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Domain Intelligence Layer: Context-Aware Suggestions

The Disconnected Search Widget Problem

Traditional domain widgets take raw keyword queries and return generic, low-relevance, or scam-pattern domains. This prototype injects brand context or category intent via Gemini, then runs candidates through a deterministic risk and relevance scoring layer to eliminate high-risk domains before fetching live GoDaddy availability.
Optional (leave blank to test pure intent)
Try scenario:

Direct GoDaddy Suggestions

Raw API Output

Raw keyword query without risk filtering or brand validation

Click “Compare” above to query GoDaddy's direct suggestion endpoint.

Context-Aware Recommendations

Risk-Scored & Verified

Enriched with brand context + relevance/risk scoring

Click “Compare” above to run the Context & Risk Intelligence pipeline.

How The Intelligence Layer Works

1Context & Intent Enrichment

Takes brand name or business intent to curate coherent search queries and professional candidates instead of unrefined keywords.

2Deterministic Risk Scoring

Flags urgency/scam keywords (e.g. “vault”, “pledge”), typosquats against major financial brands, and penalizes high-abuse TLDs.

3Active Scam Filtering

Actively strips out high-risk candidates before confirming live GoDaddy availability, promoting credible alternatives even without a brand name.