Research

AI Entity Recognition Score Analysis

AI Entity Recognition analysis from 245 websites measuring how accurately AI systems identify and categorize brands.

Download Full Dataset (CSV)

Real proprietary data • 245 records analyzed • Last updated January 31, 2026

Key Research Findings

Data-driven insights from real audit analysis

79.27/100
AI Entity Recognition Rate

Average AI Entity Recognition score is 79.27/100, measuring how accurately AI systems identify brands as distinct entities.

Dataset Statistics

Complete numerical breakdown

Total Sites Analyzed

245.00

Avg Entity Recognition

79.27

Last Updated

2026-01-31 00:50:27

Research Methodology

Extracted entity recognition metrics from Brand Clarity section data across 245 audits.

Data Source

AI Search Rankings proprietary audit database with 245 verified records

Last Updated

January 31, 2026 at 5:50 AM

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 245 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.wikipedia.org25Online Encyclopedia, Knowledge Base, Non-profit Organization99992026-01-23 17:57:06
www.microsoft.com25Technology, Software & Cloud Computing99992026-01-23 18:21:04
www.mcdonalds.com86Fast Food Restaurant Chain96962026-01-23 20:54:28
www.adobe.com24Software, Digital Media, Creative Technology, Marketing Technology95952026-01-23 18:21:46
www.samsung.com24Consumer Electronics, Information Technology, Telecommunications, Semiconductor Manufacturing95952026-01-23 18:22:03
www.github.com24Software Development, Version Control, Developer Tools, Cloud Services95952026-01-23 18:22:21
www.forbes.com24Media & Publishing, Business News, Financial Information95952026-01-23 18:25:46
www.fidelity.com24Financial Services, Investment Management, Wealth Management, Brokerage95952026-01-23 18:26:24

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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