Trust, Data Quality & Compliance

1. What MyCQL Provides

MyCQL is a professional B2B data platform designed to support legitimate business activities such as market research, sales prospecting, and business intelligence.

The platform is intended for business and professional use only. MyCQL does not operate as a consumer directory and does not provide data for personal, deceptive, or unlawful purposes.

2. Data Sourcing Principles

Data available through MyCQL is collected from lawful and transparent sources, including:

Public business websites and corporate disclosures
Professional and industry directories
Business submissions and opt-in sources
Commercial data partners operating under lawful frameworks

We do not scrape private inboxes, bypass authentication systems, or collect private consumer data.

3. Email Validation & Quality Control

MyCQL uses a 4-layer quality pipeline. Each layer adds an independent control to reduce delivery risk, improve relevance, and keep exports aligned with real-world mailbox behavior.

Layer 1

Verified Dataset Foundation

Syntax and formatting validation to ensure structural correctness.
Deduplication and normalization across all datasets.
Domain and MX/DNS verification to confirm mailbox existence.
Country segmentation and structural consistency checks.

Confirms an address can technically exist at the mailbox level.

Layer 2

Smart Engagement Filtering

Identification of catch-all and low-engagement mailbox patterns.
Provider-aware filtering for ESP-sensitive domains.
Suppression logic for known unstable or historically weak segments.
Buyer-controlled exclusions applied during export.

Filters out addresses that are technically valid but statistically unlikely to engage.

Layer 3

Pattern & Authenticity Scoring

Analyzes email structure and domain-level patterns to detect role-based, synthetic, or delivery-sensitive addresses.
Scores and prioritizes leads instead of automatically removing them.
Enables flexible export strategies while remaining fully compliant.

Ranks leads by delivery stability and response potential — beyond simple “valid/invalid”.

Layer 4

Real-Time Revalidation & Sender-Aware Tuning

Performs a fresh mailbox status check at export time.
Adapts filtering based on destination provider behavior.
Aligns exports with the selected delivery mode (Precision, Balanced, or Expansion).

Final safeguard to ensure exports reflect current mailbox conditions and sender tolerance.

4. Accuracy Metrics & Transparency

Email validation results are classified using industry-standard categories, including:

Deliverable
Undeliverable (invalid / rejected / bad)
Low-Engagement (catch-all / role-based / limited confidence)
Temporary / Unknown (timeout / no-connect)

These classifications are used exclusively to improve data quality and delivery outcomes.
We do not artificially manipulate metrics or inflate results. While campaign performance depends on factors such as messaging and offer quality, each export is processed through MyCQL’s 4-layer validation pipeline in real time to reduce bounce risk and improve deliverability consistency.

5. Legal & Compliance Principles

MyCQL is built with compliance and responsible data use at its core. Our datasets are curated specifically for professional B2B outreach and aligned with established data protection standards.

Alignment with applicable data protection laws, including GDPR principles
Strictly business-context data only (no private consumer or personal lists)
Designed to support lawful and responsible B2B communication practices
Respect for opt-out requests and suppression mechanisms
No encouragement of spam, deceptive, or abusive behavior
Business-context data only (B2B) and purpose-limited processing
Data subject request channel (access, correction, deletion) via support

While MyCQL applies technical and structural safeguards at the data level, customers retain control over campaign execution and are responsible for ensuring their outreach complies with local laws and regulations.

6. Responsible Use Policy

By using MyCQL, customers agree to:

Use data only for lawful, ethical, and professional purposes
Maintain appropriate unsubscribe and suppression handling
Avoid misleading, harmful, or deceptive communication practices
Respect recipient rights and preferences

MyCQL reserves the right to restrict or suspend access in cases of misuse.

7. Transparency & Contact

Transparency is central to how MyCQL operates.

Service name: MyCQL
Service type: B2B data platform
Primary audience: Businesses and professionals

For questions regarding data sourcing, quality methodology, or compliance:

📧 support@mycql.com

Data subject requests: email support@mycql.com with the subject “Data Request”.

8. Continuous Improvement

MyCQL continuously improves its validation processes, source evaluation, quality controls, and compliance alignment.

This page exists to provide clarity, accountability, and transparency for users, partners, and search engines evaluating MyCQL.

Recent Platform Updates

To improve transparency and data quality, we recently updated our registration and verification flow. All email exports now follow clearly defined validation rules, recheck intervals, and fair usage limits.

You can review our verification logic, quality rules, and real-world test results here: Data Quality & Verification Rules

Brand Clarification

MyCQL is an independent platform and is not affiliated with MySQL, Oracle, or any database software.

MyCQL stands for My Custom Qualified Leads and refers only to our B2B lead marketplace and data quality systems.