AI visibility audit
An AI visibility audit is a one-off report on how AI assistants treat a business. Adwortise tests a set of prompts, records where the business is named, cited or absent, and compares the results with competitors.
- Prompts tested and recorded across the main AI assistants
- Shows where you are named, cited or absent
- Competitor comparison and a prioritized fix list
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- Free auditbefore any commitment
- 4 assistantsChatGPT, Gemini, Perplexity and AI Overviews
- Monthlytracking of mentions and citations
- 1 managerdedicated to your account
Explained
What is an AI visibility audit?
An AI visibility audit measures whether AI assistants such as ChatGPT, Gemini and Claude mention a business when people ask about its category, and what they say when they do.
It is a snapshot, not a ranking. Assistants generate answers that vary between requests, so the audit repeats each prompt and reports patterns. It does not promise any future mention.
AI visibility findings
- Brand promptsNamed
- Category promptsAbsent
- Comparison promptsNamed last
- Cited sourcesMapped
- Competitor gapsFound
Deliverables
What do you receive in the report?
- Prompt list
- Every prompt we tested, grouped by brand, category, comparison and problem-based questions.
- Presence map
- For each prompt, whether the business was named, cited with a link, or absent.
- Description review
- How each assistant describes the business, with errors and gaps marked.
- Source list
- The pages and sites the assistants cite, so you can see which sources shape the answers.
- Competitor comparison
- Which competitors are named for the same prompts and how they are described.
- Fix list
- A prioritized list of changes to your pages, profiles and listings.
How it works
How are the prompts chosen?
- Brand prompts. Questions that name the business directly.
- Category prompts. Questions a buyer asks without naming any brand.
- Comparison prompts. Questions that set the business against named competitors.
- Problem prompts. Questions that describe the need the service solves.
- Local prompts. Questions that include a city or region, where relevant.
Request a free auditNo obligation. We reply by email.
Process
How does the audit work?
- Scope We agree the products, services, markets and competitors to cover.
- Testing We run each prompt several times across the assistants and record every answer.
- Analysis We classify each result as named, cited or absent and check the description for accuracy.
- Report We deliver the findings and the fix list, then walk you through them.
Request a free auditNo obligation. We reply by email.
Reporting
What do the results mean?
| Result | What it means | Typical next step |
|---|---|---|
| Named and cited | The assistant mentions the business and links to a source. | Keep the cited page accurate and current. |
| Named, not cited | The assistant knows the business but shows no source. | Check the description and strengthen the pages that state key facts. |
| Absent | The business is not mentioned for that prompt. | Review the sources competitors are cited from. |
| Described wrongly | The business is named with incorrect facts. | Trace the error to its source and correct it. |
Pricing
How much does an AI visibility audit cost?
The audit is a one-off project quoted by the number of prompts and competitors. There is no monthly commitment. If you want the fixes carried out, LLM SEO covers the ongoing work.
Frequently asked questions
How many prompts are tested?
The number depends on your products, markets and competitors, and it sets the price. We agree it with you before testing starts.
Which AI assistants are covered?
We agree the list during scoping. It usually includes the assistants your customers are most likely to use, such as ChatGPT, Gemini and Claude.
Will the audit show the same results next week?
Not always. Assistant answers vary between requests, which is why each prompt is run several times. The report describes patterns rather than single answers.
Do you guarantee that my business will be mentioned after the audit?
No. Nobody can guarantee a mention. The audit shows where you stand and which changes are most likely to help.