Executive Statistics
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APP CFO

Matt Stumpf

Chief Financial Officer

Rank

#2

CFO peer group

Answers

27

Directness

0.944

Latest Sentiment

0.720

0.5 is neutral

Direct %

92.6%

Partial %

3.7%

Evasive %

3.7%

AI Mentions

12

positive dominant label

Answer Quality Mix

Direct92.6%
Partial3.7%
Evasive3.7%

Snapshot Coverage

Non-AI Snapshot

8/19/2026

20 summarized calls

AI Snapshot

8/19/2026

20 scored calls

AI sentiment summary

Weighted score 0.7644, average confidence 0.8475, average Q&A word weight 0.0839.

AI Sentiment Trend

Quarterly executive sentiment from the ticker AI sentiment snapshot.

1.000.750.500.250.00Q4 230.78Q1 240.78Q2 240.78Q3 240.78Q4 240.80Q1 250.82Q2 250.78Q3 250.78Q4 250.84Q1 260.64Q2 260.72

Role Peer Comparison

ExecutiveAnswersDirectnessDirect %Evasive %
Harold Chen270.96392.6%0.0%
Matt Stumpf270.94492.6%3.7%