Fake enquiries and quote requests
Identify low-intent contact attempts before they become sales follow-up.
Use Cases
Validate the submissions that create work for your team
Kanshi controls which form submissions and lead workflows are allowed into CRM, inbox, database, and follow-up systems.
Traditional vs Kanshi
Security tools and lead decisioning solve different problems
Kanshi is a layer after CAPTCHA, WAF, IP blocking, and rate limiting. It decides whether the submission should enter the business pipeline.
Traditional solution
What it checks
What Kanshi adds
CAPTCHA and Turnstile
Verify interaction signals before submission.
Decides whether the submitted lead should enter business systems.
Regex and keyword filters
Catch exact patterns but miss rewritten or AI-generated abuse.
Understands meaning, intent, and lead quality.
Blacklists and IP blocking
Block known sources while new senders keep appearing.
Evaluates each form submission before CRM, email, or database entry.
Manual moderation
Works, but becomes slow and expensive as lead volume grows.
Allows valid leads, rejects fake leads, and keeps uncertain submissions reviewable.
Rule engines and WAFs
Protect infrastructure and known rules.
Adds semantic, business-aware lead decisioning after form submission.
Lead Review Workflow
Automate obvious lead decisions and keep humans in control
Kanshi helps teams allow valid leads, reject fake submissions, and route uncertain cases to review.
Lead review queue
Optional reviewFlagQuote request84%Needs review
RejectContact form96%Low-intent pitch
AllowBooking request91%Valid lead
RejectLead form92%Fake inquiry
Use Cases
One validation engine, many submission types
Contact forms are one application. The same context engine can validate reviews, listings, tickets, applications, and community content.
AI-generated spam
Catch polished synthetic content that avoids obvious keyword patterns.
Comment and review moderation
Check whether public contributions are authentic, relevant, and useful.
Marketplace listings and seller applications
Flag scam listings, suspicious vendors, and content that does not fit the marketplace.
Support tickets and feature requests
Separate real customer requests from fake, duplicate, or off-topic submissions.
Registrations and applications
Screen user registrations, vendor applications, job applications, and public forms.
Knowledge base and wiki contributions
Review edits and article suggestions for relevance before they affect public content.
Regulated intake flows
Add context-aware screening to healthcare, finance, insurance, government, and legal forms.
Developer API
Gatekeep leads from any form workflow
Use Kanshi in contact forms, quote requests, bookings, support requests, registrations, and custom lead pipelines.
Forum post
I need help restoring my account access after changing my email.
Product review
The replacement part arrived on time and fit the older model correctly.
Support ticket
Our billing page shows two failed invoices after updating the card.
Marketplace listing
Lightly used commercial mixer with serial number and pickup details.
POST /api/validate
{
"type": "contact_form",
"site_context": "Local service business accepting quote requests",
"content": "I need a quote today. Please call me about your service package."
}
{
"decision": "allow",
"confidence": 0.91,
"category": "valid_lead",
"reason": "The message matches the business, page intent, and expected buyer request."
}