane region, with additional offices nearby in Liberty Lake, Coeur d’Alene, and Sandpoint that extend our coverage across the state line. We routinely support businesses in Spokane Valley, Post Falls, and the surrounding communities.

📍 Spokane, WA (HQ)

Our headquarters location and the primary home base for our digital marketing team.

📍 Seattle, WA

Supporting businesses throughout the greater Seattle metro with SEO, PPC, and web design services.

📍 Coeur d'Alene, ID

Regional presence serving Coeur d’Alene businesses with growth-focused digital marketing strategies.

📍 Sandpoint, ID

Helping Sandpoint and surrounding Idaho businesses grow through strategic online marketing solutions.

How AI SEO Audits Connect to the Rest of Your Search Program

The audit is a starting point. Implementation falls into one of the AI SEO programs below.

  • AI SEO (parent program): Learn more
  • Generative Engine Optimization Services: Implementation retainer for the consensus-building work. Learn more
  • Answer Engine Optimization: Direct-answer surface work. Learn more
  • ChatGPT SEO: ChatGPT-specific implementation. Learn more
  • Entity SEO: Foundation entity work, often a priority output of the audit. Learn more
  • AI SEO Tools: Tools we use for tracking and validation, listed for transparency. Learn more
  • Traditional SEO Audit: Different deliverable for clients who need foundational SEO diagnostics. Learn more

FAQs

AI SEO Audit FAQ

Straight answers to the questions we hear most often on strategy calls.

How is an AI SEO audit different from a traditional SEO audit?

How is an AI SEO audit different from a traditional SEO audit?

A traditional SEO audit looks at how search engines crawl, index, and rank your pages, with the output a list of technical and on-page fixes. An AI SEO audit looks at whether your brand gets named when AI systems answer questions in your category, with the output a plan to build the consensus pattern AI systems read. The two are complementary. Many clients run both. Some need only one or the other.

Do I need both audits or just one?

Do I need both audits or just one?

Depends on starting point. If your traditional SEO is in good shape and you are interested in AI search visibility, the AI SEO audit alone is usually enough. If you have not had a traditional SEO audit in three years, we usually recommend running both because AI visibility issues frequently trace back to foundational SEO problems. On the prospect call we tell you which audit makes sense for your situation.

Will the audit work if my brand has zero AI visibility today?

Will the audit work if my brand has zero AI visibility today?

Yes, and that is a common starting point. The audit is more useful for brands with low or zero current visibility because the gap analysis names exactly which work needs to happen first. For brands already getting strong AI visibility, the audit is more about prioritizing which workstreams produce the most additional lift.

Do you do free AI SEO audits?

Do you do free AI SEO audits?

We do a free live AI visibility check on every prospect call: 15 minutes, a few of your buyer questions tested in ChatGPT and Google AI Overviews live, with quick read-out of what we see. That is no-strings information. The full eight-area written audit is a paid engagement because the work it requires (a month of senior strategist time) does not fit inside a free audit.

How quickly can the audit start?

How quickly can the audit start?

Standard audits typically kick off within one to two weeks of contract signing. Enterprise audits typically kick off within two to three weeks because the tracked-question library and stakeholder alignment take a bit longer.

What if the audit reveals my real problem is traditional SEO, not AI SEO?

What if the audit reveals my real problem is traditional SEO, not AI SEO?

The audit will say so plainly. AI search visibility is sensitive to the underlying SEO foundation: a site with broken indexation, thin content, and no third-party authority is invisible to both traditional and AI search. If the audit finds the real fix is foundational, we recommend traditional SEO work first and check back on AI SEO once the foundation is in place.

Can the audit deliverables be used by my existing agency?

Can the audit deliverables be used by my existing agency?

Yes. Many of our audit clients hand the deliverables to an in-house team or to another agency to run the implementation. The audit is structured to be actionable by anyone with the right disciplines (technical SEO, content, schema, digital PR). We are happy to run the implementation if you want us to, but it is not a requirement.

Ready to Talk?

Start Your AI SEO Audit

A 30-minute strategy call is the fastest way to see whether an AI SEO audit is the right next investment for your business. We come prepared with a free live AI visibility test on a few of your buyer questions, a quick read on the competitors who already show up in the answers, and a recommendation on which audit tier (or whether an audit is needed at all) makes sense for your situation. Our audits measure whether your brand is gaining ground in AI search using the benchmarks our founder Adam Chronister lays out in Authority Engineering.

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