Defend module · Use case
Get alerted when AI answers change
An engine quietly stops recommending you, and you find out a quarter later from a pipeline shortfall. Scheduled re-runs compare each answer with the previous one and alert you when presence drops or a new inaccurate claim appears.
Last updated
How do you get alerted when AI answers change?
Scheduled re-runs compare each answer with the previous one and alert you when presence drops or a new inaccurate claim appears. The work runs in four steps: set the monitoring cadence for your tracked prompts; define what counts as a material change worth an alert; receive alerts on presence loss and new hallucinations; investigate using the stored answer history for that prompt. Visibility regressions surface in days rather than at the end of the quarter.
Key facts
- Job to be done
- Get alerted when AI answers change
- Platform module
- Defend
- Typical owner
- Marketing operations and brand risk owners
- Available from
- Starter — $59 / month
- Engines covered
- ChatGPT, Gemini, Claude, Perplexity, Copilot, Grok
- Outcome
- Visibility regressions surface in days rather than at the end of the quarter.
The problem
An engine quietly stops recommending you, and you find out a quarter later from a pipeline shortfall.
This is not a reporting inconvenience — it is a measurement gap. AI answers are generated fresh each time and vary between sessions, so anecdotal checks cannot establish a trend and cannot prove whether anything you changed made a difference.
How Geosystems AI handles it
Scheduled re-runs compare each answer with the previous one and alert you when presence drops or a new inaccurate claim appears.
- Set the monitoring cadence for your tracked prompts.
- Define what counts as a material change worth an alert.
- Receive alerts on presence loss and new hallucinations.
- Investigate using the stored answer history for that prompt.
What you get
Everything below lands in your private workspace and is exportable as PDF or CSV, so the evidence travels with the decision.
| Output | What it contains |
|---|---|
| Change alerts | Notification when presence or accuracy shifts |
| Answer diffing | Current answer compared with the previous run |
| Full history | Every past answer retained for the prompt |
| Incident trail | A record of what changed, when, and on which engine |
What good looks like
Visibility regressions surface in days rather than at the end of the quarter.
The measurement backbone is the same across every use case: GVI™ scores each answer on Presence, Prominence, Attribution, and Accuracy, while Recommendation Share™ places that score against the competitors you name. Both are re-run on a schedule so movement is a trend, not a screenshot.
Get alerted when AI answers change
Start with a free AI Visibility Scan and get the baseline this use case builds on — a GVI™ score across all six AI engines, plus every inaccuracy currently in circulation.
Frequently asked questions
Who typically owns this inside a company?
Marketing operations and brand risk owners. In smaller teams it usually sits with whoever owns demand generation, because the impact lands on pipeline first.
Which plan do I need?
Starter — $59 / month. Starter is $59 per month, Growth is $119 per month, and Scale is $199 per month. Annual billing is discounted.
Does this cover every AI engine?
Yes — ChatGPT, Gemini, Claude, Perplexity, Copilot, and Grok are all tracked on the same prompt set, so results are directly comparable between engines.
How do I try it before subscribing?
Run the free AI Visibility Scan at /free-ai-visibility-check. It returns a GVI™ baseline across all six engines with no account required.