B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
40%
40% -- no show reduction rate for SMBs using AI-assisted scheduling (2023)
Businesses using AI-assisted scheduling saw a 40% reduction in no-shows when automated reminders were included in the booking flow.
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
40%
Unit
Percentage
Data Vintage
2023
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
Accenture
Primary
Tier C
https://aptabook.com/blogs/ai-appointment-scheduling-software-automate-bookings-voice-chat-email ↗
Source Article
AI Appointment Scheduling Software: How to Automate…
Original Research
Accenture
· Original study ↗
Methodology
Cited as a 2023 Accenture report on AI in SMB operations; original report not linked
Methodology documented
Segmentation
IndustrySaaS
Company SizeSMB
RoleAll marketers
Channelcontent
Cite this stat
Plain Text
SMBs using AI-assisted scheduling: 40% no show reduction rate. Source: Accenture (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-scheduling-no-show-reduction-2023
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<blockquote cite="https://lighthousedata.io/data/ai-scheduling-no-show-reduction-2023" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- no show reduction rate for SMBs using AI-assisted scheduling<br><small>Source: Accenture (2023) · <a href="https://lighthousedata.io/data/ai-scheduling-no-show-reduction-2023" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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