Email Leads Management

View and manage your scraped and verified email leads.

Total Leads 0

Verified 0

Ticked/Selected 0

	Company Name	Email Address	Phone	Verify Status	Actions
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Showing 0 to 0 of 0 leads

Rows:

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Name	Email	Role	Company	Actions
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Distribution Type

Select Employee

Number of Leads (N) Cycle Interval

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Master Pipeline Automation

Trigger or schedule the complete data scraping and verification workflow.

Trigger Schedule:

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Run Individual Sub-scripts

Pipeline Architecture

Visual representation of high-performance parallel streaming pipeline nodes.

Phase 1: Adaptive API Intake

Adaptive Concurrency

Dynamically scales scraping tokens based on error rates and request latency framing thresholds.

Direct ServiceNow Post

Bypasses sequential web clicks utilizing masked Async Post payloads offsetting JSON lists directly speeds rates.

Early-Stop Duplicate Buffer

Caches prior updates benchmarks offsets stopping instantly whenever overlap duplicates violate grids continuous.

Phase 2: Parallel Detail Extracts

Link Extract Evaluator

Utilizes Angular indices scoping extraction detail deep URLs immediately without sequences loaded lists.

Parallel Worker Pools

Spawns async chunks loads routing multiple detail pages simultaneously bypassing waiting frame redirects.

Headless Email Enrichment

Scans detail grids extracting Contact Email, Phone, and FRN offsets asynchronously stream frames.

Phase 3: Async Commit & Filter

Condition Gate

Is Email Valid & Not Duplicate?

Skip Save

Bulk PG Commit

Executes batch conflicts upserts using fast `executemany` operations buffering queries efficiently.

table: staging_fcc_listings

Post-Verify Check

Submits async batch requests to `fcc_form499` verify gates promoting items to `leads` table flawless.

Pipeline Testing & Diagnostics

Run diagnostic tests to verify endpoints and layout structures.

Individual Component Diagnostics & Tests

Script Node	Target DB	Method Category
Listings Updater update_listings.py	staging_fcc_listings	Adaptive POST API
Verify Leads Fast verify_leads_fast.py	leads	Bulk Async Post
Fetch Emails (USA) fetch_emails_browser.py	leads.email	Parallel Browser Pool
Fetch Emails (Non-USA) fetch_emails_browser_non_usa.py	leads.email	Parallel Browser Pool
1-Page End-to-End Test test_pipeline_run.py	staging / leads mix	Full Sequential Dry-Run

Queue Monitor — Async Pipeline

Live view of Redis queues, worker status, and throughput metrics.

Updated: —

Normalize

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Verify

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Enrich

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Retry

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Dead Letter

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Worker Status

Intake

Status: Unknown

Normalize

Status: Unknown

Verify

Status: Unknown

Enrich

Status: Unknown

Retry

Status: Unknown

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CRM Leads Allocation

Company Employees

Distribute Leads

Master Pipeline Automation

Pipeline Architecture

Pipeline Testing & Diagnostics

Queue Monitor — Async Pipeline

Lead Details

Add Employee