Research + Insights

AI Research That Drives Decisions

Original research from 500+ business AI deployments. Not theory — field data from real implementations across 12 industries.

500+
Businesses Studied
2M+
AI-Handled Interactions
50+
Active Deployments
12
Industries Analyzed

Featured Research

Research Areas

Voice AI Performance

Call answer rates, qualification accuracy, appointment booking rates, and customer satisfaction scores across industries.

Automation ROI

Time saved, error reduction, process efficiency gains, and the compound effect of integrated automation suites.

GEO & AI Search

How AI search engines recommend businesses, what signals matter, and how to optimize for generative results.

Revenue Attribution

Tracing revenue impact from AI touchpoints. Which systems generate the most measurable ROI.

Industry Benchmarks

Performance benchmarks by industry vertical. How your numbers compare to peers.

AI Adoption Patterns

What separates successful AI deployments from failed ones. Implementation patterns that predict outcomes.

Reputation & Reviews

The relationship between AI-powered review generation and revenue growth. Data from 10,000+ reviews.

Predictive Insights

Using deployment data to predict which businesses will see the fastest ROI from AI systems.

Our Research Methodology

Every number we publish comes from real deployments. No surveys. No projections. Field data.

Real Deployments

All data from active AI systems, not lab environments.

Anonymized + Aggregated

Individual business data is never shared. All reports use aggregated metrics.

Statistically Significant

Minimum sample sizes enforced. Confidence intervals reported.

Longitudinal Tracking

We track performance over months, not days. Short-term spikes don't make reports.

Industry-Segmented

Benchmarks are segmented by industry. Apples to apples.

Peer-Reviewed Process

Internal review board validates methodology before publication.

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