AI recommendation tracking
Record whether your business is recommended, simply mentioned or absent in each captured response.
A focused AI Visibility Audit gives you a clear picture of how AI search represents your business, and a practical place to start improving your online presence.
A diagnostic view of your business through the questions your customers ask.
We agree the scope with you first: your target market, relevant services, comparison businesses, platforms and prompt set. You receive a documented snapshot with clear limitations and actionable recommendations.
Record whether your business is recommended, simply mentioned or absent in each captured response.
Test approximately 20 realistic customer questions across an agreed set of platforms, services and local needs.
Compare recommendation frequency with the businesses that appear in the same responses.
Check the context and accuracy of what AI tools say about your business, including where details are incomplete.
Review the sources linked in captured answers where available. A visible citation does not reveal every source used by a model.
Identify visibility gaps and turn them into specific recommendations, with rationale and suggested order of work.
The deliverable is designed to help a business owner decide what to review, what to improve and what to measure next.
A plain-English summary of your current visibility, coverage and main findings.
A prompt-level response log with platform context, mentions, recommendations, competitors and available citations.
Recommendations linked to observations, with suggested priorities and a clear distinction between findings and hypotheses.
A repeatable way to revisit the agreed prompts and observe how results change over time.
AI responses change. Optional monitoring repeats an agreed prompt set at a suitable cadence, records changes and highlights what may warrant investigation. Frequency and pricing are agreed separately.
An audit diagnoses current visibility. Implementation is a separate step. We do not promise rankings, guaranteed recommendations, leads or revenue. AI platforms decide what they show, and results can vary between otherwise similar queries.
Start with a conversation about your business and the questions your customers are asking.