B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
90%
90% -- share of recommendations model specific for AI models — email marketing platform recommendations (2026-07-29)
90% of distinct email marketing platform brands named by Claude and Perplexity were model-specific.
- Based on responses from only two models (Claude and Perplexity) on a single test run.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
90%
Unit
Percentage
Data Vintage
2026-07-29
Entity
Sample Size
10
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Honeyb.ai
Primary
Tier B
https://www.honeyb.ai/ai-recommends/best-email-marketing-platform-for-startups ↗
Source Article
Best email marketing platform for startups — what AI recommends
Best email marketing platform for startups, according to Claude and Perplexity
We asked Claude and Perplexity a single buyer-style question and recorded what they named. This page shows the verbatim brand short lists each model returned, plus where the models agreed and what they cited.
The question…
Original Research
Honeyb.ai
· Original study ↗
Methodology
9 of 10 distinct brands named by only one of two models
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI models — email marketing platform recommendations: 90% share of recommendations model specific. Source: Honeyb.ai (2026-07-29). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-recommendations-model-specific-share
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-recommendations-model-specific-share" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>90%</strong> -- share of recommendations model specific for AI models — email marketing platform recommendations<br><small>Source: Honeyb.ai (2026-07-29) · <a href="https://lighthousedata.io/data/ai-recommendations-model-specific-share" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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