The Resource Library

Resources to stay ahead of the shift

Insights, guides, and thought leadership to help personal injury teams stay ahead in a fast-moving legal landscape.

Build for firms fighting to stay visible, navigate the market siege, and harness AI without losing focus on the injured.

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Everything we've published

resources · sorted by most recent

PODCAST

Her lawyer gave sound advice. ChatGPT said she was being “gaslighted.”

19/07/2026

An injured plaintiff fed her settled case to ChatGPT. It told her the attorney gaslighted her. Now Nippon Life is suing OpenAI for roughly $300 million.

PODCAST

Week of July 13, 2026 | The AI for PI Index Podcast

15/07/2026

This week’s AI for PI Index™ update moved to a four-week rolling average, and the clearer picture confirms what we’ve been tracking: median AI visibility for most PI firms sits at or near zero – what we call AI Invisible.

PODCAST

SEO Explains 4% of AI Visibility. We Went Looking for the Other 96%.

08/08/2026

The data keeps saying legal directories dominate AI citations. This week we asked what an attorney is supposed to do with that.

RESEARCH & GUIDES

LawSHIFT Pre-Intake AI

June 30, 2026

The official publication of LawSHIFT, featuring the AI for PI Index™, Pre-Intake AI for PI™ research, mini-books, podcasts, and insights on how AI is reshaping personal injury law.

By Lydia Flocchini & Nick Kringas
RESEARCH & GUIDES

The Pre-Intake Problem™

June 30, 2026

The most important conversation in personal injury may now happen before a firm ever gets the call. How injured people are using AI to evaluate their situation, weigh options, and decide who to trust.

By Lydia Flocchini & Nick Kringas
VIDEO

Judicial Dollars and Cents Live @ PILMMA 2026 with Nick Kringas

May 21, 2026

Hear Nick Kringas share the Pre-Intake Problem on Judicial Dollars and Cents at The PILMMA Super Summit 2026 in red hot San Antonio, TX.

By Nick Kringas & John Scott
CASE STUDIES

Zero → 43% in 6 weeks

May 20, 2026

The first full write-up of how one New York PI firm went from invisible to top-three across ChatGPT, Perplexity, and Google AI Overviews. Launching with the next Index update.

EVENTS

PILMMA Super Summit 2026 — Booth #56

May 20, 2026

Visit us at Booth #56, where we’ll unveil new findings from the AI for PI Index™ and show firms exactly how they’re performing in the new visibility landscape.

LIVE RESEARCH

The AI for PI Index™ — a weekly scorecard of personal injury firms ranked by ChatGPT, Claude, Perplexity, and Google AI Overviews.

May 20, 2026

A weekly scorecard of personal injury law firms — ranked by ChatGPT, Claude, Perplexity, and Google AI Overviews. Of 1,551 firms we track across 162 U.S. markets, only 4 score above 1.0. The other 1,516 are effectively invisible to AI. See who’s winning, who the AI has written off, and where your firm stands.

FEATURED IN

Why AI Visibility Is the Next Marketing Battleground for Law Firms

April 18, 2026

Nick Kringas unpacks the “AI visibility reset” — why traditional SEO authority no longer guarantees a firm shows up in AI-generated recommendations, and what PI firms can do about it.

Grow Your Law Firm Podcast · Episode 325 · with Ken Hardison
FEATURED IN

Run Circles Around $2 Billion Companies: How Two Knowledge Workers Became Creator Capitalists With Nick Kringas And Lydia Flocchini

March 20, 2026

How two Category Design Academy alumni named a problem nobody was talking about — and built a business around it in 90 days.

Creator Capitalist Podcast - Category Pirates
FEATURED IN

Creator Capitalist: Find Your Bandmates: Lydia Flocchini and Kringas

March 16, 2026

Lydia Flocchini and Nick Kringas are one the featured success story. The chapter unpacks the Four Capitals, the Bandmate Principle, and the AI visibility insight that surfaced an unnamed problem.

By Category Pirates
FEATURED IN

Lightning Strike Legends: One Strike, Two Creator Capitalists, Three Weeks For A 4x ROI

March 13, 2026

Three weeks. $24K invested. Nearly $1M generated. Category Pirates breaks down how Lydia and Nick executed a “lightning strike” campaign that reshaped how a legal brand showed up in the market.

Category Pirates
PODCAST

Legal Pirates Podcast

January 20, 2026

Unfiltered conversations on AI visibility, category design, and the new rules of growth for personal injury firms — with the operators actually doing it.

Hosted by Lydia Flocchini & Nick Kringas
RESEARCH & GUIDES

Is Your Firm AI Invisible? The AI Visibility Reset

January 19, 2026

A practical guide to the new rules of legal marketing. How AI builds a “trust score” for your firm, the hierarchy of authority signals it relies on, and the four-step framework to become the firm AI confidently recommends.

EVENTS

AI for PI Expo

January 15, 2026

The first dedicated event for personal injury firms navigating the AI recommendation layer. Sessions, the live Index reveal, and side-by-side firm audits.

Founder Notes

Why We Built LawShift

January 7, 2026

Nick on watching his family lose a three-generation business when the market shifted — and why he’s watching the same thing happen again in legal marketing.

By Nick Kringas
INSIGHTS

AEO in 2026 = SEO in 2014

January 6, 2026

The window that opened for SEO a decade ago is opening again — this time for AI. Why first-movers will own AI recommendations the way early SEO adopters owned Google, and what it takes to plant your flag before the market hardens.

By LawShift
VIDEO

LawShift on YouTube

January 1, 2026

Full podcast episodes, live AI audits, conference clips, and the visual companions to our research. Subscribe to catch every Index drop.

Episodes, audits & behind-the-Index footage
RESEARCH & GUIDES

Measuring the Success of Your Law Firm’s Digital Marketing Efforts

January 1, 2026

Law firms must update their advertising strategies to keep up with the competition. Incorporating digital marketing helps you connect with more people and new clients. By analyzing data and adjusting your approach, you can enhance your marketing campaigns. You cannot understate the impact of a

LIVE RESEARCH

Tips for Managing Online Reviews and Reputation for Your Law Firm

January 1, 2026

Your online presence plays an important role in attracting and retaining clients. Clients often turn to the internet to research legal services. This makes online reviews and reputation management critical. Positive online reviews and a strong reputation can create a favorable first impression. This instills trust

RESEARCH & GUIDES

Tips for Writing Effective Call-to-Actions on Your Law Firm’s Website

January 1, 2026

A law firm’s website is the initial introduction for potential clients. It’s not enough to have an informative and well-designed site. You must also guide visitors toward action. This may include scheduling a consultation or requesting legal help. Effective call-to-actions (CTAs) are crucial here, transforming

RESEARCH & GUIDES

Specific Benefits and Considerations for Lawyers on Each Social Media Platform

January 1, 2026

Social media’s impact has transformed how lawyers cultivate their online presence. Presence is essential for reputation and client acquisition. Social media offers the opportunity to connect, showcase their expertise, and stay updated. Lawyers should navigate social media while respecting confidentiality and producing engaging content. Lawyers

INSIGHTS

Choosing the Right Social Media Platforms for Lawyers

January 1, 2026

Social media is a powerful tool for digital law firms to connect with potential and existing clients, build thought leadership, and promote their brands. However, with so many social media platforms available, knowing which ones are right for your law firm can be difficult. Social

INSIGHTS

Growing Profit Margins Through Internal Optimization in a Declining Market

January 1, 2026

In challenging economic conditions, maintaining and growing profit margins becomes crucial for businesses. For law firms, the stakes are even higher, as competition intensifies and operational inefficiencies can erode profitability. Our methods, including utilizing artificial intelligence (AI) will offer a path to not only survive

RESEARCH & GUIDES

The Pre-Intake Problem™

June 30, 2026

The most important conversation in personal injury may now happen before a firm ever gets the call. How injured people are using AI to evaluate their situation, weigh options, and decide who to trust.

By Lydia Flocchini & Nick Kringas
RESEARCH & GUIDES

Is Your Firm AI Invisible? The AI Visibility Reset

January 19, 2026

A practical guide to the new rules of legal marketing. How AI builds a “trust score” for your firm, the hierarchy of authority signals it relies on, and the four-step framework to become the firm AI confidently recommends.

RESEARCH & GUIDES

Measuring the Success of Your Law Firm’s Digital Marketing Efforts

January 1, 2026

Law firms must update their advertising strategies to keep up with the competition. Incorporating digital marketing helps you connect with more people and new clients. By analyzing data and adjusting your approach, you can enhance your marketing campaigns. You cannot understate the impact of a

LIVE RESEARCH

Tips for Managing Online Reviews and Reputation for Your Law Firm

January 1, 2026

Your online presence plays an important role in attracting and retaining clients. Clients often turn to the internet to research legal services. This makes online reviews and reputation management critical. Positive online reviews and a strong reputation can create a favorable first impression. This instills trust

RESEARCH & GUIDES

Tips for Writing Effective Call-to-Actions on Your Law Firm’s Website

January 1, 2026

A law firm’s website is the initial introduction for potential clients. It’s not enough to have an informative and well-designed site. You must also guide visitors toward action. This may include scheduling a consultation or requesting legal help. Effective call-to-actions (CTAs) are crucial here, transforming

RESEARCH & GUIDES

Specific Benefits and Considerations for Lawyers on Each Social Media Platform

January 1, 2026

Social media’s impact has transformed how lawyers cultivate their online presence. Presence is essential for reputation and client acquisition. Social media offers the opportunity to connect, showcase their expertise, and stay updated. Lawyers should navigate social media while respecting confidentiality and producing engaging content. Lawyers

PODCAST

Her lawyer gave sound advice. ChatGPT said she was being “gaslighted.”

19/07/2026

An injured plaintiff fed her settled case to ChatGPT. It told her the attorney gaslighted her. Now Nippon Life is suing OpenAI for roughly $300 million.

PODCAST

Week of July 13, 2026 | The AI for PI Index Podcast

15/07/2026

This week’s AI for PI Index™ update moved to a four-week rolling average, and the clearer picture confirms what we’ve been tracking: median AI visibility for most PI firms sits at or near zero – what we call AI Invisible.

PODCAST

SEO Explains 4% of AI Visibility. We Went Looking for the Other 96%.

08/08/2026

The data keeps saying legal directories dominate AI citations. This week we asked what an attorney is supposed to do with that.

RESEARCH & GUIDES

LawSHIFT Pre-Intake AI

June 30, 2026

The official publication of LawSHIFT, featuring the AI for PI Index™, Pre-Intake AI for PI™ research, mini-books, podcasts, and insights on how AI is reshaping personal injury law.

By Lydia Flocchini & Nick Kringas
RESEARCH & GUIDES

The Pre-Intake Problem™

June 30, 2026

The most important conversation in personal injury may now happen before a firm ever gets the call. How injured people are using AI to evaluate their situation, weigh options, and decide who to trust.

By Lydia Flocchini & Nick Kringas
VIDEO

Judicial Dollars and Cents Live @ PILMMA 2026 with Nick Kringas

May 21, 2026

Hear Nick Kringas share the Pre-Intake Problem on Judicial Dollars and Cents at The PILMMA Super Summit 2026 in red hot San Antonio, TX.

By Nick Kringas & John Scott
CASE STUDIES

Zero → 43% in 6 weeks

May 20, 2026

The first full write-up of how one New York PI firm went from invisible to top-three across ChatGPT, Perplexity, and Google AI Overviews. Launching with the next Index update.

EVENTS

PILMMA Super Summit 2026 — Booth #56

May 20, 2026

Visit us at Booth #56, where we’ll unveil new findings from the AI for PI Index™ and show firms exactly how they’re performing in the new visibility landscape.

LIVE RESEARCH

The AI for PI Index™ — a weekly scorecard of personal injury firms ranked by ChatGPT, Claude, Perplexity, and Google AI Overviews.

May 20, 2026

A weekly scorecard of personal injury law firms — ranked by ChatGPT, Claude, Perplexity, and Google AI Overviews. Of 1,551 firms we track across 162 U.S. markets, only 4 score above 1.0. The other 1,516 are effectively invisible to AI. See who’s winning, who the AI has written off, and where your firm stands.

FEATURED IN

Why AI Visibility Is the Next Marketing Battleground for Law Firms

April 18, 2026

Nick Kringas unpacks the “AI visibility reset” — why traditional SEO authority no longer guarantees a firm shows up in AI-generated recommendations, and what PI firms can do about it.

Grow Your Law Firm Podcast · Episode 325 · with Ken Hardison
FEATURED IN

Run Circles Around $2 Billion Companies: How Two Knowledge Workers Became Creator Capitalists With Nick Kringas And Lydia Flocchini

March 20, 2026

How two Category Design Academy alumni named a problem nobody was talking about — and built a business around it in 90 days.

Creator Capitalist Podcast - Category Pirates
FEATURED IN

Creator Capitalist: Find Your Bandmates: Lydia Flocchini and Kringas

March 16, 2026

Lydia Flocchini and Nick Kringas are one the featured success story. The chapter unpacks the Four Capitals, the Bandmate Principle, and the AI visibility insight that surfaced an unnamed problem.

By Category Pirates
FEATURED IN

Lightning Strike Legends: One Strike, Two Creator Capitalists, Three Weeks For A 4x ROI

March 13, 2026

Three weeks. $24K invested. Nearly $1M generated. Category Pirates breaks down how Lydia and Nick executed a “lightning strike” campaign that reshaped how a legal brand showed up in the market.

Category Pirates
PODCAST

Legal Pirates Podcast

January 20, 2026

Unfiltered conversations on AI visibility, category design, and the new rules of growth for personal injury firms — with the operators actually doing it.

Hosted by Lydia Flocchini & Nick Kringas
RESEARCH & GUIDES

Is Your Firm AI Invisible? The AI Visibility Reset

January 19, 2026

A practical guide to the new rules of legal marketing. How AI builds a “trust score” for your firm, the hierarchy of authority signals it relies on, and the four-step framework to become the firm AI confidently recommends.

EVENTS

AI for PI Expo

January 15, 2026

The first dedicated event for personal injury firms navigating the AI recommendation layer. Sessions, the live Index reveal, and side-by-side firm audits.

Founder Notes

Why We Built LawShift

January 7, 2026

Nick on watching his family lose a three-generation business when the market shifted — and why he’s watching the same thing happen again in legal marketing.

By Nick Kringas
INSIGHTS

AEO in 2026 = SEO in 2014

January 6, 2026

The window that opened for SEO a decade ago is opening again — this time for AI. Why first-movers will own AI recommendations the way early SEO adopters owned Google, and what it takes to plant your flag before the market hardens.

By LawShift
VIDEO

LawShift on YouTube

January 1, 2026

Full podcast episodes, live AI audits, conference clips, and the visual companions to our research. Subscribe to catch every Index drop.

Episodes, audits & behind-the-Index footage
RESEARCH & GUIDES

Measuring the Success of Your Law Firm’s Digital Marketing Efforts

January 1, 2026

Law firms must update their advertising strategies to keep up with the competition. Incorporating digital marketing helps you connect with more people and new clients. By analyzing data and adjusting your approach, you can enhance your marketing campaigns. You cannot understate the impact of a

LIVE RESEARCH

Tips for Managing Online Reviews and Reputation for Your Law Firm

January 1, 2026

Your online presence plays an important role in attracting and retaining clients. Clients often turn to the internet to research legal services. This makes online reviews and reputation management critical. Positive online reviews and a strong reputation can create a favorable first impression. This instills trust

RESEARCH & GUIDES

Tips for Writing Effective Call-to-Actions on Your Law Firm’s Website

January 1, 2026

A law firm’s website is the initial introduction for potential clients. It’s not enough to have an informative and well-designed site. You must also guide visitors toward action. This may include scheduling a consultation or requesting legal help. Effective call-to-actions (CTAs) are crucial here, transforming

RESEARCH & GUIDES

Specific Benefits and Considerations for Lawyers on Each Social Media Platform

January 1, 2026

Social media’s impact has transformed how lawyers cultivate their online presence. Presence is essential for reputation and client acquisition. Social media offers the opportunity to connect, showcase their expertise, and stay updated. Lawyers should navigate social media while respecting confidentiality and producing engaging content. Lawyers

INSIGHTS

Choosing the Right Social Media Platforms for Lawyers

January 1, 2026

Social media is a powerful tool for digital law firms to connect with potential and existing clients, build thought leadership, and promote their brands. However, with so many social media platforms available, knowing which ones are right for your law firm can be difficult. Social

INSIGHTS

Growing Profit Margins Through Internal Optimization in a Declining Market

January 1, 2026

In challenging economic conditions, maintaining and growing profit margins becomes crucial for businesses. For law firms, the stakes are even higher, as competition intensifies and operational inefficiencies can erode profitability. Our methods, including utilizing artificial intelligence (AI) will offer a path to not only survive

FEATURED IN

Why AI Visibility Is the Next Marketing Battleground for Law Firms

April 18, 2026

Nick Kringas unpacks the “AI visibility reset” — why traditional SEO authority no longer guarantees a firm shows up in AI-generated recommendations, and what PI firms can do about it.

Grow Your Law Firm Podcast · Episode 325 · with Ken Hardison
FEATURED IN

Run Circles Around $2 Billion Companies: How Two Knowledge Workers Became Creator Capitalists With Nick Kringas And Lydia Flocchini

March 20, 2026

How two Category Design Academy alumni named a problem nobody was talking about — and built a business around it in 90 days.

Creator Capitalist Podcast - Category Pirates
FEATURED IN

Creator Capitalist: Find Your Bandmates: Lydia Flocchini and Kringas

March 16, 2026

Lydia Flocchini and Nick Kringas are one the featured success story. The chapter unpacks the Four Capitals, the Bandmate Principle, and the AI visibility insight that surfaced an unnamed problem.

By Category Pirates
FEATURED IN

Lightning Strike Legends: One Strike, Two Creator Capitalists, Three Weeks For A 4x ROI

March 13, 2026

Three weeks. $24K invested. Nearly $1M generated. Category Pirates breaks down how Lydia and Nick executed a “lightning strike” campaign that reshaped how a legal brand showed up in the market.

Category Pirates
EVENTS

PILMMA Super Summit 2026 — Booth #56

May 20, 2026

Visit us at Booth #56, where we’ll unveil new findings from the AI for PI Index™ and show firms exactly how they’re performing in the new visibility landscape.

EVENTS

AI for PI Expo

January 15, 2026

The first dedicated event for personal injury firms navigating the AI recommendation layer. Sessions, the live Index reveal, and side-by-side firm audits.

CASE STUDIES

Zero → 43% in 6 weeks

May 20, 2026

The first full write-up of how one New York PI firm went from invisible to top-three across ChatGPT, Perplexity, and Google AI Overviews. Launching with the next Index update.

PODCAST

Her lawyer gave sound advice. ChatGPT said she was being “gaslighted.”

19/07/2026

An injured plaintiff fed her settled case to ChatGPT. It told her the attorney gaslighted her. Now Nippon Life is suing OpenAI for roughly $300 million.

PODCAST

Week of July 13, 2026 | The AI for PI Index Podcast

15/07/2026

This week’s AI for PI Index™ update moved to a four-week rolling average, and the clearer picture confirms what we’ve been tracking: median AI visibility for most PI firms sits at or near zero – what we call AI Invisible.

PODCAST

SEO Explains 4% of AI Visibility. We Went Looking for the Other 96%.

08/08/2026

The data keeps saying legal directories dominate AI citations. This week we asked what an attorney is supposed to do with that.

PODCAST

Legal Pirates Podcast

January 20, 2026

Unfiltered conversations on AI visibility, category design, and the new rules of growth for personal injury firms — with the operators actually doing it.

Hosted by Lydia Flocchini & Nick Kringas
VIDEO

LawShift on YouTube

January 1, 2026

Full podcast episodes, live AI audits, conference clips, and the visual companions to our research. Subscribe to catch every Index drop.

Episodes, audits & behind-the-Index footage

Welcome to LawSHIFT

The future of personal injury law is being decided before intake. Most law firms are still fighting for attention in yesterday’s market. Rankings. Ads. Keywords. Clicks. Leads But injured people are changing how they search for answers. They are not just going to Google anymore. They are asking AI. They are asking: That shift changes […]

Pre-Intake Simulation #1 | Personal Injury AI

𝐏𝐫𝐞-𝐈𝐧𝐭𝐚𝐤𝐞 𝐒𝐢𝐦𝐮𝐥𝐚𝐭𝐢𝐨𝐧 #𝟏 𝙋𝙚𝙧𝙨𝙤𝙣𝙖𝙡 𝙄𝙣𝙟𝙪𝙧𝙮 𝘾𝙖𝙨𝙚, 𝙁𝙞𝙘𝙩𝙞𝙤𝙣𝙖𝙡 𝙋𝙚𝙧𝙨𝙤𝙣, 𝘼𝙘𝙩𝙪𝙖𝙡 𝘼𝙄 𝙍𝙚𝙨𝙥𝙤𝙣𝙨𝙚𝙨 𝗖𝗮𝗿𝗺𝗲𝗻: i slipped at a grocery store and hurt my knee and back, do i have a case or is it my fault for not watching where i was going 𝗚𝗲𝗺𝗶𝗻𝗶: I’m so sorry to hear you’ve been injured in an accident. That sounds […]

Pre-Intake Simulation #2 | Personal Injury AI

“Cases are won at intake” is something I’ve heard personal injury attorneys say. But Denise hasn’t made it to intake. She slipped on an unmarked wet floor at a grocery store three weeks ago, and before calling an attorney, she opened Claude. 𝗣𝗿𝗲-𝗜𝗻𝘁𝗮𝗸𝗲 𝗦𝗶𝗺𝘂𝗹𝗮𝘁𝗶𝗼𝗻 #𝟮 Personal Injury Case, Fictional Person, Actual AI Responses 𝗡𝗮𝗺𝗲: Denise, 38, […]

Her lawyer gave sound advice. ChatGPT said she was being “gaslighted.”

Increasingly, we’re hearing stories of people turning to AI to make sense of their legal problems, evaluate their options, and decide what to do next. We see it in the news, we hear it at conferences, and attorneys are sharing real examples of prospective clients using AI before ever reaching out to a law firm. […]

AI for PI Index™ Updated July 6, 2026

The AI for PI Index™ tracks how personal injury firms appear across AI engines each week, including ChatGPT, Claude, Perplexity, and Google AI Overviews. Thanks for reading LawSHIFT Pre-Intake AI! Subscribe for free to receive new posts and support my work. These are the AI for PI Insights™ as of July 6, 2026. That week’s corpus included: Every week, […]

Nobody owns AI recommendations in personal injury yet | AI for PI Insights™

The AI for PI Index™ tracks how personal injury firms appear across AI engines each week, including ChatGPT, Claude, Perplexity, and Google AI Overviews. These are the AI for PI Insights™ for the week of July 13, 2026. That week’s corpus included: Every week, we share one big finding, which firms moved, why it matters to your […]

83,000 New Yorkers Are In Court Without a Lawyer. Courts Are Building Them Chatbots.

The Pre-Intake Problem in the News · July 21, 2026 The federal court for the Northern District of New York has a chatbot called Pro Se Pal. It answers questions, guides people through procedure, and helps with court paperwork, and it was built specifically for litigants who show up without a lawyer. Pro Se Pal is […]

An Attorney Would’ve Asked What Fell And Who Ran The Site. AI Asked If An Ambulance Was Coming. | PRE-INTAKE SIMULATIONS #3

As part of our research into The Pre-Intake Problem™, we publish a weekly series called Pre-Intake Simulations™. Each simulation is a fictional injured person with a realistic case, asking a real AI (Gemini, Claude, or ChatGPT) questions the injured person would ask. The goal is to map the window from injury to intake – what the injured […]

Perplexity Reads Your Website and Recommends Someone Else. ChatGPT Recommends You Without Reading Your Website. | AI for PI Insights™

Across 21,000 AI answers this week, zero of 22 major markets had all four engines agree on the top firm. The AI for PI Index™ tracks how personal injury firms appear across AI engines each week – which firms get named, on which engines, in which markets, and where those recommendations come from. These are the AI for […]

The Evidence Is Mounting: The Pre-Intake Problem Is Here

What new data, court systems, AI conversations, and legal news reveal about the journey before intake We are excited to share a roundup of what we are seeing in LawSHIFT’s data, AI conversations, court systems, and legal news, and what personal injury firms can do now. A lot has been happening at LawSHIFT. Over the […]

People Suing Without a Lawyer Is a New Problem for the Insurance Industry

The Pre-Intake Problem in the News – July 28, 2026 We keep hearing stories of injured people turning to AI before they ever reach out to a law firm. This week the story comes from the other side – the attorneys who defend insurers. Two insurance defense attorneys published a warning to insurers last week […]

708 Personal Injury Firms Disappeared From AI Answers Last Week | AI for PI Insights™

The AI for PI Index™ tracks how personal injury firms appear across AI engines each week – which firms get named, on which engines, in which markets, and where those recommendations come from. These are the AI for PI Insights™ as of Monday, July 27, 2026. This week’s corpus included: One note before the findings: two engines’ […]

SEO Explains 4% of AI Visibility. We Went Looking for the Other 96%.

AI named personal injury firms more than 54,000 times in local answers last week. In 6 out of 10 of those, the firm’s own website was one of the sources it read. AI for PI Index™ as of August 3, 2026. The 𝗔𝗜 𝗳𝗼𝗿 𝗣𝗜 𝗜𝗻𝗱𝗲𝘅™ tracks what AI engines tell injured people across the […]

Featured In:
The Index at a Glance

A market that's. still wide open.

Live numbers from the AI for PI Index™ — updated weekly across ChatGPT, Claude, Perplexity, and Google AI Overviews.
1,551
Firms tracked
PI firms scored across the four major AI systems
162
U.S. markets

Every major metro where injured clients ask AI for help

4
Score above 1.0

The only firms AI consistently recommends today

1,516
Effectively invisible
Firms AI has, in practice, written off the recommendation list
Stay Connected

The conversation continues in public.

We share the work in progress — Index snapshots, behind-the-scenes from the lab, and the occasional take you won’t read anywhere else.

LawShift

Company page · LinkedIn

See how your firm scores right now.

Request the AI for PI Index™ report and we’ll include a private audit of your firm’s visibility across ChatGPT, Claude, Perplexity, and Google AI Overviews.