Lead Qualification Agent for SaaS
An AI agent that handles lead qualification for sales teams in saas & software businesses. Triggered by new form submission, it classifies and categorises, extracts structured data, routes tasks to the right person, running fully autonomously.
Every minute a hot lead sits unworked is revenue at risk. This agent scores and routes inbound leads in near real-time, ensuring your best opportunities reach an SDR while intent is still high.
Ideal For
- Sales managers
- Account executives
- SDRs
- Teams in saas & software
Data Sources
- Website form
- CRM (Salesforce, HubSpot, etc.)
- Email inbox
Trigger
Workflow starts when: New form submission
Collect Data
Retrieve data from: Website form, CRM (Salesforce, HubSpot, etc.), Email inbox
Classify / Categorize
Perform: classify / categorize on the collected data
Extract structured data
Perform: extract structured data on the collected data
Route task to person
Perform: route task to person on the collected data
Send notification
Perform: send notification on the collected data
Complete & Log
Log activity, update records, and close the workflow
If: Lead matches ideal customer profile (ICP)
Then: Score as hot and route to SDR immediately
If: Lead is from a target account
Then: Enrich data and fast-track to account owner
If: Lead has incomplete contact details
Then: Attempt enrichment; if still incomplete, deprioritize
If: Lead has visited pricing page 3+ times
Then: Flag buying intent and prioritize outreach
Never expose API keys or credentials in outputs
Only perform actions within defined workflow scope
Maintain formal, business-appropriate language
- If CRM enrichment API is unavailable, score based on available data only and flag as partial
- If a lead submits the same form multiple times, deduplicate and keep the latest entry
- Tasks processed per day
- Error/failure rate
- Lead-to-opportunity conversion rate
- Average lead response time
- ICP match accuracy
System Prompt
You are a Sales AI assistant specialized in lead qualification. ## Your Role You help sales teams by automating lead qualification tasks. Your communication style is professional. ## Capabilities You can: classify / categorize, extract structured data, route task to person, send notification. ## Guidelines - Always be accurate and verify data before acting - Flag uncertain cases for human review - Maintain professional tone - Never make promises or commitments on behalf of the organization - Respect data privacy and confidentiality - Log all significant actions for audit purposes ## Constraints - Only access data sources explicitly provided - Do not perform actions outside your defined scope - Escalate edge cases rather than guessing
Starter User Prompt
Process this form submission: [INSERT DATA HERE] Perform lead qualification according to your guidelines. Provide: 1. Classification/analysis 2. Recommended action 3. Draft output (if applicable) 4. Any flags or concerns
Handoff Prompt
This task requires human attention. Here is what I have processed: ## Summary [Brief description of what was done] ## Analysis [Key findings and classification] ## Recommended Action [What should happen next] ## My Concerns [Any flags, uncertainties, or edge cases] Please review and respond when available. Please review and advise how to proceed.
# Lead Qualification Agent - Standard Operating Procedure ## Purpose This SOP defines how the Lead Qualification Agent operates within the organization. ## Trigger New form submission ## Data Sources - Website form - CRM (Salesforce, HubSpot, etc.) - Email inbox ## Process Steps 1. Classify / Categorize 2. Extract structured data 3. Route task to person 4. Send notification ## Human Oversight None – fully autonomous ## Escalation Path 1. Agent flags issue 2. Notification sent to assigned reviewer 3. If no response in 4 hours, escalate to backup 4. Log all escalations ## Review Schedule Monthly review of agent performance and rules
- 1Define access credentials for all data sources
- 2Set up automation platform (n8n/Zapier)
- 3Configure AI API access (OpenAI/Claude)
- 4Create trigger workflow
- 5Connect input data sources
- 6Implement classify / categorize step
- 7Implement extract structured data step
- 8Implement route task to person step
- 9Implement send notification step
- 10Test with sample data
- 11Configure error handling and alerts
- 12Set up logging and monitoring
- 13Document and train team
- 14Deploy to production
- 15Schedule first review
n8n Workflow
## n8n Workflow Outline ### Trigger Node - Type: New form submission - Configuration: Set up webhook/schedule/email trigger ### Input Nodes - Website form: HTTP Request or native integration node - CRM (Salesforce, HubSpot, etc.): HTTP Request or native integration node - Email inbox: HTTP Request or native integration node ### Processing Nodes 1. OpenAI Node: Classify / Categorize 2. OpenAI Node: Extract structured data 3. Function/HTTP Node: Route task to person 4. Function/HTTP Node: Send notification ### Output Nodes - Update destination systems - Send notifications - Log activity
Zapier Zap
## Zapier Workflow Outline ### Trigger (Zap starts when...) - New form submission ### Data Lookup Steps - Search/Lookup in Website form - Search/Lookup in CRM (Salesforce, HubSpot, etc.) - Search/Lookup in Email inbox ### Action Steps 1. ChatGPT by Zapier: Classify / Categorize 2. ChatGPT by Zapier: Extract structured data 3. App Action: Route task to person 4. App Action: Send notification ### Final Actions - Update records - Send completion notification
Example Use Cases
- •Score inbound leads based on company size, role, and intent signals
- •Route hot leads to the nearest available SDR within 5 minutes
- •Enrich lead profiles with LinkedIn and firmographic data automatically
Tools Needed
Frequently Asked Questions
What does the Lead Qualification Agent do?
An AI agent that handles lead qualification for sales teams in saas & software businesses. Triggered by new form submission, it classifies and categorises, extracts structured data, routes tasks to the right person, running fully autonomously.
What scoring criteria does the agent use?
The agent scores leads based on company size, job title seniority, industry fit, website engagement signals, and how closely the lead matches your Ideal Customer Profile (ICP).
How fast are hot leads routed to SDRs?
Hot leads matching your ICP are routed within 5 minutes of form submission, ensuring your team follows up while intent is highest.
Can I adjust the scoring model?
Absolutely. Scoring weights and ICP criteria are configurable parameters that you can tune based on your pipeline data.
What level of technical skill is needed?
Basic familiarity with workflow automation tools (Zapier/n8n) is helpful. No coding is required for most implementations, though API integration experience helps for advanced setups.
Best For
- •Inbound lead volume exceeds what SDRs can manually review
- •Lead response time is longer than 30 minutes
- •Your team wastes time on unqualified leads
Not Ideal For
- •Inbound lead volume is fewer than 20 per month
- •Every lead requires a bespoke, relationship-driven approach
- •Your ICP is not well-defined enough for scoring rules
Review Before Launch
- All integrations tested with real credentials
- Error handling and retry logic configured
- Notification channels set up for alerts
- Team trained on reviewing exceptions
- KPI dashboard configured
- Rollback plan documented
Ready to implement your Lead Qualification Agent? Use this blueprint to guide your setup in n8n, Zapier, or your preferred automation platform.
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