HAMMAD YOUSUF

LEAD GENERATION // FREE LIVE DEMO

Lead Research Agent

THE PROBLEM

Cold-outbound lists take hours of manual research per prospect before the first message can even be written.

~8 min → ~15 sec

Research time per lead

Need warm/inbound research instead? Warm Prospect Researcher

BOOK A CALL

No pitch — just a plan.

I research companies before you reach out. Name a business — or tap a command — and I'll build the brief.

Execution trace — recorded run (this agent's real pipeline)

    • Reading company signals

      ok
    • Cross-referencing vertical benchmarks

      ok
    • Scoring fit and buying intent

      ok
    • Drafting the research brief

      ok
REAL OUTPUT — GENERATED BY THIS AGENT'S LIVE PIPELINE · GROQ · SPEAK OR TYPE TO USE YOURS

Research time per lead

~8 min → ~15 sec

projected

Fit scoring consistency

vs. ad-hoc manual judgment

projected

80%

Fit Score

Company Summary

Al Safa Grill House is a restaurant likely specializing in Middle Eastern or Arabic cuisine, given the 'Al Safa' name which translates to 'The Pure' or 'The Clear', suggesting a focus on traditional, authentic flavors.

WHAT IS LEAD RESEARCH AGENT?

An AI lead research agent turns a company name or URL into a structured research brief — a summary of what the business does, the likely decision-maker's title, one specific detail worth opening with, and a 0-100 fit score — in seconds instead of the 5-10 minutes manual research usually takes per cold-outbound prospect.

HOW IT WORKS

The agent reads whatever public signal is available about the target — a company name, a URL, a stated vertical — and cross-references it against benchmark patterns for that industry and region. It doesn't scrape private data or guess at internal information; it works from what's genuinely inferable (industry, likely size band, plausible decision-maker title) and flags one concrete, specific detail an outreach message could reference instead of a generic opener. The output is typed into fixed blocks — a fit score, a metrics grid, and an opening-line suggestion — so a sales rep can act on it immediately rather than parsing a paragraph of prose.

In production, this same research step feeds directly into outreach drafting: the fit score decides whether a lead is worth a human's time at all, and the opening-line detail becomes the first sentence of the actual email.

Gemini 2.0 FlashStructured JSON outputSynthetic GCC B2B dataset
system-prompt.md
You are a B2B lead-research analyst for a Dubai-based growth agency. Given a company name/URL and vertical, produce a concise research brief: company summary, likely decision-maker title, one specific opening-line detail, and a 0-100 fit score. Output ONLY a JSON array of typed blocks matching the OutputBlock union (metricCards, table, copyBlock, scoreGauge, chart, checklist, timeline) — no prose outside the JSON. Never claim access to private data, internal financials, or anything not genuinely inferable from public signals — if the input is too thin to produce a specific opening-line detail, say so plainly in the copy block instead of inventing one.

USE CASES

Cold-outbound list triage

Run every new lead on a scraped list through the agent before anyone spends time on it — the fit score alone cuts a 200-lead list down to the 40 worth pursuing.

Pre-call prep for warm inbound

A demo request comes in with just a name and email — the agent fills in the missing context (likely size, industry, decision-maker title) before the call.

Territory research at volume

A UAE agency expanding into a new vertical (say, boutique F&B) can research 50 target companies in the time it used to take to research 5.

Account-based marketing kickoff

Before an ABM campaign launches, run the target account list through the agent to seed every rep's account brief with the same baseline research.

RESULTS & BENCHMARKS

Research time per lead

~8 min → ~15 sec

projected (modeled)

Fit scoring consistency

vs. ad-hoc manual judgment

projected (modeled)

GET THIS RUNNING ON YOUR BUSINESS

Want Lead Research Agent solving this for you?

This runs in production today, not a mockup. Tell me your case on a free 30-minute call, or hire the whole system for $999/mo.

BOOK A CALL

No pitch — just a plan.

hire the whole system

FAQ

Common questions

What is an AI lead research agent?

A system that turns a company name or URL into a structured research brief — company summary, likely decision-maker, and a specific opening-line detail — in seconds instead of the 5-10 minutes manual research usually takes per lead.

Does it replace a human researcher?

It replaces the repetitive first-pass research (company summary, contact title guess, one opening detail) so a human focuses judgment on outreach strategy rather than data-gathering.

What data does the live demo use?

The demo runs against synthetic, GCC-flavored sample companies — never real prospect data — so you can try it without any setup.

Hammad Yousuf

Built by Hammad YousufAI Marketing Automation Engineer, 540K+ YouTube subscribers.

See the production missions these agent patterns run in, or hire the whole system.