Human Validation

Independent real-customer evaluation, collected without exposure to Customer Twin scores.

Illustrative Human Validation Data

CFG-014

Recycled Kraft Paper · Batak Gorga · Rp45.000

73/100

24 respondents · 58% BUY

RespondentSegmentPurchaseDecision
R001Young Traveler4/5BUY
R002Local Visitor4/5CONSIDER
R003International Tourist5/5BUY
R004Gift Buyer4/5CONSIDER
R005International Tourist3/5CONSIDER

+19 more respondents

CFG-015

Recycled Kraft Paper · Batak Gorga · Rp45.000

74/100

24 respondents · 71% BUY

RespondentSegmentPurchaseDecision
R001Young Traveler4/5BUY
R002Domestic Tourist4/5BUY
R003International Tourist4/5CONSIDER
R004Sustainability-oriented Traveler4/5CONSIDER
R005Local Visitor4/5BUY

+19 more respondents

CFG-016

Recycled Kraft Paper · Batak Gorga · Rp45.000

77/100

24 respondents · 75% BUY

RespondentSegmentPurchaseDecision
R001Local Visitor4/5BUY
R002Local Visitor5/5BUY
R003Sustainability-oriented Traveler4/5BUY
R004Young Traveler4/5CONSIDER
R005International Tourist4/5BUY

+19 more respondents

CFG-019

Recycled Kraft Paper · Batak Gorga · Rp50.000

68/100

24 respondents · 29% BUY

RespondentSegmentPurchaseDecision
R001Gift Buyer4/5CONSIDER
R002Local Visitor4/5BUY
R003Gift Buyer4/5CONSIDER
R004Local Visitor3/5CONSIDER
R005Young Traveler4/5BUY

+19 more respondents

CFG-020

Recycled Kraft Paper · Batak Gorga · Rp50.000

66/100

24 respondents · 17% BUY

RespondentSegmentPurchaseDecision
R001Local Visitor4/5CONSIDER
R002International Tourist4/5CONSIDER
R003Domestic Tourist4/5BUY
R004Domestic Tourist3/5CONSIDER
R005Domestic Tourist4/5CONSIDER

+19 more respondents

CFG-027

Recycled Kraft Paper · Modern Ulos · Rp45.000

70/100

24 respondents · 50% BUY

RespondentSegmentPurchaseDecision
R001Local Visitor5/5BUY
R002Sustainability-oriented Traveler3/5CONSIDER
R003Sustainability-oriented Traveler4/5CONSIDER
R004Young Traveler4/5BUY
R005Domestic Tourist4/5BUY

+19 more respondents

CFG-028

Recycled Kraft Paper · Modern Ulos · Rp45.000

74/100

24 respondents · 63% BUY

RespondentSegmentPurchaseDecision
R001International Tourist5/5BUY
R002Gift Buyer4/5CONSIDER
R003Young Traveler4/5CONSIDER
R004Domestic Tourist4/5BUY
R005Local Visitor5/5BUY

+19 more respondents

CFG-032

Recycled Kraft Paper · Modern Ulos · Rp50.000

72/100

24 respondents · 46% BUY

RespondentSegmentPurchaseDecision
R001International Tourist4/5BUY
R002Gift Buyer4/5BUY
R003Gift Buyer3/5CONSIDER
R004Young Traveler3/5BUY
R005Gift Buyer4/5CONSIDER

+19 more respondents

CFG-051

Bamboo Fiber · Batak Gorga · Rp45.000

72/100

24 respondents · 58% BUY

RespondentSegmentPurchaseDecision
R001Young Traveler4/5BUY
R002International Tourist4/5BUY
R003Gift Buyer5/5BUY
R004Local Visitor3/5CONSIDER
R005Local Visitor4/5CONSIDER

+19 more respondents

CFG-052

Bamboo Fiber · Batak Gorga · Rp45.000

73/100

24 respondents · 50% BUY

RespondentSegmentPurchaseDecision
R001Gift Buyer5/5BUY
R002Young Traveler4/5BUY
R003Local Visitor4/5BUY
R004Young Traveler3/5BUY
R005Gift Buyer3/5CONSIDER

+19 more respondents

CFG-056

Bamboo Fiber · Batak Gorga · Rp50.000

67/100

24 respondents · 29% BUY

RespondentSegmentPurchaseDecision
R001Local Visitor3/5CONSIDER
R002International Tourist4/5CONSIDER
R003Sustainability-oriented Traveler4/5BUY
R004Local Visitor4/5CONSIDER
R005Sustainability-oriented Traveler3/5CONSIDER

+19 more respondents

CFG-068

Bamboo Fiber · Modern Ulos · Rp50.000

69/100

24 respondents · 38% BUY

RespondentSegmentPurchaseDecision
R001Sustainability-oriented Traveler4/5CONSIDER
R002Domestic Tourist3/5CONSIDER
R003Domestic Tourist4/5CONSIDER
R004Sustainability-oriented Traveler3/5CONSIDER
R005Sustainability-oriented Traveler4/5BUY

+19 more respondents