Data & Research

AI Search Data & Research

Data reports, surveys, and research on AI search adoption, user behavior, and business impact in 2026.

16 articles

The AI Search Attribution Problem: How to Measure What You Can't Easily Track
AI-driven customer acquisition is growing fast, but most businesses have no idea how to measure it. Here's a practical framework for tracking and attributing AI search influence.
8 minRead
AI Search Statistics 2026: How Consumer Behavior Has Changed
How consumer search behavior has shifted in 2026 — usage patterns, business discovery habits, generational differences, and what the behavioral data means for marketers.
8 minRead
AI Visibility Benchmarks by Industry: 2026 Data Report
How does your AI visibility compare to your industry? Scope analyzed AI recommendation patterns across 20 business categories to establish 2026 baseline benchmarks.
10 minRead
How AI Search Engines Choose Sources: A Cross-Platform Analysis
ChatGPT, Perplexity, Gemini, and Claude all choose sources differently. Understanding each platform's citation logic is key to building AI visibility across all of them.
10 minRead
Which AI Platforms Cite Small Businesses Most? A Platform Comparison Study
We analyzed thousands of AI business recommendations across ChatGPT, Claude, Gemini, and Perplexity to understand which platforms are most likely to recommend small and local businesses.
7 minRead
AI Search Benchmark Report 2026: Enterprise Visibility Data
Original research on AI visibility scores across industries — which sectors lead, which lag, top citation sources by vertical, common schema gaps, and platform distribution across ChatGPT, Claude, Gemini, and Perplexity.
9 minRead
How People Use AI to Find Businesses: Survey Results 2026
Consumer survey data on how people use ChatGPT, Perplexity, and AI tools to find local businesses and services — including usage frequency, trust levels, and action rates after AI recommendations.
8 minRead
AI Search Adoption by Industry: 2026 Data Report
Which industries are seeing the fastest AI search adoption, how much of their customer discovery happens through AI, and what the data means for your business.
10 min readRead
AI Search Conversion Rates: How AI-Referred Customers Compare to Other Channels
Data on how customers who find businesses through AI search convert, retain, and spend compared to customers from Google, social media, and word of mouth.
9 min readRead
How ChatGPT Recommends Local Businesses: A Study of 10,000 Queries
What we learned from analyzing 10,000 ChatGPT local business recommendation queries — the patterns, biases, and signals that determine which businesses ChatGPT recommends.
11 min readRead
Local Business AI Visibility Report: What the Data Shows
An analysis of how local businesses across the US appear in AI search recommendations — what's working, what's failing, and what separates the businesses AI recommends consistently.
10 min readRead
Scope Customer Results: How Businesses Improved Their AI Visibility in 2026
Real results from businesses using Scope to monitor and improve how they appear in ChatGPT, Gemini, Claude, and Perplexity recommendations — with specific examples across industries.
9 min readRead
AI Search Statistics 2026: What the Data Says
Original research on AI search adoption, how people use ChatGPT and Perplexity to find businesses, and what it means for your marketing strategy.
5 min readRead
Measuring the ROI of AI Search Visibility
How to quantify the business impact of AI visibility improvements — attribution models, conversion tracking, and the framework for making a data-driven case for investment.
8 minRead
The Future of AI Search — What Businesses Should Expect Through 2027
A forward-looking analysis of where AI search is headed over the next two years — what capabilities are coming, how business recommendations will change, and how to position now.
10 minRead
AI Search Market Share in 2026 — Which Platforms Are Growing Fastest
A data-driven look at AI search platform usage in 2026, how market share is shifting between ChatGPT, Perplexity, Google AI, and Claude, and what it means for business visibility strategy.
7 minRead

Other categories

AI Visibility Guides AI Visibility Playbooks All articles

The AI Search Attribution Problem: How to Measure What You Can't Easily Track

AI Search Statistics 2026: How Consumer Behavior Has Changed

AI Visibility Benchmarks by Industry: 2026 Data Report

How AI Search Engines Choose Sources: A Cross-Platform Analysis

Which AI Platforms Cite Small Businesses Most? A Platform Comparison Study

AI Search Benchmark Report 2026: Enterprise Visibility Data

How People Use AI to Find Businesses: Survey Results 2026

AI Search Adoption by Industry: 2026 Data Report

AI Search Conversion Rates: How AI-Referred Customers Compare to Other Channels

How ChatGPT Recommends Local Businesses: A Study of 10,000 Queries

Local Business AI Visibility Report: What the Data Shows

Scope Customer Results: How Businesses Improved Their AI Visibility in 2026

AI Search Statistics 2026: What the Data Says

Measuring the ROI of AI Search Visibility

The Future of AI Search — What Businesses Should Expect Through 2027

AI Search Market Share in 2026 — Which Platforms Are Growing Fastest