Global technology conglomerate dominating search with 90% market share, facing regulatory scrutiny and AI competition.
100 − 2 × mean|score − median| across normalised sentiment scores
mean(domain_age_pct, moz_da, link_health, dnssec_bonus)
mean(surface_breadth_pct, log10(articles)/3 × 100)
sources_present / 3 × 100
mean(weighted_age_signals)
100 − sentimentVariance × 100
How ChatGPT, Claude, Gemini, Perplexity and Grok describe this entity right now.
AI outputs are largely positive, with occasional neutral or contextual framing.
“Google/Alphabet is generally considered a reputable company, known for its innovative technologies and contributions to the internet.”
“Alphabet Inc. is a global technology conglomerate. It is one of the most influential and widely used companies in the world.”
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“As an investment or business partner, Alphabet shows strong fundamentals but faces regulatory and competitive headwinds.”
“Google/Alphabet is generally considered a reputable company, known for its innovative technologies and contributions to the internet.”
“Alphabet Inc. is a global technology conglomerate. It is one of the most influential and widely used companies in the world.”
“As an investment or business partner, Alphabet shows strong fundamentals but faces regulatory and competitive headwinds.”
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518 mentions over 30 days · mean sentiment 0.18
How well each LLM knows Alphabet Inc. / Google — by topic and retrieval mode.
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ●Claude | 39 | 76 |
| ○ChatGPT | 42 | 42 |
| ○Gemini | 45 | 45 |
| ○Grok | 45 | 42 |
| ●Perplexity | 45 | 85 |
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ○Claude | 42 | 39 |
| ●ChatGPT | 45 | 76 |
| ●Gemini | 82 |
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ○Claude | 32 | 39 |
| ●ChatGPT | 42 | 82 |
| ○Gemini | 42 |
| ○Grok | 25 | 32 |
| ○Perplexity | 45 | 45 |
| ○Grok | 42 | 42 |
| ○Perplexity | 45 | 45 |