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

72%

72% -- brand churn rate for AI brand recommendations (large enterprise segment) (2026)

2026  · Clovion

In large enterprise multi-turn AI conversation tests by Clovion, brand recommendations experienced a 72% churn rate after one follow-up question.

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Attribution: Clovion View source
Lighthouse Research Team
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Source verified Evidence graded
Value
72%
Unit
Percentage
Data Vintage
2026
Entity
AI brand recommendations (large enterprise segment)
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Clovion Primary Tier C
https://seovendor.co/ai-brand-recommendations-drop-62-after-one-question/ ↗
Confidence: 48/100 Vintage: 2026 Channel: Deep Crawl
Source Article
AI Brand Recommendations Drop 62% After One Question
A 62% drop in recommendations means AI systems are mentioning your brand far less often. This decline can begin with a single follow-up question that narrows user intent and causes the model to prioritize immediate usefulness over brand recall. As a result, overall recommendation rates may appear st…
Original Research
Clovion · Original study ↗

Clovion enterprise multi-turn AI conversation testing

Methodology documented
Industrymarketing
Plain Text
AI brand recommendations (large enterprise segment): 72% brand churn rate. Source: Clovion (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/enterprise-ai-brand-churn-72
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<blockquote cite="https://lighthousedata.io/data/enterprise-ai-brand-churn-72" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>72%</strong> -- brand churn rate for AI brand recommendations (large enterprise segment)<br><small>Source: Clovion (2026) · <a href="https://lighthousedata.io/data/enterprise-ai-brand-churn-72" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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