A high-speed bulk email validation and scoring tool that verifies email lists, detects invalid or risky addresses, and boosts inbox placement. Built for marketers and businesses that need accurate, real-time email verification at scale.
Created by Bitbash, built to showcase our approach to Scraping and Automation!
If you are looking for bulk-email-validation-scoring you've just found your team — Let’s Chat. 👆👆
This project performs fast and reliable bulk email validation to improve email deliverability and sender reputation. It identifies invalid, disposable, spam-trap, abuse, and catch-all emails with high accuracy. It is ideal for marketers, outreach teams, SaaS platforms, and anyone managing large email datasets.
- Detects 30+ email types including toxic, disposable, and spam-trap categories.
- Ensures cleaner lists, lower bounce rates, and higher open rates.
- Provides fast validation — often under 10 seconds for standard lists.
- Supports real-time scoring for immediate deliverability insights.
- Enhances sender reputation by blocking invalid or harmful emails.
| Feature | Description |
|---|---|
| Bulk Email Validation | Validate large email lists quickly with high precision. |
| Real-Time Scoring | Assigns risk and deliverability scores to each email. |
| MX Record & Syntax Check | Confirms DNS configuration and correct formatting. |
| Disposable & Spam Trap Detection | Flags high-risk addresses that harm sender reputation. |
| Catch-All Email Identification | Identifies domains that accept all messages regardless of validity. |
| Abuse Email Detection | Detects emails linked to spam or harmful activity. |
| 24/7 Support | Provides continuous help for large-scale validation needs. |
| Field Name | Field Description |
|---|---|
| The email address being validated. | |
| is_valid | Indicates whether the email is deliverable. |
| score | Numerical rating representing email deliverability quality. |
| type | Category such as disposable, spam-trap, abuse, catch-all, etc. |
| mx_found | Confirms presence of MX records. |
| domain | Extracted domain from the email. |
| risk_level | Risk classification for filtering decisions. |
| status | Final validation result for the email. |
[
{
"email": "[email protected]",
"is_valid": true,
"score": 0.98,
"type": "valid",
"mx_found": true,
"domain": "example.com",
"risk_level": "low",
"status": "deliverable"
},
{
"email": "[email protected]",
"is_valid": false,
"score": 0.12,
"type": "disposable",
"mx_found": false,
"domain": "examplemail.com",
"risk_level": "high",
"status": "undeliverable"
}
]
Bulk Email Validation & Scoring/
├── src/
│ ├── validator.js
│ ├── scoring/
│ │ ├── risk_engine.js
│ │ └── mx_checker.js
│ ├── utils/
│ │ ├── parser.js
│ │ └── list_loader.js
│ └── config/
│ └── settings.json
├── data/
│ ├── input_emails.txt
│ └── sample_output.json
├── package.json
└── README.md
- Email marketers use it to clean bulk email lists so they can increase open rates and avoid spam filters.
- Sales outreach teams use it to validate lead lists, so they can reduce bounce rates and protect sender domains.
- SaaS platforms use it to offer built-in email verification, improving customer onboarding quality.
- Data analysts use it to classify email types and identify risky segments for segmentation.
- Automation builders use it to ensure only valid emails enter pipelines, preventing workflow failures.
Q: How accurate is the email validation? A: The tool delivers up to 99% accuracy by combining syntax checks, MX lookup, risk scoring, and disposable/spam-trap detection.
Q: Can it process very large email lists? A: Yes — it supports bulk validation and scales efficiently. For extremely large datasets, batch processing is recommended.
Q: What types of risky emails can it detect? A: It identifies disposable, spam-trap, catch-all, abuse, invalid, toxic, and many other email categories.
Q: Do I pay per email? A: Yes, each email check is billed individually.
Primary Metric: Validates thousands of emails in seconds with average processing speed under 10 ms per email. Reliability Metric: Maintains a 99% accuracy rate across diverse email types and domains. Efficiency Metric: Optimized for minimal DNS queries, reducing overhead while maintaining precision. Quality Metric: Provides high completeness by identifying over 30+ email types and returning detailed scoring metadata.
"Bitbash is a top-tier automation partner, innovative, reliable, and dedicated to delivering real results every time." Nathan Pennington
|
"Bitbash delivers outstanding quality, speed, and professionalism, truly a team you can rely on." Eliza
|
"Exceptional results, clear communication, and flawless delivery. Syed
|