
AI Visibility Audit
B2B SaaS
From invisible to recommended across high-intent SaaS searches
How a growing SaaS platform became a cited recommendation across the questions its buyers ask before choosing a solution.

+142%
AI prompt visibility
Challenge
Asterloop had strong traditional search performance, but buyers using AI tools to research revenue platforms rarely encountered the brand. Competitors with less capable products appeared more often because their positioning, category language, and supporting evidence were easier for answer engines to interpret.
The gap was not simply a lack of content. Important product proof was scattered across feature pages, help documentation, and sales materials. Asterloop needed to understand which commercial questions influenced discovery, where its entity signals were weak, and what would make its expertise more useful and citable.
Approach
We began with an AI visibility audit across high-intent prompts covering evaluation, integrations, use cases, alternatives, and category recommendations. We compared Asterloop with its closest competitors, traced the sources repeatedly used by answer engines, and mapped the questions most likely to shape a buying decision.
From that evidence, we clarified the brand’s category positioning and created a focused set of citation-ready pages. Technical improvements connected product, organization, and expertise signals, while content updates made claims more specific, verifiable, and easier to extract. A targeted authority program strengthened the external references supporting the brand.
Results
Within five months, Asterloop appeared across 142% more tracked AI prompts and earned 38 high-intent citations. Visibility grew most strongly for comparison and recommendation questions, bringing qualified visitors directly to solution and integration pages rather than only to broad educational content.
More importantly, the company moved from occasional inclusion to consistent recommendation within its category. The work also gave the internal team a repeatable way to monitor AI visibility, prioritize content, and connect future product launches with the questions buyers were already asking.
The work gave us a much clearer view of how AI platforms understood our category—and a practical roadmap for becoming part of the answer.
— Asterloop
