01
Read the prompts
See which questions bring your brand into the conversation, and where competitors appear instead.
Explore prompt trackingA field guide to AI visibility
Be part of
the answer.
See how answer engines surface your brand. Follow the prompts, citations, and competitors behind every result.
For the questions people ask and the answers AI gives.
01—06 / ENGINE LANDSCAPENEVIN FIELD NOTES
01THE LANDSCAPE
Search has a new
point of view.
People ask AI engines for recommendations, comparisons, and answers. Nevin helps you understand where your brand appears in those conversations—and what is shaping the result.
See the platformAcrossChatGPTGeminiClaudePerplexityGrokGoogle AI Overviews
02THE PRACTICE
From a question
to a clearer picture.
Bring prompt tracking, citation research, and ongoing visibility monitoring into one working view.
02
Follow the citations
Connect brand mentions to the pages answer engines cite, then find opportunities to improve your coverage.
Explore citation audits03
Notice what changes
Keep an eye on visibility and competitor movement across engines as your search landscape shifts.
Explore monitoring03THE WORKFLOW
Begin with a scan.
Build from evidence.
Take a first reading
Audit a website for answer engine readiness and see what may make it easier—or harder—for AI to understand.
Explore the AEO graderChoose the questions
Group the prompts that matter to your brand, then compare how engines mention you and your competitors.
Explore prompt trackingWatch the picture change
Follow visibility, citations, and movement over time so your next action starts with context.
Explore monitoringNEVIN / FIELD NOTE 04
Make room for
a better answer.
Start with your brand, your questions, and the engines your audience already uses.