Run a lightweight check weekly, a focused review monthly, and a deep audit quarterly. Weekly tracking catches sudden drops in citations. Monthly reviews spot trends across engines. The quarterly deep dive re-tests your priority prompts, competitors, and source pages so your strategy stays honest.
The cadence in one line
Weekly, monthly, quarterly, each doing a different job. AI answers are generated fresh every time and shift without warning, so a once-a-year audit is close to useless. But auditing everything every week burns hours you do not have. The fix is layered: a fast weekly pulse, a monthly trend read, and a deep quarterly review. Each layer answers a different question, so you catch problems early without drowning in dashboards.
Weekly: the pulse check
Once a week, ask your top handful of buyer prompts across the engines that matter to you and log whether you were named. This is a five-minute pulse, not an audit. Its only job is to catch a sudden disappearance before it costs you real pipeline. We walk through the mechanics in track ChatGPT mentions weekly.
Keep the prompt set small and fixed. Consistency is what makes a weekly log readable, because you are comparing like with like over time.
Monthly: the trend read
Monthly, widen the lens. Look at the pattern across four weeks: are you gaining or losing ground, on which engines, for which prompts, and who is showing up instead of you. A single week is noise. A month is a trend you can act on, and acting on a trend early is far cheaper than reacting to a collapse you noticed too late.
This is also the right moment to check whether recent content actually got picked up, and whether a competitor's new page displaced you. If you are auditing on your own, the workflow in how to audit your own AI citations keeps the monthly read structured.
Quarterly: the deep review
Every quarter, do the real work. Re-test your full prompt library, map which source pages are being cited, refresh competitor benchmarks, and decide what to build next. Structure it so it produces a plan, not just a report. Our full method lives in the quarterly GEO review.
A quarterly cadence matches how fast the engines themselves change. Long enough to see whether your last quarter's work paid off, short enough to correct course before you waste a year.
What to check at each interval
Match the depth to the interval:
- Weekly — top prompts, named or not, obvious drops.
- Monthly — trends by engine, new competitor citations, recent content pickup.
- Quarterly — full prompt set, cited source pages, competitor benchmark, next-quarter plan.
Trying to do quarterly depth every week is the fastest way to abandon the habit. Keep the light layers light.
When to audit off-schedule
Some events override the calendar. Run an unscheduled check after a rebrand, a pricing change, a site migration, or a major new page. Anything that changes what the web says about you can move your citations, and you want to know within days, not at the next quarterly. Otherwise, trust the layered cadence and resist the urge to refresh the dashboard hourly. The signal does not change that fast.
Tools versus manual checks
You can run this cadence by hand or with tooling, and the honest answer is that both have a place. Manual checks — literally asking the engines your prompts and logging the result — are free, grounding, and worth doing even if you also automate. They keep you close to what buyers actually see. Tools help once your prompt set and engine list grow past what you can comfortably check by hand each week. Whichever you use, the discipline is the same: a fixed prompt set, a consistent log, and a rhythm you actually keep. A fancy dashboard you never open is worse than a simple sheet you update every week without fail.
Turning audits into action
An audit that does not change what you build is wasted time. Each interval should end in a decision, not just a number. The weekly pulse decides whether anything urgent broke. The monthly read decides whether your recent work is landing and where competitors are gaining. The quarterly review decides what to build next and what to retire. If you find yourself logging citations month after month without acting on them, the cadence has become a ritual instead of a tool. Tie every review to a short list of next actions, and the whole system starts compounding instead of just documenting your slow decline or steady rise.
Questions people ask
No. AI answers regenerate every time and shift week to week, so a yearly audit tells you almost nothing about current standing. By the time you run it, the picture has changed several times over. Use a layered cadence: a weekly pulse on top prompts, a monthly trend read, and a deep quarterly review that produces a plan.
Only your top handful of buyer prompts, asked across the engines you care about, with a simple log of whether you were named. It is a five-minute pulse designed to catch a sudden drop, not a full analysis. Keep the prompt set small and fixed so each week is comparable to the last and trends stay readable.
Whenever something changes what the web says about you: a rebrand, new pricing, a site migration, or a major content launch. These events can move your citations quickly, so check within days rather than waiting for the next quarterly review. Outside of those triggers, the weekly-monthly-quarterly cadence is enough.
Want this done for you?
Want to know if AI is recommending you or your competitor? Get an AI visibility audit from Acromatico.
Get a free AI Visibility Audit →