Research

AI Entity Recognition Score Analysis

AI Entity Recognition analysis from 169 websites measuring how accurately AI systems identify and categorize brands.

Download Full Dataset (CSV)

Real proprietary data • 169 records analyzed • Last updated January 28, 2026

Key Research Findings

Data-driven insights from real audit analysis

81.05/100
AI Entity Recognition Rate

Average AI Entity Recognition score is 81.05/100, measuring how accurately AI systems identify brands as distinct entities.

Dataset Statistics

Complete numerical breakdown

Total Sites Analyzed

169.00

Avg Entity Recognition

81.05

Last Updated

2026-01-28 14:09:29

Research Methodology

Extracted entity recognition metrics from Brand Clarity section data across 169 audits.

Data Source

AI Search Rankings proprietary audit database with 169 verified records

Last Updated

January 28, 2026 at 7:09 PM

Data Accuracy Guarantee: All metrics are derived from actual website audits. No data has been fabricated, estimated, or extrapolated.

Sample Data Preview

Showing first 10 of 169 records. Download full dataset (CSV) →

DomainOverall ScoreIndustryBrand Clarity ScoreEntity RecognitionAudit Date
www.google.com77Internet Services, Software, Artificial Intelligence, Cloud Computing, Digital Advertising, Consumer Electronics1001002025-12-12 23:22:45
www.youtube.com83Video Sharing Platform, Social Media, Entertainment99992025-12-16 00:22:54
www.mcdonalds.com86Fast Food Restaurant Chain96962026-01-23 20:54:28
chatgpt.com88Artificial Intelligence, Conversational AI, Large Language Models, Software Development95952025-12-25 00:03:14
linkedin.com78Professional Networking, Talent Solutions, Social Media, Online Learning95952026-01-02 20:54:23
www.toyota.com85Automotive Manufacturing, Mobility Solutions, Financial Services95952026-01-23 17:31:49
www.toyota.jp80Automotive Manufacturing, Mobility Solutions, Financial Services95952026-01-23 17:38:45
www.porsche.com90Automotive, Luxury Sports Cars, Performance Vehicles95952026-01-23 17:39:08
www.uber.com88Transportation Technology, Ride-sharing, Food Delivery, Logistics95952026-01-23 17:40:48
www.honda.com81Automotive, Motorcycles, Power Equipment, Aerospace95952026-01-23 17:42:47

How to Cite This Research

APA Format:
AI Search Rankings. (2026). AI Entity Recognition Score Analysis. Retrieved from https://www.aisearchrankings.com/datasets/ai-entity-recognition.php
Plain Text:
"AI Entity Recognition Score Analysis" by AI Search Rankings, published January 2026. Source: https://www.aisearchrankings.com/datasets/ai-entity-recognition.php

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