Lead Qualification & CRM Automation

“Siddique delivered exactly what we needed for ai lead qualification and automation. The scoring and auto-tagging system was clear, practical, and easy to adjust. Good communication, solid work, and a smooth delivery. I’d definitely work with him again.”

Two small fixed-price engagements delivered in September and October 2026: an AI-assisted lead qualification and scoring system, and an n8n workflow that maps incoming leads into Zoho CRM with duplicate handling.

Leads arrived from several sources and had to be reviewed, scored and entered into the CRM by hand, which was slow and produced duplicate or inconsistent records.

Manual review of each lead, manual tagging, and copying details into the CRM.

1. Workflow

   n8n workflows triggered by incoming lead data.

2. Qualification

   Scoring and auto-tagging rules, built so the client can read and adjust them.

3. CRM

   Field mapping into the client's CRM (Zoho CRM in one engagement).

4. Data quality

   Duplicate logic so the same lead does not create a second record.

1. A lead arrives from a source such as a form or an ad platform.
2. Rules score the lead and apply tags.
3. The lead is mapped into the correct CRM fields.
4. Duplicates are detected before a record is created.
5. Staff work from clean, tagged records.

• n8n
• Zoho CRM
• CRM automation
• Lead scoring

• Scoring rules are kept simple and visible so the client can change them without me.
• De-duplication happens before record creation, not as a clean-up afterwards.

• Duplicate protection on CRM writes.
• Rules rather than free-form AI judgement for scoring, so results are explainable.

Outcome: Both engagements were completed and rated 5.0 by the clients on Upwork. No performance metrics are published.

Limitations: These were small, fixed-price jobs for non-healthcare businesses, and client details are not shown. The same pattern applies to clinic enquiry handling, but a healthcare version needs its own data-handling review.