Stop False Positives

Less bloat.
More signal.

IPQualityScore is powerful but notoriously aggressive. CandycornDB is built for precision—blocking bots and fraud without killing your conversion rate.

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No credit card required • 1,000 free requests/mo

JSON
$

curl api.candycorndb.com/ip/score

// Response: Clean & Actionable
{
"ip": "203.0.113.1",
"risk_score": 12,
"label": "low_risk",
"reason": "residential_isp"
}

Why developers switch

You need to stop fraud, not legitimate customers. IPQS often flags too aggressively.

Feature CandycornDB IPQualityScore
False Positive Rate Low (Precision Focus) High (Aggressive)
Subnet Context ✅ Included ⚠️ Limited
Pricing Transparency 100% Transparent Complex / Contact Sales
Developer Experience Simple JSON Bloated Dashboard
FALSE POSITIVE ANALYSIS
Blocked Users

IPQualityScore

Blocked Users

CandycornDB

CandycornDB reduces false positives by verifying threats via ASN reputation and Subnet neighbors, not just blacklists.

Don't burn your
good customers.

Aggressive scoring kills growth. IPQS often flags entire residential ranges because of one bad actor.

The Surgical Approach

We use Subnet Inference to isolate bad actors without banning the innocent neighbors next door. Keep your conversion rates high while stopping the fraud.

Start Scoring Precisely

Switch in 5 minutes.

Join developers who chose precision over aggressive blocking.

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