AI Risk Management for Regulated Industries
What Does ChatGPT Tell Your Customers About Your Financial Products?
Air Canada was ruled liable when its chatbot gave wrong bereavement fare info. ChatGPT gets FDA drug warnings wrong 56% of the time. The CFPB has determined that AI chatbot misinformation is a UDAAP violation. When AI misrepresents your products, that's a compliance exposure you can't see without monitoring.
Start Monitoring FreeAI Visibility Drift Is Silent Misrepresentation Risk.
45% of AI queries produce erroneous answers (BBC/EBU study). Perplexity fails 40% of brand queries in testing (Ahrefs). Lawyers have been sanctioned for citing 8 fabricated AI case references. A model update can change how AI describes your rates, fees, or services overnight. None of these trigger alerts in your current compliance stack. Traditional brand monitoring watches news and social media. Nobody watches what AI tells your customers directly.
Perfect For
Built for teams who need to understand their AI presence
Chief Compliance Officer
Know what AI platforms say about your products before regulators ask
Risk Manager
Monitor AI-driven misrepresentation risk across consumer-facing platforms
Fintech Founder
Track how AI agents position your product versus incumbents in regulated categories
Legal / Regulatory Affairs
Capture evidence of AI-generated claims about your services for regulatory reporting
How It Works
Add Your Products
Enter your brand, regulated products, and key competitors. We start querying AI platforms for mentions of your services immediately.
Monitor AI Representations
See exactly what ChatGPT, Claude, Gemini, and Perplexity say about your products. Full response text captured with timestamps for audit trails.
Review and Export
Review flagged mentions, track visibility trends, and export response data for regulatory reporting. Business tier monitors every 3 hours.
From blind spot to audit trail
Track every AI-generated mention of your products with full response text, timestamps, provider identification, and visibility scoring. Export data for regulatory reporting.
No visibility into AI-generated product claims
Continuous monitoring with audit-ready response capture
What you'll get
Everything you need to understand and improve your AI visibility.
- Monitor AI representations of your financial products, rates, and services
- Track compliance-relevant AI mentions across ChatGPT, Claude, Gemini, and Perplexity
- Detect when AI platforms misrepresent your products or recommend competitors
- Build audit trails with timestamped response capture and visibility scoring
Response Capture
Full text of every AI-generated mention of your products, with provider, model version, and timestamp. Exportable for audit purposes.
3-Hourly Monitoring
Business tier checks every 3 hours — the fastest cadence in the AEO market. Detect misrepresentations within hours, not weeks.
Multi-Platform Coverage
Monitor ChatGPT, Claude, Gemini, Perplexity, and AI coding agents. Wherever consumers ask AI about your products, you see the answer.
Your Compliance Stack Has a Blind Spot
You monitor news, social media, and customer complaints. But nobody monitors what AI tells your customers directly.
News mentions, social media, review sites
Direct AI-to-consumer product claims
Internal LLM outputs, bias testing
Third-party AI representations of your products
What ChatGPT, Claude, Gemini, and Perplexity say about your products, with 3-hourly refresh and full response capture
Nothing in AI visibility for regulated products
Common Questions
Answers to what you're probably wondering
Does PromptEden meet regulatory requirements for AI monitoring?
PromptEden captures and stores full AI response text with timestamps, provider identification, and model version. This data can be exported for regulatory reporting. We are a monitoring tool, not a compliance platform, but we provide the visibility data that compliance teams need.
How does 3-hourly refresh help with compliance?
Most AEO tools refresh weekly or daily. Our Business tier checks every 3 hours, meaning misrepresentations are detected within hours, not days. This is the fastest monitoring cadence in the AEO market.
What regulated industries can use this?
Any industry where AI-generated product claims carry regulatory risk: financial services, insurance, healthcare, legal services, pharmaceuticals. If a consumer-facing AI can misrepresent your product, you need to monitor it.
Monitor what AI says about your regulated products
3-hourly monitoring across ChatGPT, Claude, Gemini, and Perplexity. Full response capture for audit trails. Start with a free account.
Start Monitoring Free