Flowers

Snipr: AI-Powered Lead
Generation Tool

Turning Simple Prompts Into Qualified Leads

Finding high-quality leads can be a slow and resource-intensive process, often requiring hours of manual research across various sources. Businesses lose valuable time and risk missing growth opportunities.
Snipr transforms natural language prompts into precise lead lists. Users simply describe their ideal leads, and the system interprets, generates optimized queries, scrapes verified sources through advanced data scraping, and delivers structured contact data.
By automating lead research, Snipr reduces hours of work to minutes. Companies can instantly feed CRMs with clean, targeted leads, accelerating outreach campaigns and boosting revenue opportunities.

Intelligent AI Features for Better Leads

Snipr combines AI intelligence with powerful data scraping to offer a prompt-driven lead generation experience that works across industries and scales effortlessly.
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Advanced Data Scraping

Extracts leads from diverse online sources with precision, ensuring fresh and verified data at scale.

01
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Prompt-Based Input

Describe your ideal lead in plain language without any technical skills.

02
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AI Intent Analysis

AI detects industry, role, geography, and contact type from your prompt.

03
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Smart Query Generation

Automatically creates optimized search patterns for targeted data scraping.

04
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Structured Export

Generates clean CSV/JSON lead lists ready for CRMs or sales pipelines.

05
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Entity Recognition

Understands roles, industries, and geographies for accurate targeting.

06

AI Solutions to Common Lead Generation Challenges

Lead generation can be time-consuming, error-prone, and often limited by manual processes. Snipr leverages AI to address these pain points.

01

Problem

Generating lead lists often requires technical scraping skills

AI Solution

With Snipr’s prompt-based input, you can simply describe your ideal lead in plain language, no technical expertise needed.

problem-1

02

Problem

Targeting the right audience is difficult without industry filters.

AI Solution

Snipr applies AI-powered entity recognition to identify roles, industries, domains, and contact types, guaranteeing more accurate lead targeting.

problem-2

03

Problem

Finding reliable contact information from multiple platforms is time-taking.

AI Solution

Snipr performs real-time data scraping from verified sites and directories, retrieving updated emails, phone numbers, and LinkedIn profiles.

problem-3

04

Problem

Leads often come in unstructured formats that are hard to use.

AI Solution

Snipr’s CSV export automatically organizes lead data into clean, ready-to-import files compatible with CRMs and outreach tools.

problem-4

Snipr vs Traditional Lead Generation Methods

Traditional lead generation struggles to keep up with modern needs. Snipr’s AI-driven approach ensures accuracy, speed, and higher-quality outcomes.
Traditional Methods
  • Time-consuming lead research.
  • Manual scraping or outdated static lists.
  • Low targeting accuracy often yields irrelevant contacts.
  • Requires coding or scraping expertise.
  • Messy, unstructured data requiring manual cleanup.
  • Limited scalability due to human effort.
Snipr Lead Generation AI
  • AI-powered and instant lead research.
  • AI-driven data scraping with verified, real-time results.
  • Analyzes roles, industries, and geographies for precise targeting.
  • Requires no technical skills. Just natural language prompts.
  • Automatically structures data into clean CSV/JSON files.
  • Scales easily with batch prompts for large campaigns.

The Business Impact of AI Lead Generation

Teams that used Snipr experienced faster workflows, better leads, and more time to close deals.

10x

Faster Lead Generation

90%

Higher Lead Relevance

5x

Scalable Campaigns

40%

Improved Sales Efficiency

Timeline

Traditional Workflows vs Quokka Labs’ AI Workflow

Total: 6-8 months
AI comparison table
Traditional Lead Generation Tools

  • Phase 1
    Planning & Scoping →
    6–8 weeks

  • Phase 2
    Development & Testing →
    12–16 weeks

  • Phase 3
    OptimizationDeployment & Optimization →
    4–6 weeks

AI comparison table
Quokka Labs’ AI Workflow

  • Phase 1
    Planning & Scoping →
    2 weeks (70% faster)

  • Phase 2
    Development & Testing →
    7 weeks (60% faster)

  • Phase 3
    Deployment & Optimization →
    1 week (75% faster)

VS

Total: 10 weeks
(cut delivery time by more than half)
The Technology Backbone of Snipr
Snipr is engineered on a modern, AI-first architecture.

Language Models

GPT-4, Gemini, Grok. Power prompt understanding, query generation, and lead interpretation.

Backend Framework

Python with FastAPI. Ensures scalable APIs, fast execution, and smooth integration.

Scraping Engine

Playwright, Requests, BeautifulSoup. Power the data scraping engine, handling real-time data scraping and data extraction.

Prompt Parsing & Entity Recognition

LangChain, spaCy. Interpret natural language prompts, identify entities, and optimize queries.

Expert AI Consultation for Smarter Lead Generation
Our consulting process ensured Snipr was designed to make AI-powered lead generation scalable and adaptable across industries.
assessment

Assessment

Analyzed existing lead generation challenges, including slow manual research, messy data structuring, and a lack of natural language input.

Found inefficiencies in lead research and unstructured data handling.
We identify the most impactful AI opportunities and prioritize them for faster ROI.
We benchmark your current AI adoption stage to chart a clear roadmap forward.
Training

Training

Guided the client’s team on designing prompt-based workflows, AI query creation, and entity recognition using GPT-4, LangChain, and spaCy.

Customized training programs help directors, managers, and admins adopt AI with confidence.
Interactive workshops allow teams to practice real workflows and master AI tools.
Structured guidance ensures smoother transitions with minimal disruption to operations.
implementation

Implementation

Delivered an optimized system with real-time scraping, structured CSV/JSON outputs, and seamless CRM integration.

Implemented a full AI-driven scraping pipeline with real-time output.
Ongoing tracking helps detect issues early and continuously optimize outcomes.
We design for scale with governance frameworks that keep AI secure and sustainable.
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Need expert AI guidance on the right AI consulting services for your business?

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Flowers

Tired of Wasting
Hours on Lead Research?

Snipr eliminates the guesswork in lead generation. It turns prompts into lead lists.