Finding the right businesses to contact is slow. For a campaign targeting a specific industry, that means sorting through thousands of potential prospects, figuring out which ones are actually a fit, and then writing something relevant to each one. Done manually, that work does not scale. It becomes the job.
The goal was to move from a raw list of businesses to qualified, personalized outreach, without spending hours on individual research for every contact.
What Was Built
A research and qualification pipeline that handles the prospecting work automatically. It starts with a raw list of businesses and works through four steps.
Step 1 - Research
The system looks up each business’s website, contact information, and digital presence. It identifies who the right person to contact is, whether that’s the owner, administrator, or another decision-maker.
Step 2 - Qualify
Each business is scored against a set of fit criteria. Businesses that clearly do not fit (wrong size, wrong model, no reachable contact) are filtered out. The ones that fit well are flagged for outreach. Ones in the middle go into a slower-touch track.
Step 3 - Write
For each qualified contact, the system drafts a personalized outreach email using what it found in the research step. A business that opened six months ago gets a different message than one that has been operating for three years. A business with no web presence gets a different angle than one with active lead capture. Nothing goes out as a generic pitch.
Step 4 - Review and Send
Every draft goes through a human review step before anything is sent. The team reads each email, approves or edits, and the system handles delivery, including pacing sends to avoid deliverability issues.
Nothing goes out without a person seeing it first. The pipeline does the research and writing. The team makes the call on what actually sends.
What Changed
Research that previously took hours per batch now runs overnight. The morning starts with a queue of reviewed, personalized drafts ready to approve or adjust, not a blank screen and a list of names to look up.
Prospects that do not fit are gone before anyone spends time on them. The outreach that does go out is specific to each recipient’s situation, which means higher response rates and fewer wasted conversations.