What a real audit examines
A complete audit covers four fronts. Presence: which of your buying moments name you across ChatGPT, Gemini, Claude and Perplexity, and where competitors appear instead. Accuracy: whether the facts assistants state about your pricing, services and positioning are true. Sources: which sites the assistants cite when answering your category questions. Readiness: whether your own content, structure and entity signals are built to earn mentions.
The output should be evidence, not opinion. Real answer screenshots, a moment-by-moment scorecard, and a ranked fix list.
Why audits beat dashboards as a starting point
Subscribing to a monitoring dashboard before auditing is like buying a heart-rate monitor instead of getting the diagnosis. Dashboards show movement. The audit explains position: why you are absent, which sources power the brands that are present, and which fixes are cheap versus structural.
Once the audit sets the baseline and the priorities, monitoring becomes useful as the scoreboard that proves the fixes worked.
The moments an audit should test
Generic prompts flatter everyone and decide nothing. The audit should test the moments where money changes hands: the post-storm insurance question, the first-consultation legal question, the migration-deadline software question. Twenty well-chosen moments beat two hundred generic keywords.
This is the core of our Contextual AI Presence Mapping approach: map the life and business moments that lead to your category, then measure presence exactly there.
Reading the results without panic or complacency
Most first audits find the same three things: absence from high-intent moments, at least one materially wrong fact, and a competitor whose presence is powered by two or three citations you could realistically match. All three are normal and all three are fixable.
The trap to avoid is celebrating presence in low-intent moments while ignoring absence in the ones that convert. Weight findings by revenue, not by volume.
What happens after the audit
A good audit ends in a sequenced plan: entity and accuracy fixes first, content and structure second, citation earning third, then scheduled re-measurement. Expect visible movement in answers within four to twelve weeks of consistent execution.
Aethon runs this audit free for your top buyer questions, across all four major assistants, with the screenshots included. It is the fastest honest way to find out where you stand.
