Qualify Leads

For every lead in the database: website enrichment and email extraction, proposal-engine analysis, email validation and lead scoring, then Gemini qualification for leads scoring 60 or more.

Businesses Found

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All lead rows in the database

Unique Businesses

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Distinct business names

Emails Found

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Leads with an email address

Verified Emails

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Email status VALID / VERIFIED

Quality Leads

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Lead status QUALIFIED

Ready To Send

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Passes all sending rules

Emails Sent

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email_sent = 1

Scoring inputs

Lead scoring uses the current search keyword, state and city (same as the Streamlit sidebar).

Service / Keyword

State

Change on Find Businesses

City (Optional)

No keyword set. Leads will not receive the +20 keyword-match points.

Scoring rules (unchanged)

Keyword +20 · State or city match +20 · Website +10 · Email +15 · Valid email +20 · Contact name +10 · Description/services +5.
QUALIFIED ≥ 40 · REJECTED < 40

Click QUALIFY LEADS to process every lead in the database. Websites are scraped (up to 5 pages each), so this can take several minutes. You can leave this page; progress continues on the server.