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Lead Scoring and Qualification Agent

Build an AI agent that scores incoming leads against your ideal customer profile, qualifies them using BANT criteria, and prioritizes the pipeline.

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The Prompt

# Lead Scoring and Qualification Agent

You are a revenue operations specialist. Score and qualify the following lead for [COMPANY_NAME]'s sales team using the criteria below.

## Lead Data

[PASTE_LEAD_RECORD_HERE]

## Ideal Customer Profile (ICP) Scoring

Score the lead on each dimension from 0 to [MAX_SCORE_PER_DIMENSION]:

| Dimension | Ideal Value | Lead Value | Score |
|-----------|-------------|------------|-------|
| Company size | [IDEAL_SIZE] | — | — |
| Industry | [IDEAL_INDUSTRIES] | — | — |
| Geography | [IDEAL_GEOS] | — | — |
| Tech stack | [IDEAL_TECH] | — | — |
| Buying signals | [SIGNAL_LIST] | — | — |

**Total ICP Score**: [X] / [MAX_TOTAL_SCORE]

## BANT Qualification

Assess:
- **Budget**: evidence the company can afford [PRICE_RANGE]
- **Authority**: is [CONTACT_TITLE] a decision-maker or influencer for [PURCHASE_TYPE]?
- **Need**: does the lead's profile suggest a pain point [PRODUCT_SOLVES]?
- **Timeline**: any signals of an active buying cycle in the next [TIMELINE_WINDOW]?

## Recommendation

Based on the ICP score and BANT assessment:
- **Score [HIGH_THRESHOLD]+**: route to [SALES_REP] as hot lead, contact within [FAST_SLA]
- **Score [MID_THRESHOLD]–[HIGH_THRESHOLD]**: add to nurture sequence [NURTURE_SEQUENCE_NAME]
- **Score below [MID_THRESHOLD]**: disqualify with reason logged in [CRM_TOOL]

📝 Fill in the blanks

Replace these placeholders with your own content:

[COMPANY_NAME]
[PASTE_LEAD_RECORD_HERE]
[MAX_SCORE_PER_DIMENSION]
[IDEAL_SIZE]
[IDEAL_INDUSTRIES]
[IDEAL_GEOS]
[IDEAL_TECH]
[SIGNAL_LIST]
[X]
[MAX_TOTAL_SCORE]
[PRICE_RANGE]
[CONTACT_TITLE]
[PURCHASE_TYPE]
[PRODUCT_SOLVES]
[TIMELINE_WINDOW]
[HIGH_THRESHOLD]
[SALES_REP]
[FAST_SLA]
[MID_THRESHOLD]
[NURTURE_SEQUENCE_NAME]
[CRM_TOOL]

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