Names, locations, services and outdated details.
LLM visibility · An observable record
Know when AI answers mention your business, and in what context.
A mention becomes useful when you know the question, platform and wording around it. I set a useful question set, record selected answers and their visible sources, then turn recurring issues into page priorities.
The review begins with your brand and website. Paid observation and site work are defined in a written scope; AI search optimization is already included in every SEO plan.
Each observation keeps
PlatformWhere the answer appeared
QuestionThe exact buyer wording
DateWhen it was checked
AnswerHow the brand was described
SourcesLinks shown, if any
Choose questions
Brand questions and category questions tell different stories.
A branded question checks whether the answer describes your own company correctly. A category question asks about a product, service or need without naming you. Track both without mixing them into a single score.
The question set reflects your actual business, geography and buyer language. The same wording can be reused in a later check, while the date and platform stay attached to every record.
Whether the answer discusses the need you serve and which sources it shows.
Observation method
Make separate checks comparable.
Define the set
Agree selected questions, platforms and the business facts that would make an answer accurate.
Record the answers
Keep each question, date, answer and any visible source link together. Review what the source actually says.
Compare and prioritize
Note repeated gaps or wrong facts, then identify a site page or public reference worth correcting.
A later answer can differ. The log shows what was observed; it does not prove that a specific site edit caused an answer to change.
What the client receives
A usable record and a page-level action list.
The proposed scope names the questions, platforms, review period, deliverable and fee before work begins. A focused audit can identify which company facts are wrong or missing; ongoing SEO work can improve approved pages and repeat the observations.
For Solomia Home, dated ChatGPT and Gemini answers named the brand during a wider SEO program. That is a recorded example of visibility, alongside technical and content work.
Decision from the log
- Observed issue
- Missing, wrong or unclear business detail
- Source check
- Company page and visible outside references
- Priority
- Page or fact to improve first
- Follow-up
- Repeat selected questions after publication
Choose the work
Observation and implementation have different scopes.
The free website review identifies initial priorities and a fitting service by email within one business day. An AI SEO audit is a focused paid diagnosis quoted in writing. Ongoing GEO and SEO work includes site changes and AI search checks in the approved plan.
Request a free reviewFree website review
Get a free LLM visibility review.
Send your brand, website and main product or service. Within one business day I will reply by email with initial priorities and a written fee for any paid work.
- No payment to request the review.
- No sales call.
- A written price before any paid work.
Prefer to message? WhatsApp (818) 290-1408 or email info@pinnacli.com.