Three AI systems. One query. Wildly different answers. Here is what ChatGPT, Perplexity, and Gemini surfaced when asked to recommend a personal injury lawyer in Grand Rapids — and what it reveals about how AI systems actually choose.

An AI Visibility Audit is not a sales tool dressed up as a deliverable. Here is exactly what it analyzes, what the Michigan Law Firm Marketing Score measures, and the kinds of gaps it surfaces — with no marketing fluff.

Click-through rate is no longer the ranking signal. Depth Score is. Here is what LinkedIn measures now, why most professional posts collapsed in 2026, and how to build content that earns distribution under the new rules.

Name, address, phone, website. Four data points. If they are inconsistent across the web, AI systems cannot confirm your business is one business — and discount your entity authority. Here is how to audit and fix NAP+W at scale.

Five-star reviews used to be enough. Now AI reads the actual words clients use — and the businesses with the richest, most specific review language win the conversational queries that decide local discovery.

AI is moving from recommending to transacting. Within twelve to twenty-four months, autonomous agents will compare and contact law firms on behalf of clients. Here is what the agentic web means — and the architecture firms need now to be selectable.