Guide · Beginner
How Often Should You Check AI Visibility?
For most brands, a good rhythm is a full AI visibility scan each month, weekly checks on a small set of priority prompts, a re-check 2–4 weeks after major changes, and a review of the prompt set each quarter. Checking more often mostly captures noise, because AI answers vary from run to run. Consistent timing and enough runs matter more than frequency.
Why isn't daily checking better?
AI answers change between runs because of sampling, retrieval changes and context (Google). If you check daily with a few runs, you'll see random ups and downs and may react to noise. What matters is the rate over many runs and whether it changes beyond its normal range (NIST). See Why AI answers differ every time.
What cadence works?
| Tier | What | How often | Why |
|---|---|---|---|
| Priority prompts | 10–20 revenue-critical prompts | Weekly | Early warning for big shifts |
| Full prompt set | 50–200 prompts across engines | Monthly | Trend reporting with enough data |
| Accuracy audit | Brand facts: pricing, features, leadership | Monthly | Catch wrong answers quickly |
| Competitive review | Share of voice vs key competitors | Monthly or quarterly | Strategy decisions |
| Prompt set review | Add, retire or reword prompts | Quarterly | Stay relevant without breaking trends |
When should you check outside the schedule?
- After a major page change: re-check 2–4 weeks later, after recrawling
- After a product launch or rebrand: check accuracy on names, pricing and features
- After a known model or product update: note it and check priority prompts
- After a PR event or crisis: check sentiment and accuracy
- When sales or support report a wrong AI answer: check and log it
How many runs per check?
Enough to estimate a rate. Weekly checks of priority prompts might use a few runs per prompt per engine; monthly scans should aim for enough total answers that the ranges are useful, often 50–100 or more per engine for each prompt cluster. Consistency matters more than any exact number.
How should timing be controlled?
- Run scans on the same days each month.
- Use the same locations, languages and signed-out state.
- Log dates and known model updates.
- Keep the prompt wording fixed between reviews.
How does cadence change by company size?
| Company | Suggested cadence |
|---|---|
| Startup with a small prompt set | Monthly full scan, ad-hoc checks on launches |
| Mid-size B2B | Weekly priority, monthly full, quarterly review |
| Enterprise or multi-brand | Weekly priority per brand and region, monthly full, quarterly board report |
| Regulated industry | Add more frequent accuracy audits for compliance-sensitive facts |
What should the reporting rhythm be?
| Audience | Frequency | Content |
|---|---|---|
| GEO team | Weekly | Priority prompt changes, issues to fix |
| Marketing leadership | Monthly | Rates, ranges, trends and actions |
| Executives or board | Quarterly | Business impact and competitive position |
How do you tell a real change from noise?
Compare each new rate with its normal range rather than the last single value.
| Signal | Likely noise | Likely real |
|---|---|---|
| One week drop, next week recovers | Yes | |
| Change within the usual range | Yes | |
| Drop across several engines at once | Yes | |
| Change sustained for 3+ checks | Yes | |
| Change after a known page edit or launch | Probably; confirm with more runs |
A simple rule: act when a change exceeds the normal range in two consecutive checks, or when it appears across engines at once.
What does a monthly scan day look like?
- Run the full prompt set across engines with fixed settings.
- Calculate mention, citation and recommendation rates with ranges.
- Compare against the last three months.
- Log accuracy issues and assign owners.
- Write a one-page summary: what changed, why it might have, what's next.
How do you budget the effort?
Cadence has a cost: every run takes time or tool credits. Start with the smallest schedule that answers your questions, such as monthly scans plus weekly checks on 10 prompts, then expand where the data shows volatility or business importance. Prompts that never change across months can move to quarterly checks, freeing budget for volatile, high-value ones.
A quick example
Illustrative. A team checks ChatGPT every morning and panics when its brand disappears from one answer. It switches to weekly checks of 15 priority prompts with five runs each and a monthly scan of 120 prompts. The weekly view still shows variation, but the monthly trend shows a steady rise in recommendation rate, so the team stays on plan.
How should you log each check?
Keep a simple log so later analysis is possible:
| Field | Example |
|---|---|
| Date and time (with time zone) | 2026-10-05 09:00 CET |
| Engine and mode | ChatGPT search, signed out |
| Location and language | Germany, English |
| Prompt ID and wording version | P-014 v2 |
| Runs | 5 |
| Mentioned / cited / recommended | 3 / 2 / 1 |
| Notes | Competitor X newly recommended |
Without this, you can't tell whether a change came from the engine, your content or your method.
What mistakes should you avoid?
- Checking daily and reacting to noise
- Changing the prompt set every month
- Scanning at irregular times
- Forgetting to re-check after major changes
- Reporting weekly noise to executives
Does each engine need the same cadence?
Not necessarily. Engines with live retrieval, such as Google AI Mode, Perplexity and ChatGPT search, can change quickly as new pages are indexed, so they suit weekly priority checks. Answers that rely mostly on training data change mainly when a new model ships, so a monthly check plus a check after known model releases is usually enough.
Checklist
- [ ] Priority prompts checked weekly
- [ ] Full scan monthly on fixed dates
- [ ] Accuracy audit monthly
- [ ] Re-checks scheduled after major changes
- [ ] Prompt set reviewed quarterly
- [ ] Reporting rhythm agreed for each audience
Related
Sources
- Google Search Central, AI features and your website
- NIST/SEMATECH, Confidence intervals for proportions
Questions
Should I check AI visibility every day?
Usually not. Day-to-day answers vary a lot; monthly full scans and weekly priority checks show real trends better.
When should I re-check after changing a page?
Give engines time to recrawl, typically 2-4 weeks, then compare against the baseline using several runs.
How often should the prompt set change?
Review it quarterly. Changing it more often breaks trend comparisons.