Your AI Agent · Drift
Your AI Agent catches incorrect AI answers before your customers do
AI systems repeat bad information until something corrects them. Your AITWIRE AI Agent monitors your surfaces continuously and alerts you the moment something diverges from your canonical truth.
Your website changes. Third-party sources drift. AI systems cache outdated facts for months. Your AI Agent detects when your machine-readable data falls out of sync — and publishes corrections that push AI outputs back toward accuracy.
Your Agent's Drift Monitor
3 alertsContact Details
needs-reviewPhone number missing from Organization schema
Machine-Readable Surfaces
needs-reviewAI access permissions not configured — AI may cite unverified sources
Identity & Canonicalization
possibleOrganization schema incomplete — 3 fields missing
Governance & Policy
okPrivacy and Terms links present
Discovery & Crawlability
okrobots.txt and sitemap.xml present
How drift happens — and how your AI Agent stops it
Drift isn't a single event. It's a slow accumulation of small mismatches that compound over time.
Surface drift
Your own pages change — prices update, contact info changes, team members leave — but your structured data and machine-readable files don't keep up.
Third-party drift
Review sites, directories, and aggregators publish outdated or incorrect information that AI systems treat as authoritative.
Schema decay
JSON-LD that was complete last year is now missing fields. AI systems degrade their representation of you as your structured data falls behind.
Alerts when it matters
Your AI Agent runs a weekly drift scan on Pro, daily on Custom. When a surface diverges from your canonical record, your Agent sends an alert with the specific field, source, and recommended correction.
Alerts link directly to the correction workflow — one click for your Agent to open a correction request, publish updated machine-readable data, or escalate to a remediation task.
- Email alerts on detected drift events
- Drift classified by severity and impact
- Source attribution — know which surface caused it
- One-click correction workflow
- History of all drift events and corrections
Measure convergence over time
The goal isn't just detecting drift — it's proving that corrections work. Your AI Agent tracks your AI Visibility Score over time so you can see whether incorrect AI outputs are declining as it publishes better machine-readable data.
This is the evidence model: your score before, your score after your Agent's corrections, and measurable improvement over time.
- Score history with trend visualization
- Before/after comparison per correction
- Track which sources are most often wrong
- Improvement tracking over time
- Weekly AI Representation digest (Pro+)
Stop finding out about AI errors from your customers
Drift detection is available on Pro and Custom plans. Start with a free AI Agent assessment to see what your Agent finds today.