Find out where AI recommends your brand. Bring your website to us, approve the improvements, and follow the results with repeat measurements. SEO recommendations and website edits from chat come as a bonus.
For brand, e-commerce and marketing teams.
FROM A MEASUREMENT TO REAL CHANGES
See where AI names you — and who appears instead.
Hosting + specific proposals to improve your visibility.
Review the changes before they go live.
Compare repeat measurements — not just promises.
SEO recommendations
+ edit your website from chat
TWO SERVICES. ONE CLEAR LOOP.
Choose the report alone, or work with us to act on it. No forced hosting migration.
BRAND VISIBILITY
Find out when assistants recommend you, who appears instead, and which sources shape the answer.
Visibility reporting from $200/month
Per category. Scope and market agreed first.
VISIBILITY IMPROVEMENTS
Get specific proposals to help AI systems understand your business — and a team to implement the changes you approve.
Technical SEO recommendations + the ability to edit your managed site through chat.
Scoped and quoted for your website
Hosting, migration and messenger setup agreed separately.
YOUR SITE. YOUR SAY.
Host your site with us if you want an ongoing improvement workflow. We propose changes for AI visibility; you decide what ships. You can also request your own edits in the same conversation.
Connect through WhatsApp, Slack, Telegram or your preferred channel.
Messenger connections are configured during onboarding. Supported site features, access and publication permissions are agreed before setup.
How the managed-site option worksYour delivery information is hard to find. We propose adding a clear delivery section to the product page.
Recommendation · ready for reviewShow me a preview. And update our contact details.
Review the preview before publishing.
THE WORKFLOW
Define your brand, market, category and the questions that matter to buyers.
Collect answers, examine sources and turn the findings into specific recommendations.
See the proposed edits and agreed scope. Keep them with your team, or ask us to implement.
Check the implementation and compare agreed repeat runs. Report what moved — and what did not.
EVIDENCE BEFORE PROMISES
Our public studies explain their questions, sample and limitations. Simulated choices are not completed orders; technical fixes are not proof of revenue growth.
Explore the magnesium brand visibility index.
Read the study ↗TECHNICAL PILOTA documented crawlability pilot on our own site.
See what changed ↗OUR METHODDefinitions, repeat runs and evidence boundaries.
Read the methodology ↗PEOPLE, NOT A BLACK BOX
Product, measurement and engineering experience — in one conversation.
Co-founder & CEO
LinkedIn ↗
Co-founder & CTO
LinkedIn ↗THE DETAILS
First, we measure where AI assistants mention your brand and which competitors and sources appear. Second, we turn the findings into specific website improvements: you review the proposals, approve the scope, and we implement and remeasure. You can buy the measurement on its own.
No. AI answers vary by assistant, question, market and time. We document what changed and compare agreed repeat runs. Better crawlability or clearer product information is not a guarantee of more mentions, traffic or sales.
No. We can scope changes on your existing setup. Hosting with ShelfSignal is an optional managed route for ongoing proposals and chat-based editing. Migration, compatibility, access, hosting costs and rollback are agreed before any move.
We can scope a connection through WhatsApp, Slack, Telegram or another agreed messenger. The channel and permissions are configured during onboarding; this website does not create an instant connection or link a personal account.
Yes, chat-based editing is offered with the managed-site programme. Request changes in ordinary language, review a preview, and approve publication. The supported editing scope and who can publish are agreed during setup.
You receive the proposed change and its purpose. Approved work is prepared for review, with checks and a backup or rollback route. Unapproved proposals stay proposals; connecting a messenger is not blanket permission to publish.
Search engines and AI systems both need accessible, unambiguous information. Technical SEO recommendations are included in the improvement work: indexing, links, metadata, structured data and page usability where relevant. AI visibility is still measured separately.
No. The shopping-agent audit records simulated brand and seller selections. It stops before payment and does not measure completed purchases or revenue. The public studies describe their sample and limitations.
LET’S FIND YOUR NEXT MOVE
Tell us your brand and website. We’ll help you choose the right starting point.
Talk about your websiteA reply from the team. No newsletter signup.