Services
AI brand visibility monitoring
See where AI assistants name your brand, which competitors appear and which sources they cite. Evidence-led reporting for brand and e-commerce teams.
For brands that need more than a mention count
When a buyer asks an assistant which product to choose, your brand may be named, cited indirectly or missing from the answer. ShelfSignal separates those outcomes. The visibility report is designed for brand, e-commerce and marketing teams that need to know which questions they lose and which sources shape the answer.
Our published magnesium example uses 20 non-branded buyer questions, five assistants and five repetitions per assistant:500 answers. The same prompt can produce different brands on different runs, so one favourable screenshot is not a benchmark.
What the report contains
- Share of voice: the proportion of sampled answers naming each brand.
- Named-first rate and a per-assistant breakdown, rather than a blended score alone.
- Questions on which competitors appear and your brand does not.
- Sources cited in answers, including pages assistants read without naming the publisher’s brand.
- An evidence-linked list of improvements to investigate.
The published index is an example of the format, not a promise that your category has the same brands, sample counts or distribution. A new engagement starts by agreeing the market and question set.
Choose visibility or a shopping audit
Start with visibility when your question is “are we in the answer?”. Use the shopping-agent audit when the question is “which brand and seller would the assistant select for this brief?”. Neither metric is a completed sale.
Current scope and pricing
The current launch price is $200 per month per category, with the first report described on the main site as available in 48 hours. Multi-category pricing and the agreed question set depend on scope. Request a report with your brand, category and target market so we can confirm the applicable engagement.
Before comparing monthly runs, agree the same questions, assistants, search settings and brand matching rules. We report changes in the sample; traffic and commercial enquiries are measured separately.
Request your report
Tell us about your website and goals. We will reply with the appropriate scope and next steps.
From findings to approved improvements
Use the measurement on its own, or ask us to turn it into website recommendations and implementation. Optional managed hosting adds chat-based editing through an agreed messenger, with you in control of publication.