# MonoSkin chatbot · 5-scenario psychology trial

Run at 2026-06-09 21:57:50 · provider mix {"anthropic":4,"graceful_fallback":1}

## Totals
- turns: 15
- replied: 4
- escalated: 11
- ignored: 0
- qb_hit: 0
- low_conf: 4

## Scenario 1 · Sceptical Establishment Senior
**Doctor:** Dr Anil Mehta · Mehta Skin Hospital · Mumbai · Dermatology

### Turn 1
**Doctor:** I've been doing derm for 28 years. What clinical evidence do you have? I see five new acne brands every week, all claim breakthrough.

**Bot decision:** `action=reply` · provider=anthropic · confidence=0.72 · 6248ms

**Bot reply text:**
> Dr. Mehta, 28 years in derm — you've seen every claim cycle. Fair to be skeptical.
> 
> Monoskin's differentiation is Cetosome® Technology — an advanced dermal delivery system that transports actives deeper into the skin barrier vs. conventional bases. I'd like to have our clinical team share the data directly with you rather than summarise it here. Can we arrange a 10-minute call or send the clinical brief to review at your convenience?

**Extracted info:** `{"name":"Dr. Anil Mehta","specialty":"Dermatology","city":null,"sample_request":false,"audience_type":"doctor"}`

**Suggested WA buttons (List/Buttons component):**
- 📚 Send clinical dossier
- 🎓 CME webinar
- 📞 Speak to medical affairs

### Turn 2
**Doctor:** Do you have peer-reviewed trial data, or just internal whitepapers?

**Bot decision:** `action=escalate` · provider=anthropic · confidence=0.82 · 6214ms

**Escalation:** Dr. Mehta is asking specifically for peer-reviewed trial data — this requires verified clinical documentation that must be shared by the medical/clinical team, not summarised by the bot. High-value doctor (28 years, Tier T1) — human engagement critical here.

**Extracted info:** `{"name":"Dr Anil Mehta","specialty":"Dermatology","city":null,"sample_request":false,"audience_type":"doctor"}`

**Suggested WA buttons (List/Buttons component):**
- 📥 Send sample request
- 📞 Speak to MR

### Turn 3
**Doctor:** What makes you different from Cetaphil or Differin which my patients already trust?

**Bot decision:** `action=reply` · provider=anthropic · confidence=0.72 · 6826ms

**Bot reply text:**
> Dr. Mehta, Cetaphil and Differin are trusted standards — we don't position against them. Monoskin's Cetosome® Technology is a transdermal delivery system designed to carry actives deeper into the barrier, which means formulations can work at lower concentrations with better tolerability. The honest answer on peer-reviewed data: let our clinical team share what exists directly — they can distinguish published evidence from internal data clearly. Would a brief with the clinical dossier work, or a direct call with our dermatology lead?

**Extracted info:** `{"name":"Dr Anil Mehta","specialty":"Dermatology","city":null,"sample_request":false,"audience_type":"doctor"}`

**Suggested WA buttons (List/Buttons component):**
- 📋 Protocol card (PDF)
- 📥 Patient starter kit
- 📞 Speak to MR


---

## Scenario 2 · Eager Adopter · Instagram-native
**Doctor:** Dr Priya Iyer · GlowLab Aesthetics · Bangalore · Aesthetic Dermatology

### Turn 1
**Doctor:** Hi! Saw the MonoSkin Instagram post. Can I sample your range for my clinic?

**Bot decision:** `action=reply` · provider=anthropic · confidence=0.91 · 4212ms

**Bot reply text:**
> Hello Dr. Iyer! Lovely to hear from you — happy to arrange a sample pack for your clinic.
> 
> Could you share your clinic address and PIN code so we can route it correctly? Dispatch is typically within 48 hours.

**Extracted info:** `{"name":"Dr. Priya Iyer","specialty":"Aesthetic Dermatology","city":null,"sample_request":true,"audience_type":"doctor"}`

**Suggested WA buttons (List/Buttons component):**
- 📥 Send sample request
- 📞 Speak to MR

### Turn 2
**Doctor:** Do you have short training videos I can show my staff? My patients always ask about new products.

**Bot decision:** `action=reply` · provider=anthropic · confidence=0.85 · 4213ms

**Bot reply text:**
> Yes Dr. Iyer, we have short product explainer videos — perfect for clinic staff orientation. I'll have our MR share the training kit along with your sample pack.
> 
> Could you share your clinic address and PIN so we can get both dispatched to you?

**Extracted info:** `{"name":"Dr. Priya Iyer","specialty":"Aesthetic Dermatology","city":null,"sample_request":true,"audience_type":"doctor"}`

**Suggested WA buttons (List/Buttons component):**
- 🎬 Get training kit
- 🤝 Co-marketing brief

### Turn 3
**Doctor:** Open to co-marketing? Could we do a launch reel together with my reach (42k)?

**Bot decision:** `action=escalate` · provider=anthropic · confidence=0.91 · 7171ms

**Escalation:** Co-marketing / influencer collaboration proposal — requires brand team and legal sign-off. Outside chatbot authority.

**Extracted info:** `{"name":"Dr. Priya Iyer","specialty":"Aesthetic Dermatology","city":null,"sample_request":true,"audience_type":"doctor","notes":"42k follower reach \u00b7 proposing co-branded launch reel \u00b7 high-value lead \u00b7 address still pending"}`

**Suggested WA buttons (List/Buttons component):**
- 🎬 Get training kit
- 🤝 Co-marketing brief


---

## Scenario 3 · Cost-Conscious Pragmatist · High-volume
**Doctor:** Dr Rakesh Rao · Sai Skin Clinic · Pune · General Practice

### Turn 1
**Doctor:** What is the price point? My patients are price-sensitive, can't afford premium.

**Bot decision:** `action=escalate` · provider=anthropic · confidence=0.82 · 6215ms

**Escalation:** pricing_or_quote

**Extracted info:** `{"name":"Dr Rakesh Rao","specialty":"General Practice","city":null,"sample_request":false,"audience_type":"doctor"}`

**Suggested WA buttons (List/Buttons component):**
- 💰 Tier pricing
- 📞 Talk to sales

### Turn 2
**Doctor:** Bulk pricing for 50+ units monthly?

**Bot decision:** `action=escalate` · provider=anthropic · confidence=0.88 · 4212ms

**Escalation:** pricing_or_quote

**Extracted info:** `{"name":"Dr Rakesh Rao","specialty":"General Practice","city":null,"sample_request":false,"audience_type":"doctor"}`

**Suggested WA buttons (List/Buttons component):**
- 💰 Tier pricing
- 📞 Talk to sales

### Turn 3
**Doctor:** What's my margin between purchase price and MRP?

**Bot decision:** `action=escalate` · provider=anthropic · confidence=0.88 · 4798ms

**Escalation:** pricing_or_quote

**Extracted info:** `{"name":"Dr. Rakesh Rao","specialty":"General Practice","city":null,"sample_request":false,"audience_type":"doctor"}`

**Suggested WA buttons (List/Buttons component):**
- 💰 Tier pricing
- 📞 Talk to sales


---

## Scenario 4 · Annoyed · Opt-Out Trajectory
**Doctor:** Dr Sunita Kapoor · Apollo Skin · Mumbai · Dermatology

### Turn 1
**Doctor:** Why am I getting these messages? I never signed up.

**Bot decision:** `action=escalate` · provider=anthropic · confidence=0.91 · 4624ms

**Escalation:** Contact is expressing confusion or dissatisfaction about receiving unsolicited messages — potential opt-out or consent issue requiring human review before any further outreach.

**Extracted info:** `{"name":"Dr Sunita Kapoor","specialty":"Dermatology","city":null,"sample_request":false,"audience_type":"doctor"}`

### Turn 2
**Doctor:** I'm not interested. Please don't send marketing.

**Bot decision:** `action=escalate` · provider=graceful_fallback · confidence=0.5 · 1689ms

**Bot reply text:**
> Thanks for writing in — passing this to our medical/sales team so they can answer accurately. Someone will be in touch within 24 hours.

**Escalation:** ai_unavailable_or_unparseable

**Extracted info:** `{"name":"Dr Sunita Kapoor","specialty":"Dermatology"}`

**Suggested WA buttons (List/Buttons component):**
- ✅ Confirm opt-out
- ↩ Keep me subscribed

### Turn 3
**Doctor:** STOP

**Bot decision:** `action=escalate` · provider=graceful_fallback · confidence=0.5 · 992ms

**Bot reply text:**
> Thanks for writing in — passing this to our medical/sales team so they can answer accurately. Someone will be in touch within 24 hours.

**Escalation:** ai_unavailable_or_unparseable

**Extracted info:** `{"name":"Dr Sunita Kapoor","specialty":"Dermatology"}`

**Suggested WA buttons (List/Buttons component):**
- ✅ Confirm opt-out
- ↩ Keep me subscribed


---

## Scenario 5 · Patient-First · Sample Seeker
**Doctor:** Dr Ashok Reddy · Reddy Family Health · Bengaluru · Family Medicine

### Turn 1
**Doctor:** I have a 17-year-old patient with severe nodulocystic acne. Will MonoSkin help?

**Bot decision:** `action=escalate` · provider=graceful_fallback · confidence=0.5 · 1120ms

**Bot reply text:**
> Thanks for writing in — passing this to our medical/sales team so they can answer accurately. Someone will be in touch within 24 hours.

**Escalation:** ai_unavailable_or_unparseable

**Extracted info:** `{"name":"Dr Ashok Reddy","specialty":"Family Medicine"}`

**Suggested WA buttons (List/Buttons component):**
- 📋 Protocol card (PDF)
- 📥 Patient starter kit
- 📞 Speak to MR

### Turn 2
**Doctor:** What is the dosing protocol? Twice daily? Morning only?

**Bot decision:** `action=escalate` · provider=anthropic · confidence=0.95 · 4213ms

**Escalation:** clinical_advice

**Extracted info:** `{"name":"Dr Ashok Reddy","specialty":"Family Medicine","city":null,"sample_request":false,"audience_type":"doctor"}`

**Suggested WA buttons (List/Buttons component):**
- 📋 Protocol card (PDF)
- 📥 Patient starter kit
- 📞 Speak to MR

### Turn 3
**Doctor:** Can I get one sample for the patient to try before I prescribe?

**Bot decision:** `action=escalate` · provider=graceful_fallback · confidence=0.5 · 1037ms

**Bot reply text:**
> Thanks for writing in — passing this to our medical/sales team so they can answer accurately. Someone will be in touch within 24 hours.

**Escalation:** ai_unavailable_or_unparseable

**Extracted info:** `{"name":"Dr Ashok Reddy","specialty":"Family Medicine"}`

**Suggested WA buttons (List/Buttons component):**
- 📥 Send sample request
- 📞 Speak to MR


---