Client Trust
Audit
Don't get stuck with a toxic client. Our AI analyzes your potential client's communication style, budget mentions, and project scope to give you a 'Trust Score' from 0-100.
Client Trust Scorer
AI will scan for scope creep and payment risks
Audit Desk
Analysis pending input
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How to audit your prospective client
- 1
Copy the project description from a job board or an initial inquiry email from the client.
- 2
Paste the text into the Audit Desk. For best results, include the full message history.
- 3
Click 'Analyze Client' and wait for our GPT-4o engine to scan for risk patterns.
- 4
Review the Trust Meter and specialized Red Flags like 'Scope Ambiguity' or 'Payment in Exposure'.
- 5
Follow the 'Recommended Action' to steer the negotiation or double your deposit requirements.
Client Auditing FAQ
How does the AI identify a 'toxic' client?
Our engine is trained on thousands of freelance disputes. It looks for linguistic patterns like extreme urgency, devaluing professional skillsets, and vague requirements that historically lead to unpaid work.
Is my client's data kept private?
Yes. We process the text via an encrypted API call to OpenAI. We do not store the text in our own database, and it is not used for future model training.
Can I use this for job board descriptions?
Absolutely. It works exceptionally well on platforms like Upwork or LinkedIn to spot 'bad actors' before you even submit a proposal.
What if the score is low but I need the money?
A low score doesn't always mean 'run'. It means 'protect yourself'. We often recommend asking for a 100% upfront deposit or using a neutral escrow service for low-trust scores.
What are common red flags I should look for manually?
Always watch out for clients who say 'it's just a simple task', mention 'exposure' as payment, or demand an immediate phone call before discussing a budget.