We index the technology footprint of every personal injury law firm in the United States. Not their case results. Not their Avvo ratings. Their infrastructure — the tools they actually run to find clients, manage cases, and grow.
The legal industry is opaque by design. Marketing spend is hidden. Revenue is private. Headcount is self-reported. But technology leaves fingerprints. Every chat widget, every analytics pixel, every CRM integration is a public signal about how a firm operates — and how seriously it invests in growth.
We built Top Law Dog because nobody was connecting those signals. A firm running Intaker, CallRail, and Salesforce is playing a fundamentally different game than a firm with a WordPress site and a phone number. We wanted to see the whole board.
Our crawler monitors 33,000+ PI firms across every state, detecting 298,000+ technology signals spanning analytics, advertising, chat, intake, case management, CRM, SEO, and more. Each firm gets a Sophistication Index — a composite score based on stack depth, funnel coverage, and category diversity. We cluster firms into behavioral segments and compute competitive position down to the percentile.
The data refreshes continuously. No surveys. No self-reporting. Just what the code says.
Former security researcher who got bored breaking things and started building them instead. Jax designed the distributed crawling system that fingerprints 33K firm websites without tripping a single WAF. Obsessed with browser fingerprinting, proxy rotation, and making machines look human. Thinks most "AI-powered" products are just SQL queries in a trenchcoat.
Eight years in PI intake before switching sides. Misty ran intake operations at two mid-size firms and saw firsthand how the right technology stack could double conversion rates while the wrong one buried leads in voicemail. She validates every data point against real-world practice — if a score doesn't match what she'd expect walking into the firm, something's wrong with the model, not the firm.
Growth marketer who spent five years scaling legal SaaS products before realizing the best competitive intelligence was the kind nobody was selling. Eli built the segmentation model, the Sophistication Index, and the gap analysis engine. Believes every firm's tech stack tells a story about where they're going, not just where they are. Previously led growth at two legal tech startups you've probably used.
We don't scrape and dump. Every signal is validated, categorized, and scored against the full population. We compute percentile rankings, peer benchmarks, and segment-level statistics so that a 10-attorney firm in Iowa gets compared against the right cohort — not against a 300-attorney operation in Miami.
If you're a firm owner, use this data to see where you stand. If you're a vendor, use it to find firms that are actually investing. If you're a consultant, use it to show clients what they're missing.
Questions, corrections, or partnership inquiries: misty@toplawdog.com
30 N Gould St, Sheridan, WY 82801