Sample Report — Law Firm
Chen & Associates — AI Visibility Report
This sample shows what monthly monitoring looks like for a personal injury law firm in Toronto. All data is illustrative.
Industry: Legal (Personal Injury) • City: Toronto, ON • Report Month: March 2026 • Engines: Perplexity, Claude, Google Search
Coverage Score
Score band: weak — Rarely mentioned by AI engines. The business is nearly invisible in AI search for most query types.
Engine Coverage Matrix
| Engine | Avg Score | Primary | Listed | Absent | Top Evidence | Diagnosis |
|---|
| Perplexity | 28 | 0 | 3 | 9 | directory_data | Weak — absent from most answers |
| Claude | 22 | 0 | 2 | 10 | authority_signal | Weak — absent from most answers |
| Google Search | 18 | 0 | 1 | 11 | location_signal | Not visible in most queries |
Legal is one of the most competitive verticals for AI visibility. Large firms with extensive content libraries, media coverage, and hundreds of reviews dominate. Smaller firms need aggressive content and authority-building strategies.
Cluster Performance
Validation queries ("Chen & Associates reviews") perform relatively better because Avvo and Google Reviews exist. But for every other query type, the firm is nearly invisible — AI engines recommend larger firms with broader content footprints.
Sample Query Evidence
Query: "best personal injury lawyer in Toronto"
Perplexity • Score: 0 • absent
"Some highly-rated personal injury lawyers in Toronto include Neinstein Personal Injury Lawyers, Bergeron Clifford, and Thomson Rogers. These firms have strong track records with significant settlements..."
Claude • Score: 0 • absent
"For personal injury cases in Toronto, consider firms with proven trial experience. Neinstein, Oatley Vigmond, and McLeish Orlando are well-established firms that frequently appear in legal directories..."
Query: "Chen and Associates Toronto personal injury reviews"
Perplexity • Score: 60 • listed
"Chen & Associates is a personal injury practice in Toronto with a 4.6-star Google rating (45 reviews). They handle motor vehicle accidents, slip and falls, and disability claims..."
Claude • Score: 30 • mentioned_positive
"I found some information about Chen & Associates in Toronto. They appear to be a smaller personal injury firm with positive client reviews on Google. For a comprehensive evaluation, you might also want to check their Avvo profile..."
Competitor Snapshot
| Competitor | Mentions | Primary | Avg Position | Engines |
|---|
| Neinstein Personal Injury | 11 | 7 | 1.1 | Perplexity, Claude, Google |
| Thomson Rogers | 8 | 3 | 2.3 | Perplexity, Claude |
| McLeish Orlando | 7 | 2 | 2.5 | Claude, Google |
| Chen & Associates | 3 | 0 | 3.7 | Perplexity |
The gap between Chen & Associates and the top competitors is wide. Neinstein dominates with media presence, case result pages, and strong directory profiles across Avvo, Martindale, and LawyerLocate.
Key Findings & Recommendations
Critical Gap: Zero primary recommendations across all engines. The firm has no content that differentiates it from competitors in AI answers.
Critical Gap: Only 45 Google reviews vs. competitors with 200-500+. Low review volume severely limits AI engine confidence in recommending the firm.
Gap: No practice area landing pages, no case result summaries, no FAQ content. AI engines have no substantive content to extract and cite.
Action: Build 5+ practice area pages with detailed content. Add Attorney + LegalService schema. Publish anonymized case results. Create a review generation campaign targeting 100+ reviews.
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