Barack Obama — Perception Intelligence

Cross-surface analysis of how Barack Obama is currently perceived. Each surface aggregates multiple observation channels into a single, normalised reading. Drivers are derived deterministically from the underlying signals.

Perception Intelligence

Positive

Generally positive perception, anchored by the press.

SentimentPositive

Generally positive perception, anchored by the press.

Tone

cautious

Dominant tone reads as cautious

cautious 40%detailed 10%authoritative 40%dismissive 10%

Intent

history/background

Coverage centres on history/background and pricing

PresidencyHistorical SignificanceLegislative Achievements

Observation surfaces

AI engines

5 obs

Strong

Press

7185 obs

Mixed

Owned content

3 obs

Strong

Why this reading

AI engines pulling positive

AI engines contributes the strongest positive pull (90/100, 5 observations).

Recurring theme: Presidency

"Presidency" recurs across coverage, reinforcing the ai engines reading.

Trend · 16d

+71

Confidence 61

Coverage gaps

· Technical — Technical requires Pro access.
· Social — Social coverage resumes after the next collection pass.
· Reviews — Reviews coverage resumes after the next collection pass.
· Search — Search requires Pulse access.

Tone analysis

Dominant tone reads as cautious.

cautious

40%

authoritative

40%

detailed

10%

dismissive

10%

Intent & focus

Coverage centres on history/background and pricing.

history/background — weight 8
pricing — weight 7
reputation — weight 5
leadership — weight 5
products/services — weight 5

Recurring framing: I appreciate your query, but I need to clarify something upfront: "Barack Obama" refers to an individual, not an organization or company. Barack Obama is the 44th President of the United States, serving from 2009 to 2017 · Below are concise, factual answers to your 10 questions about Barack Obama, based on established historical and biographical records. I've drawn from reliable sources like official biographies, government records, and public archives (e · Barack Hussein Obama II is an American politician who served as the 44th President of the United States from 2009 to 2017. He was the first African American president of the United States · Here are 10 concise, factual answers about Barack Obama: 1. **IDENTITY:** Barack Obama is an American politician, lawyer, and author who served as the 44th President of the United States from 2009 to 2017 · Barack Obama is a prominent American politician, attorney, and author who served as the 44th President of the United States from January 20, 2009, to January 20, 2017. He is notable for being the first African American president in U · **IDENTITY:** Barack Obama is an American politician, attorney, and author who served as the 44th President of the United States from January 20, 2009, to January 20, 2017. **AUTHORITY:** Evidence of Barack Obama's authority includes his election as President, his Nobel Peace Prize awarded in 2009,

Surface breakdown

Surface	Reading	Sample	Confidence	Last observed
AI engines	90	5	51%	5/15/2026
Press	50	7185	84%	5/15/2026
Owned content	94	3	49%	5/15/2026
Technical	Technical requires Pro access.
Social	Social coverage resumes after the next collection pass.
Reviews	Reviews coverage resumes after the next collection pass.
Search	Search requires Pulse access.

Trend over time

Last 16 observations, headline sentiment normalised 0–100.

Drivers behind the reading

AI engines pulling positive
AI engines contributes the strongest positive pull (90/100, 5 observations).
Evidence: AI engines
Recurring theme: Presidency
"Presidency" recurs across coverage, reinforcing the ai engines reading.
Evidence: AI engines

Concordance & confidence

Headline confidence is 61%. Concordance becomes available once at least two observation surfaces report a sentiment reading.

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