Executive Statistics
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SHOP CFO

Amy Shapiro

Chief Financial Officer

Rank

#2

CFO peer group

Answers

44

Directness

0.795

Latest Sentiment

0.500

0.5 is neutral

Direct %

65.9%

Partial %

27.3%

Evasive %

6.8%

AI Mentions

10

positive dominant label

Answer Quality Mix

Direct65.9%
Partial27.3%
Evasive6.8%

Snapshot Coverage

Non-AI Snapshot

8/19/2026

26 summarized calls

AI Snapshot

8/19/2026

26 scored calls

AI sentiment summary

Weighted score 0.6857, average confidence 0.8700, average Q&A word weight 0.1956.

AI Sentiment Trend

Quarterly executive sentiment from the ticker AI sentiment snapshot.

1.000.750.500.250.00Q1 200.74Q2 200.85Q3 200.70Q4 200.85Q1 210.76Q2 210.80Q3 210.72Q1 220.48Q2 220.40Q3 220.50

Role Peer Comparison

ExecutiveAnswersDirectnessDirect %Evasive %
Jeff Hoffmeister560.80466.1%5.4%
Amy Shapiro440.79565.9%6.8%