S3YED Ibrahim Call Profile Builder
When to Use
Use when a triage call recording is uploaded or Ibrahim says he finished a call and shares notes. This builds a structured profile for the second call.
Pipeline
- Get the recording or notes
- Transcribe (if audio) using OpenAI Whisper or similar
- Extract structured profile
- Store in Cognee for future recall
- Deliver profile to Ibrahim as prep for second call
Profile Structure
Extract these fields from every triage call:
5-Point Lead Extraction (Value Delivery Format):
- PAIN: #1 pain in their own words — quote it directly from transcript
- CURRENT: Where they are now (weight, routine, situation)
- FUTURE: Where they want to be (goal weight, desired state, outcome)
- WHY NOW: What makes change urgent (trigger event, deadline, health scare)
- ALREADY SENT: What Ibrahim already sent them via WhatsApp (never repeat)
Lead Info:
- Name, location, age range
- Gender (for "brother/sister" usage)
- How they found Ibrahim
Pain Points:
- Primary physical pain point (what's wrong with their body)
- Secondary pain point
- Emotional driver (why this matters to them deep down)
- Quote their own words here
Current Routine:
- Training frequency and type
- Diet/nutrition approach
- Sleep and recovery
- Biggest struggle area
Commitment Signals:
- Red flags (excuses, vague answers, not ready)
- Green flags (specific goals, past success, ready to act)
- Overall readiness score: Low/Medium/High
The Angle for Call 2:
- What specific transformation would mean most to them
- What objection to overcome
- The hook that will get them to say yes
Second Call Strategy
The second call is framed as "next steps" — never as a sales pitch.
Opening: "You did the work. I saw your [specific progress/reference]. Let's talk about where you go from here."
The Offer Frame: Present coaching as the natural next step, not a hard sell. Use their own words from the triage call about what they want.
Close: "I have a spot opening on [day]. If you're ready to make this happen, I can take you on. Think about it and let me know by [timeframe]."
Storage
After building the profile, save it to Cognify:
cd /root/cognify && source .venv/bin/activate && set -a && . ./.env && set +a
echo "$JSON_SUMMARY" | cognify --tenant ibrahim ingest -
Delivery to Ibrahim
Send the profile as a structured message to Ibrahim on Telegram/WhatsApp with:
- Key insights (3 bullet points max)
- Recommended approach for Call 2
- Suggested timing for the follow-up===ME:client-acquisition/ibrahim-call-profiles