AI visibility review
Turn AI answers into a clearer work plan
Start with the company description, market context and sources. Use the findings to choose the work that follows.
Define the question
Name the company, website, market and services. Choose the questions that matter to the business.
Examine the answers
Keep the dated responses and their source references. Distinguish a named-company description from an open recommendation.
Choose the next work
Use the findings to identify facts, pages and sources to correct or strengthen.
Published August 11, 2026. Observations from August 3, 2026.
A concrete example from Texas accounting
Across 20 unbranded Google searches for accounting services in Texas, local or Texas-only firms held 59 of 200 first-page organic positions.
Browse research and resources| Who held the positions | Out of 200 |
|---|---|
| Local or Texas-only firms | 59 |
| Directories and marketplaces | 60 |
| National or multi-state firms | 45 |
| Chains and software companies | 20 |
| Government, professional and nonprofit organizations | 16 |
The separate AI analysis covered 567 named firms and 1,701 retained records. It began after each firm was named; it did not test which firm AI would recommend. These dated observations are not a score for your business or evidence of customer choices, leads or revenue.
Start with the right company and question
Send enough context to distinguish your company from similarly named businesses and define a useful review.
- Company and website
- Include the company name and website address. Say which business or brand the review concerns.
- Market and services
- Describe what the company sells, its industry and the country or region it serves.
- Question and report language
- Tell us what you need to understand, which comparisons matter and the language you want to work in.
Talk through the review you need
Email us the company and the question you want to examine. We will agree the scope and delivery by email.
Markster builds and runs software, performs specialist work and keeps adapting the system around your business. The work can span sales, marketing, delivery, hiring and finance.