C
Evidence Grade C
Graded
accuracy verified by the review judge
Use with Hedging
Recent
3.1%
3.1% -- conversion rate for B2B prospects who do not engage with a chatbot (2025)
In the B2B space, prospects who do not engage with a chatbot have a conversion rate of 3.1%.
- Primary source or research methodology not explicitly cited in the text.
Attribution:
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Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
3.1%
Unit
Percentage
Data Vintage
2025
Entity
Evidence Quality
C
Moderate quality evidence
Useful directional data with some methodological gaps. Treat as indicative rather than definitive -- corroborate before citing in formal research.
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Sources (2)
makeautomation.co
Primary
Tier C
https://makeautomation.co/chatbot-for-lead-generation/ ↗
Source Article
A Practical Guide to Chatbot for Lead Generation | MakeAutomation
A Practical Guide to Chatbot for Lead Generation
Let’s face it, your old-school 'Contact Us' form just isn’t pulling its weight anymore. In a world where everyone wants answers now, a chatbot for lead generation becomes your tireless sales rep. It’s on the clock 24/7, ready to engage interested pros…
Also cited by
bestleadgenerationsoftware.com
https://bestleadgenerationsoftware.com/blog/chatbot-lead-generation-guide
2026-09-28
Original Research
makeautomation.co
· Original study ↗
Methodology
Baseline conversion rate for prospects who did not engage with a chatbot, paired with the 12.3% rate for chatbot-engaged prospects. Cited without named attribution; no survey date or sample size stated; publication year assumed.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Suggested hedging: According to limited, single-source data, with unverified sample sizes...
Plain Text
B2B prospects who do not engage with a chatbot: 3.1% conversion rate. Source: makeautomation.co (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/non-chatbot-prospect-conversion-rate
HTML Embed
<blockquote cite="https://lighthousedata.io/data/non-chatbot-prospect-conversion-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>3.1%</strong> -- conversion rate for B2B prospects who do not engage with a chatbot<br><small>Source: makeautomation.co (2025) · <a href="https://lighthousedata.io/data/non-chatbot-prospect-conversion-rate" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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