Mapped AI Visibility and Citation Sources

We assessed how AI platforms referenced the

brand and which sources

most consistently influenced those answers.

Our reporting tracked citation and mention patterns

across AI Overviews, ChatGPT, Gemini, AI Mode,

Perplexity, and Copilot, identifying

the domains and discussion environments

shaping AI-generated recommendations

in the category.

Tracked Momentum Month-Over-Month

We tracked month-over-month movement

to understand whether new activity increased

brand mentions in AI answers and

by how much. This helped identify which

topics, discussion formats, and source types

were being referenced more frequently across AI

Overviews, ChatGPT, and Gemini.

We also monitored whether citations were

consolidating around more accurate, higher

trust sources over time. Based on performance,

we scaled what delivered measurable lift and

paused approaches that didn’t.

Focused on the Channels LLMs Were

Already Pulling From

In the employment sector, conversation volume is

enormous. Popular social forums were

among the brand’s top cited domains,

so we focused our efforts on building positive

perception on these platforms to influence the

way LLMs talked about the brand.

Instead of producing run-of-the-mill blog posts,

CiteWorks Studio implemented an

AI citation strategy focused on improving

the brand's representation in high-intent,

public discussions tied to top employment queries.

By strengthening high-authority

community conversations and references,

we shifted the sources LLMs drew from

when generating answers about the client.

Over time, these discussions became

the most trusted context LLMs surfaced, helping

shape brand perception more positively.

“The shift wasn’t just in our rankings but in what AI systems

were recommending when employers searched

without knowing our name. That was a different kind of

visibility, and it’s the kind that matters now”

— VP of Marketing, Job Posting Platform