OpenAI — Perception Intelligence

Cross-surface analysis of how OpenAI 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 owned content.

SentimentPositive

Generally positive perception, anchored by the owned content.

Tone

neutral

Dominant tone reads as neutral

neutral 48%cautious 22%authoritative 30%

Intent

innovation

Coverage centres on innovation and history/background

AI research leadershipTechnical innovationSafety and ethics focus

Observation surfaces

AI engines

3 obs

Mixed

Owned content

3 obs

Strong

Why this reading

Owned content pulling positive

Owned content contributes the strongest positive pull (85/100, 3 observations).

Recurring theme: AI research leadership

"AI research leadership" recurs across coverage, reinforcing the owned content reading.

Trend · 16d

+20

Confidence 46

Coverage gaps

· Technical — Technical requires Pro access.
· Press — Press coverage resumes after the next collection pass.
· 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 neutral.

neutral

48%

authoritative

30%

cautious

22%

Intent & focus

Coverage centres on innovation and history/background.

innovation — weight 13
history/background — weight 13
market position — weight 11
products/services — weight 11
leadership — weight 8

Recurring framing: **IDENTITY**: OpenAI is an AI research company founded in 2015, transitioning from non-profit to "capped-profit" structure in 2019. They develop AI systems including GPT language models and DALL-E image generation · ## OpenAI Overview OpenAI is an AI research company founded in 2015, originally as a non-profit but later restructuring with a "capped-profit" model. They're best known for developing GPT language models and ChatGPT, which sparked mainstream interest in AI · ## OpenAI Overview **OpenAI** is an AI research company founded in 2015, initially as a non-profit before transitioning to a "capped-profit" model in 2019. They're best known for developing large language models like GPT-4 and ChatGPT, as well as other AI systems like DALL-E for image generation · **IDENTITY**: OpenAI is an AI research and development company founded in 2015, originally as a non-profit that transitioned to a "capped-profit" model. It develops AI systems including large language models and AI safety research · Here are 10 concise and factual answers about OpenAI: 1. **IDENTITY:** OpenAI is an American artificial intelligence research and deployment company comprising a non-profit parent organization (OpenAI, Inc · Let's break down OpenAI, its activities, reputation, and online presence

Surface breakdown

Surface	Reading	Sample	Confidence	Last observed
AI engines	58	3	43%	5/14/2026
Owned content	85	3	49%	5/14/2026
Technical	Technical requires Pro access.
Press	Press coverage resumes after the next collection pass.
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

Owned content pulling positive
Owned content contributes the strongest positive pull (85/100, 3 observations).
Evidence: Owned content
Recurring theme: AI research leadership
"AI research leadership" recurs across coverage, reinforcing the owned content reading.
Evidence: Owned content

Concordance & confidence

Headline confidence is 46%. Concordance becomes available once at least two observation surfaces report a sentiment reading.

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