LAW LEADERBOARD DATASET CITATION KIT

Dataset: Law Leaderboard Personal Injury Law Firm Review Benchmark
Dataset identifier: llb-pi-reviews-2026-08-02-p108
Version: 2026.08.02-p108
Base snapshot: 2026-04-06
Partial review refresh: 108 profiles collected through 2026-08-02
Analysis generated: 2026-08-02
Release published: 2026-08-03
Coverage: 500 profiles in 25 ranking markets and 32 normalized office locations
Tracked public Google reviews: 343,213
Retrieved review records: 266,765
Analyzed review texts: 222,548

Preferred citation:
Law Leaderboard. "Personal Injury Law Firm Review Benchmark." Version 2026.08.02-p108, release llb-pi-reviews-2026-08-02-p108, published 2026-08-03. https://lawleaderboard.com/research/personal-injury-law-firm-review-benchmark/

Immutable release manifest:
https://lawleaderboard.com/data/releases/llb-pi-reviews-2026-08-02-p108/manifest.json

Versioned CSV:
https://lawleaderboard.com/data/releases/llb-pi-reviews-2026-08-02-p108/law-firm-review-benchmark.csv

Versioned JSON:
https://lawleaderboard.com/data/releases/llb-pi-reviews-2026-08-02-p108/law-firm-review-benchmark.json

Usage terms:
https://lawleaderboard.com/data/releases/llb-pi-reviews-2026-08-02-p108/TERMS.txt

Interpretation note: Tracked reviews, retrieved review records, and analyzed review texts are separate measures. This is a benchmark of covered profiles, not a census of every US personal injury law firm. Review-derived signals do not independently verify licensing, misconduct, case outcomes, legal ability, or suitability for a specific matter.