B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
4
4 -- average review rating for Seamless.AI (2025)
Seamless.AI maintains an average review rating of around 4.3 stars on G2 and Capterra.
- Rating is approximate ('around 4.3 stars')
- Based on hundreds of reviews across G2 and Capterra
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
4
Unit
Score
Data Vintage
2025
Entity
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
G2 / Capterra
Primary
Tier C
https://outreachalmanac.com/tools/seamless-ai/ ↗
Source Article
Seamless.AI | Outreach Almanac
Seamless.AI is a real-time B2B search engine and contact database designed to help sales and marketing teams find verified prospect information at scale. With over 1.7 billion contacts and 150 million company profiles, the platform uses artificial intelligence to crawl, verify, and validate contact …
Original Research
G2 / Capterra
· Original study ↗
Methodology
Aggregated G2 and Capterra ratings
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Seamless.AI: 4 average review rating. Source: G2 / Capterra (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/seamless-ai-g2-capterra-rating
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<blockquote cite="https://lighthousedata.io/data/seamless-ai-g2-capterra-rating" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>4</strong> -- average review rating for Seamless.AI<br><small>Source: G2 / Capterra (2025) · <a href="https://lighthousedata.io/data/seamless-ai-g2-capterra-rating" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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