How to Use AI Visibility Data to Win New Clients

Most agency pitches start with a capabilities deck. Slides about the team, past clients, and a list of services. The prospect has seen this before. Probably three times this month.

AI visibility data flips the pitch. Instead of talking about what you can do, you walk in with specific findings about the prospect's brand. How AI platforms describe them. Where they show up in discovery queries. Where they do not. Which rivals appear instead.

That is not a pitch. That is a conversation the prospect did not know they needed.

Key Takeaways

• A free AI Visibility Report preview generates prospect-specific insights in minutes from just a domain name.
• Brand consistency gaps and competitive blind spots are the strongest opening data points for a new business conversation.
• An AI Readiness Site Audit turns "here is your problem" into "here is our proposal" by surfacing specific, scored issues at the page level.
• The workflow costs almost nothing and produces a deliverable the prospect can share with their team.

The Two-Minute Prospect Audit

The Visibility Report preview on the Spyglasses marketing site is free to run. Enter a domain name. In a few minutes, you have a snapshot of how AI platforms represent that brand.

It includes brand consistency scores across AI platforms, competitive positioning in discovery queries, citation source analysis, and technical site metrics. For a prospect meeting, this is often enough to start the conversation. You can show the prospect how ChatGPT describes their brand versus their own website copy. You can point to the discovery queries where their competitors appear and they do not.

The grounding search rankings in the report go further. You can say "when someone asks ChatGPT for the best product in your category, your competitor ranks third in the underlying search. You rank eleventh." That is a specific, concrete pain point. It's hard to ignore.

Turning Insights into a Proposal

Once the prospect is engaged, the conversation needs to move from "here is your problem" to "here is what we would fix." This is where the AI Readiness Site Audit comes in.

Run the audit on the prospect's top five to ten pages. The seven-factor scoring shows which pages have the biggest gaps and which factors need work. Static content ratio reveals whether key content is hidden behind JavaScript. Structured data scores show whether JSON-LD schemas are present and complete. Citation readiness scores show how well the content is organized for AI to extract and cite.

This turns into a proposal grounded in the prospect's own site. Instead of "we offer AEO services," the pitch becomes "your three highest-traffic product pages score below 40 on citation readiness. Your main landing page loads most of its content through JavaScript, which AI cannot read. We would start there."

That level of specificity is hard to match with a generic capabilities deck.

What Makes This Different from a Free SEO Audit

Free SEO audits are everywhere. Tools like SEMRush and Ahrefs offer them, and most prospects have seen several. The novelty's worn off.

AI visibility data is still new enough that most prospects haven't seen it before. Many don't know that AI platforms describe their brand at all, let alone that they can measure how accurately.

More importantly, AI readiness scores measure something different from SEO scores. A page can rank well in Google and still be invisible to AI. This happens when the page loads content through JavaScript, lacks structured data, or has low citation readiness. A strong SEO score does not guarantee a strong AI readiness score. That gap is a real finding, not a repackaged version of something the prospect already knows.

For agencies, this is the key point. AI visibility data opens a conversation that no other audit tool can start.

Making It Repeatable

A good sales tool only works if the team actually uses it. The workflow needs to be fast and low-cost enough to run for every qualified prospect, not just the high-priority ones.

On a Spyglasses Agency plan you can run multiple AI Visibility reports and audit up to 2,500 pages per month. It pays for itself with the first new client you land.

A few ways to build this into a regular process: prep a report before every scheduled discovery call. For in-person meetings, send the shareable web page link or send the PDF ahead of the meeting so the prospect arrives with context.For Zoom presentations you can share the report in real-time. After the call, follow up with the Site Audit findings as a scoping document.

The Strongest Pitch Is Their Own Data

The best sales tool is information the prospect does not have about their own brand. AI visibility data provides that. The Visibility Report shows where they stand in AI. The Site Audit shows what is holding them back. Together, they turn a cold introduction into a scoped, data-backed proposal.

The agency that shows up with the prospect's own data wins the conversation. The one that shows up with a deck does not.