ChatGPT Visibility Audit: Find Out Why Your Business Is Not Showing Up
When prospective customers ask ChatGPT what to buy or who to hire, is your company part of the answer? I test the buyer questions that matter, identify who appears instead, examine the sources behind those answers and turn the gaps into a practical search strategy.
This is designed for businesses that know AI-assisted search is becoming commercially important but do not yet know whether the problem is their website, their authority, their entity signals, their buyer-question coverage or a stronger competitor footprint.
A focused diagnostic for businesses that want to understand their current ChatGPT and AI-search visibility before committing to a larger optimization engagement.
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A ChatGPT Visibility Audit tests commercially meaningful buyer questions to see whether a business is mentioned, cited or recommended, which competitors appear instead, which sources support those answers and what website or authority gaps may be contributing to the difference.
Link to this answerDiagnose the Business Question Before Choosing the Service
Many companies are still trying to determine what this category should be called: ChatGPT SEO, AI Search Optimization, AEO, GEO or something else. The buyer’s problem is simpler.
A visibility audit starts there. It establishes a repeatable baseline around real commercial questions before deciding whether the right next step is content, technical SEO, entity work, third-party authority, implementation or simply more observation.
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A business may be absent because the system cannot find enough clear, relevant and well-supported information connecting that company to the buyer’s question. Technical access, weak commercial pages, ambiguous entity information, limited third-party corroboration or stronger competitor evidence can all contribute.
Link to this answerWhy Isn’t My Business Showing Up in ChatGPT?
The answer is rarely one universal ranking factor. Different buyer questions can surface different companies and different sources. The audit looks for recurring patterns.
Technical Access
Can important pages be crawled, rendered, indexed and reached through a sensible internal architecture?
Commercial Relevance
Do your pages clearly explain what you sell, whom you serve, where you operate and which problems you solve?
Entity Clarity
Is the business consistently represented across its own site and other discoverable sources?
External Evidence
Do credible third parties provide enough corroboration for the claims and expertise your website presents?
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A competitor can appear more often when its website and broader web presence provide stronger evidence for the exact buyer need being described. The useful diagnostic is to compare the companies, pages and third-party sources associated with those answers rather than assuming the competitor is simply better.
Link to this answerFind Out Why Competitors Are Appearing Instead
A useful competitor analysis does more than count mentions. I compare which companies appear, the language used to describe them, which first-party pages are retrieved and which third-party domains repeatedly support the answer.
That distinction matters because the fix can be completely different depending on the evidence. A competitor may have stronger commercial pages, clearer specialization, better review and directory coverage, more authoritative editorial references or simply a better match for the exact buyer constraint.
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The practical method is to create a controlled set of representative buyer-intent prompts and test them repeatedly. Track whether the company is mentioned, recommended or cited, which competitors appear, which sources are used and how those results change over time.
Link to this answerMeasure the Questions That Could Actually Produce a Customer
I prefer a defined buyer-prompt test set over random screenshots. The same questions can be rerun later so we can see whether the company’s visibility, citations, competitors or source mix changed after work was completed.
Mentions
Does the company appear at all?
Recommendations
Is the company presented as an option for the buyer’s need?
Citations
Is the company’s website used as a supporting source?
Competitors
Which companies repeatedly appear instead?
Sources
Which websites and pages repeatedly influence the answer set?
Movement
What changes when the same test set is repeated later?
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Track prompts that represent real buying decisions: category discovery, use-case fit, local or industry recommendations, comparisons, alternatives, pricing, implementation requirements and questions about who to hire. The goal is to model how a prospect describes a need, not to collect endless keyword variations.
Link to this answerBuild a Buyer Prompt Matrix, Not a List of AI Acronyms
Early AI-search terminology is fragmented. A prospect may never search for an “AEO expert” even though they are actively experiencing the problem an AEO or AI-search consultant solves.
Problem Recognition
“Why isn’t my company showing up in ChatGPT?”
Competitive Diagnosis
“Why does ChatGPT recommend my competitors?”
Solution Discovery
“Can I optimize my website to appear in ChatGPT recommendations?”
Provider Selection
“What kind of consultant helps businesses get found in ChatGPT?”
Implementation
“Who can actually make the changes on my website?”
Purchase
“How much does organic ChatGPT search optimization cost?”
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AI Buyer Prompt Share of Voice is a controlled measurement of how often a company appears across a defined test set of commercially meaningful prompts compared with selected competitors. It is a research metric for the test set, not a claim about all private ChatGPT conversations or total platform impressions.
Link to this answerAI Buyer Prompt Share of Voice
The useful question is not “what is my universal ChatGPT ranking?” There is no single universal position across every user and every conversation.
Instead, we define a commercially meaningful test set and compare how often your brand and selected competitors appear within that controlled environment. This creates a baseline that can be repeated without pretending we have access to private platform-wide impression logs.
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Depending on the question and search mode, useful evidence can come from a company’s own website and from credible third-party sources that describe the business, its services, reputation, expertise or fit. A visibility audit identifies which pages and domains are actually appearing around the buyer questions being tested.
Link to this answerSee Which Sources Are Shaping the Answer
Some opportunities live on your own website. Others live elsewhere on the web. Citation analysis helps separate those two problems.
- Your own commercial and informational pages
- Industry publications and editorial coverage
- Directories and comparison sources
- Reviews and reputation sources where relevant
- Competitor pages that better answer the buyer’s constraint
- Recurring domains ChatGPT uses across the test set
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The AI Search Visibility Snapshot starts with a defined buyer-prompt test set, records current mentions, recommendations and citations, compares selected competitors, reviews recurring source domains and pages, and turns the observed gaps into prioritized search and website opportunities.
Link to this answerWhat the $1,500 Visibility Snapshot Is Designed to Answer
Where Are You Visible?
Establish a baseline across commercially meaningful buyer prompts.
Who Appears Instead?
Identify the competitors that consistently occupy the answer set.
What Sources Matter?
Find the pages and domains repeatedly supporting recommendations and citations.
What Should Change?
Prioritize the gaps most likely to deserve deeper analysis or implementation.
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Yes. When the evidence supports it, the audit can identify issues with crawlability, commercial-page coverage, internal linking, entity clarity, structured data alignment, answer structure, pricing information, comparison content and other website signals that can be improved.
Link to this answerTurn the Diagnosis Into Website Priorities
If the problem is on the website, the audit should point to concrete changes rather than vague “AI optimization.” That can include commercial page coverage, internal linking, technical accessibility, entity clarity, structured information and answer-focused content.
If hands-on work is justified, my ChatGPT SEO Services are designed to move from analysis into implementation instead of stopping at a report.
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Eric Strate’s focused AI Search Visibility Snapshot starts at $1,500. Deeper strategy assessments and hands-on ChatGPT Search Optimization engagements start at $5,500, while ongoing Managed SEO, AEO and AI SEO starts at $4,000 per month.
Link to this answerChatGPT Visibility Audit Pricing
AI Search Visibility Snapshot
For businesses that need a focused baseline before deciding whether deeper strategy or implementation is justified.
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No. A controlled visibility audit cannot see private user conversations or claim complete ChatGPT impression data. It tests a defined set of representative buyer prompts and measures the observable answers, citations and competitor patterns returned for those tests.
Link to this answerWhat This Audit Does Not Pretend to Know
I do not present a tracked prompt set as a log of every real customer conversation. AI answers can vary by wording, context, location, model and time, and private user conversations are not exposed as a universal brand-impression report.
A controlled test set is evidence—not omniscience.
The value is repeatability: test commercially meaningful prompts, save the observable answers, compare competitors and sources, make justified improvements, then test again.
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The audit should end with a decision, not another dashboard. A business may need no immediate action, a focused set of website and authority improvements, a deeper strategy assessment, a one-time implementation project or ongoing search management depending on the evidence and commercial opportunity.
Link to this answerUse the Smallest Engagement That Solves the Actual Problem
A Snapshot May Be Enough
If the business needs a baseline, competitive visibility picture and prioritized diagnosis before deciding what to do next.
Implementation May Be the Next Step
If the evidence clearly identifies website, content, authority or technical changes worth making.
For hands-on optimization, see ChatGPT SEO Services. For one-time and ongoing pricing, see SEO, AEO & AI Search Pricing. To check one public page for basic AEO readiness first, use the Free AEO Checker.
Find Out What ChatGPT Sees Before You Pay to Fix It
Tell me what your business sells, the market you compete in and the companies you consider competitors. I can determine whether a focused visibility snapshot, deeper assessment or implementation project is the right starting point.
Measurement note: ChatGPT visibility testing uses defined prompts and observable answers. It does not provide access to private user conversations or complete platform-wide impression data. Search and AI systems change over time, and no consultant can guarantee a particular recommendation, citation or placement.