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

77%

77% -- share of ai responses mentioning reviews for AI assistants (ChatGPT, Google AI Mode, Gemini, Perplexity) (2026)

2026  · IMPACT

Substantive reviews appeared as a ranking/selection factor in 77% of AI responses analyzed.

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Attribution: IMPACT View source
Lighthouse Research Team
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Source verified Evidence graded
Value
77%
Unit
Percentage
Data Vintage
2026
Entity
AI assistants (ChatGPT, Google AI Mode, Gemini, Perplexity)
B
Strong, reliable evidence

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

64/100 confidence

Single source - not yet corroborated

Extraction
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
IMPACT Primary Tier A
https://www.impactplus.com/endless-customers-podcast/ai-visibility-research-study ↗
Confidence: 57/100 Vintage: 2026 Channel: Deep Crawl
Source Article
How Does AI Actually Decide Who It Recommends?
Never Miss an Update From The Endless Customers Podcast Get the latest episodes delivered directly to your inbox with the latest insights, tactics, and success stories. How Does AI Actually Decide Who It Recommends? [Endless Customers Podcast Ep. 162] Share Listen on At a Glance How does AI actually…
Original Research
IMPACT · Original study ↗

IMPACT AI Visibility Report: prompted multiple AI platforms and analyzed 92 recommendations for trust signals

Methodology documented
Industrymarketing
Plain Text
AI assistants (ChatGPT, Google AI Mode, Gemini, Perplexity): 77% share of ai responses mentioning reviews. Source: IMPACT (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-responses-mention-reviews-77pct
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<blockquote cite="https://lighthousedata.io/data/ai-responses-mention-reviews-77pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>77%</strong> -- share of ai responses mentioning reviews for AI assistants (ChatGPT, Google AI Mode, Gemini, Perplexity)<br><small>Source: IMPACT (2026) · <a href="https://lighthousedata.io/data/ai-responses-mention-reviews-77pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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