B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

62%

62% -- share of queries with divergent brand recommendations for ChatGPT vs Google AI (2026)

2026  · BrightEdge

62% of queries generate different brand recommendations between ChatGPT and Google AI.

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Attribution: BrightEdge View source
Lighthouse Research Team
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Source verified Evidence graded
Value
62%
Unit
Percentage
Data Vintage
2026
Entity
ChatGPT vs Google AI
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
BrightEdge Primary Tier B
https://www.fortop.it/en/blog/market-insights/from-seo-to-geo-how-llms-are-rewriting-the-rules-of-br… ↗
Confidence: 53/100 Vintage: 2026 Channel: Deep Crawl
Source Article
From SEO to GEO: LLMs and Brand Visibility | Fortop
From SEO to GEO: How LLMs Are Rewriting the Rules of Brand Visibility Why the SERP Is No Longer Enough — and What Really Changes in the Era of Answer Engines Do we want to call it GEO? Fine. It can help us better explain what’s happening — though, to be honest, the name matters less than the concept…
Original Research
BrightEdge · Original study ↗

BrightEdge documented study

Methodology documented
Industrymarketing
Plain Text
ChatGPT vs Google AI: 62% share of queries with divergent brand recommendations. Source: BrightEdge (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/brightedge-divergent-brand-recommendations
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<blockquote cite="https://lighthousedata.io/data/brightedge-divergent-brand-recommendations" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>62%</strong> -- share of queries with divergent brand recommendations for ChatGPT vs Google AI<br><small>Source: BrightEdge (2026) · <a href="https://lighthousedata.io/data/brightedge-divergent-brand-recommendations" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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