Novalines CDL Driver Pipeline

📊 Pipeline Results

✅ Qualified Leads

—

CDL-A + Phone + Flatbed + OTR + 12mo Exp

🔶 Potential Leads

—

Driver w/ partial match + contact info

🎯 Actionable Now

—

Ready to contact

📞 With Phone

—

across all profiles

📧 With Email

—

across all profiles

⭐ Avg Lead Score

—

out of 100 (Q+P only)

🔍 Scraping Intelligence

Total Scraped

—

from all sources

👤 Driver Resumes

—

Craigslist + other boards

📄 Employer Job Posts

—

Company hiring ads

🚫 Rejected

—

employers, duplicates, no-CDL

🔗 Sources Used

—

unique scrapers

📡 Enrichment Passes

—

SerpAPI, Brave, Hunter

🔽 Data Pipeline Funnel

🎯 Qualification Breakdown

🚛 Driver Signal Detection

CDL-A Detected

—

Commercial Driver License Class A

OTR Experience

—

Over-the-Road confirmed

Flatbed / Open Deck

—

Flatbed equipment type

12mo+ Driving Exp

—

CMV/trucking experience

TWIC / Tanker

—

Bonus endorsements

📋 CDL-A + OTR + Deck

—

Ideal combo match

📡 Profiles by Source

📋 Resumes vs Job Posts

📡 Source Breakdown

🟠 Craigslist

—

Driver resumes (direct)

🔵 Google Jobs

—

Employer posts (SerpAPI)

🟣 LinkedIn

—

Guest API

🟢 HDN RSS

—

HiringDriversNow

🟡 CDLJobs

—

Classifieds

🔍 Google Web

—

Resume Search

🔎 SerpAPI Sweeps

—

v1 + v2 + round2

🌐 Brave + Other

—

Brave, Indeed, ZR, sweeps

📍 Leads by City (Q+P Only)

📋 Contact Extraction Status

🚛 Active Driver Leads

✅ Qualified

—

All requirements met

🔶 Potential

—

Partial match + contact

📞 Leads w/ Phone

—

among Q+P leads only

📧 Leads w/ Email

—

among Q+P leads only

⭐ CDL-A + OTR + Deck

—

Triple match leads

Avg Score

—

Q+P average out of 100

Requirements: ✅ QUALIFIED = CDL-A + Phone + Flatbed/Open Deck + OTR + 12mo CMV Exp + Age 23-62 (all 6 gates) 🔶 POTENTIAL = (Phone OR Email) + (CDL-A OR 12mo CMV Exp OR Flatbed) + Driver Profile 🚫 CDL-B = Auto-rejected

🚛 Driver Leads CDL-A drivers with contact info · Click row for details

● Active 0

● All 0

🚩 Flagged 0

📦 Archived 0

⭐ Qualified 0

🔶 Potential 0

#	Driver Name	Location	Score	CDL	Experience	OTR	Open Deck	Age	Phone	Email	Description	Source	Notes	Actions

🎯 Upgrade Path — What Each Lead Needs to Become QUALIFIED

APIs Integrated

Borrowed APIs

Anti-Captcha (borrowed)

Our API Keys

Apollo, Hunter, Brave, SerpAPI

Cost / 1k Leads

~$3

Captcha solves only

🔓 Anti-Captcha

Borrowed API

Provideranti-captcha.com (borrowed key)

Balance—

Cost / solve~$0.003 (hCaptcha)

Remaining solves—

StatusChecking...

🧑‍💼 Apollo.io

Our API

PurposeContact enrichment

PlanFree (10k/month)

StatusChecking...

🔍 Hunter.io

Our API

PurposeEmail discovery & verification

Plan—

Searches—

Verifications—

Resets—

StatusChecking...

🌐 Brave Search

Our API

PurposeOSINT enrichment

PlanFree (2k queries/month)

StatusChecking...

📋 Craigslist Reply

Reverse-Engineered

MethodJS source analysis

Flowinit → captcha → popup → mailto

CaptchahCaptcha (invisible)

Key fixnonce field = "n"

Status✅ Verified Working

Pipeline Version

v5.0

Uptime

—

Server

Debian 13

Python 3.13.5

Data

—

enriched_profiles.json

APIs Active

All connected

API Spend

—

Anti-Captcha only

🔑 API Service Details (Live)

🔓 Anti-Captcha

Borrowed API

Provideranti-captcha.com

AccountBorrowed key (not ours)

Balance—

Cost per solve~$0.002–0.003 (hCaptcha)

Est. remaining solves—

Queue waiting—

Queue load—

Avg speed—

Workers solving—

Bid price—

Used this session—

PurposehCaptcha solving on CL reply forms

🧑‍💼 Apollo.io

Our API

Account—

PlanFree (10,000 credits/mo)

Status—

Credits used—

Enrichment typesPeople search, email reveal, company lookup

Profiles enriched—

PurposeContact enrichment (name, email, company, LinkedIn)

API endpointapi.apollo.io/api/v1/

🔍 Hunter.io

Our API

Account—

Account holder—

Plan—

Searches—

Verifications—

Credits used—

Reset date—

Team ID—

PurposeEmail discovery & verification for leads

API endpointapi.hunter.io/v2/

🌐 Brave Search

Our API

PlanFree (2,000 queries/month)

Status—

Rate limit50 req/sec

Monthly remaining—

PurposeOSINT enrichment, driver background search

API endpointapi.search.brave.com/res/v1/

📋 SerpAPI

Our API

Account—

Plan—

Monthly price—

Searches / month—

Used this month—

Remaining—

Rate limit—

EnginesGoogle Search, Google Jobs

PurposeGoogle search enrichment, job posting cross-ref

API endpointserpapi.com/search.json

📋 Craigslist Reply

Reverse-Engineered

MethodJS source deobfuscation + protocol analysis

FlowGET page → POST /init → solve hCaptcha → POST /captcha → POST /popup → POST /mailto

Key discoverynonce field = "n" (not "nonce")

Captcha typehCaptcha (invisible)

Browser fingerprintbfp3 via FingerprintJS2 + POW

Session cookiecl_b (required)

OutputCL relay email + contact name + phone

Success rate~30% (CL rate-limits batch requests)

Status✅ Verified working

🔒 Security Configuration

TLS / HTTPS✅ TLS 1.2/1.3 (self-signed)

Authentication✅ HTTP Basic Auth (nginx)

HSTS Header✅ max-age=31536000

X-Frame-Options✅ SAMEORIGIN

CSP Header✅ Configured

HTTP Redirect✅ 301 → HTTPS

🏗️ Infrastructure

Reverse Proxy✅ nginx

Backend✅ Python ThreadingHTTPServer

Port:8080 (behind nginx)

Service✅ systemd (auto-restart)

Data storageLocal JSON (135 profiles)

Virtual envpipeline-env (Python 3.13.5)

📡 Pipeline Engine

Target markets10 cities (ATL, DAL, MIA, CHI...)

Scrape sources5 active: CL, Google Jobs, LinkedIn, HDN, CDLJobs

Captcha engineAnti-Captcha (hCaptcha invisible)

EnrichmentApollo + Hunter + Brave + SerpAPI

CL reply flow✅ Reverse-engineered (nonce=n)

Auto-schedule⚠️ Not yet (manual trigger)

🚀 Deployment Readiness

HTTPS cert✅ Swap to CA-signed for prod

Auth upgrade⚠️ Consider OAuth/SSO

Rate limiting⚠️ Add nginx rate_limit

Monitoring✅ /api/health endpoint

Logging✅ File + systemd journal

Backups⚠️ Add scheduled JSON backups