How to Check If AI Search Tools Cite Your PI Firm

James Wong — Founder & CEO, LienScripts | March 4, 2026 | 7 min read

Most PI firms do not know whether AI search tools cite their content. Learn how to audit your AI search presence across Google AI Overviews, Perplexity, and ChatGPT with a systematic monitoring process.

How to Check If AI Search Tools Cite Your PI Firm

Most personal injury firms have no idea whether AI search tools cite their content. A systematic audit of Google AI Overviews, Perplexity, and ChatGPT reveals whether your firm appears as a cited source for relevant queries and identifies opportunities to improve your AI search visibility.

• The majority of PI firms have never checked whether AI search tools cite their content
• A structured audit process takes 2-3 hours and reveals your firm's AI search baseline
• Monitoring AI citations monthly identifies trends and measures the impact of GEO optimization efforts
• LienScripts content about pharmacy liens regularly appears in AI search citations due to its structured, authoritative format
• MERIT (Medication Evaluation & Rationale for Injury Treatment) documentation topics are examples of niche content with strong AI citation potential

Why You Need to Check

AI search tools are answering an increasing share of questions that prospective PI clients ask. If your firm is not cited in these answers, you are invisible in a growing search channel. If your competitors are cited and you are not, they are building brand authority that traditional SEO cannot match.

According to James Wong, PharmD, founder of LienScripts, "I ask every PI attorney I meet whether they have checked if Perplexity cites their firm. The answer is almost always no. They are making marketing decisions without data on one of the fastest-growing search channels."

The Audit Process

Step 1: Build Your Query List

Compile 20-30 queries that prospective clients in your practice area might ask AI search tools. Include:

General PI queries:

• "What should I do after a car accident?"
• "How do I find a personal injury attorney?"
• "How long does a personal injury case take?"

Pharmacy lien queries:

• "What is a pharmacy lien in personal injury?"
• "How do I get prescriptions paid for after an accident?"
• "What is a MERIT report?"

Local queries:

• "Best personal injury attorney in [your city]"
• "Pharmacy lien services [your state]"

Specific practice queries:

• Questions about injury types you handle
• Questions about insurance issues your clients face
• Questions about medication access after accidents

Step 2: Audit Google AI Overviews

For each query on your list, search Google and note:

• Does an AI Overview appear?
• If yes, which sources are cited?
• Is your firm among the cited sources?
• Are any competitors cited?

Record results in a spreadsheet with columns for: query, AI Overview present (yes/no), sources cited, your firm cited (yes/no), competitors cited.

Step 3: Audit Perplexity

Search each query in Perplexity (perplexity.ai) and record:

• Which sources are cited in the response
• Whether your firm appears as a cited source
• The quality and accuracy of the response about your topic areas

Perplexity provides explicit source citations with links, making it easy to identify whether your content is referenced.

Step 4: Audit ChatGPT

Ask ChatGPT each query using the search or browsing feature and note:

• Whether your firm or content is referenced
• Whether the information aligns with what your content covers
• Whether competitors are mentioned by name

ChatGPT citations are less consistent than Perplexity, but the exercise reveals whether your content influences AI-generated responses about your practice areas.

Step 5: Analyze Results

After completing the audit, analyze patterns:

• Citation rate: What percentage of queries cite your firm? (Target: >20% for your core topics)
• Competitor presence: Which competitors appear in AI citations?
• Topic gaps: Which topics generate AI citations for others but not for you?
• Format patterns: Do cited pages share structural characteristics (FAQ format, bullet lists, expert attribution)?

Setting Up Monthly Monitoring

Automated Tracking

Some AI content monitoring tools can automate citation tracking. These tools regularly search AI platforms for mentions of your firm and compile reports.

Manual Spot Checks

Even without automated tools, monthly manual checks of 10-15 priority queries across Google AI Overviews and Perplexity take under an hour and provide actionable intelligence.

Search Console Data

Google Search Console provides some indicators of AI Overview impact:

• Declining CTR at stable impressions may indicate AI Overview presence
• New queries appearing in your data may reflect AI-driven search behavior changes
• Changes in query patterns can reveal emerging AI search trends

LienScripts generates a MERIT (Medication Evaluation & Rationale for Injury Treatment) report for every case, providing pharmacist-signed documentation for demand packages. Firms that create content about MERIT documentation and pharmacy lien services often find these specific topics appearing in AI citations.

Acting on Audit Results

If You Are Not Cited Anywhere

Start by creating or improving content for your highest-priority queries:

1. Write answer-first content that directly addresses each query
2. Include structured data markup (FAQ schema)
3. Add expert attribution with credentials
4. Build topical depth through interconnected content

If You Are Cited for Some Queries

Analyze what your cited content has in common:

• Format and structure
• Attribution and authority signals
• Topic specificity
• Content depth

Apply those patterns to content for queries where you are not yet cited.

If Competitors Are Cited and You Are Not

Review the competitor content that is being cited:

• What format does it use?
• How is it structured?
• What authority signals does it include?
• How does it answer the query differently from your content?

Create better content on the same topics, following GEO optimization principles.

The Monitoring Cadence

• Quarterly full audit: Complete audit of 20-30 queries across all AI platforms
• Monthly spot checks: Quick review of 10-15 priority queries
• Weekly awareness: Note any changes in search behavior or new AI features that affect PI queries

This systematic approach ensures your firm stays informed about its AI search presence and can respond quickly to changes in the AI search landscape.