STEERus Inc™ Launches Free Tool to Reveal What AI May be Telling Your Prospective Customers
AI search is changing how customers discover and evaluate businesses, creating a new risk: companies can be visible online but still be misunderstood by AI. STEERus INC™ is introducing a free Digital Signal Check™ and educational webinar to help small businesses identify potential Misinterpretation Risk™ and improve how clearly their businesses are understood and recommended.
River Vale, NJ, October 15, 2026 --(PR.com)-- AI Can Sound Confident About Your Business but Still Get It Wrong
AI doesn't have to be right about a business to influence whether a customer considers it. As consumers increasingly turn to AI tools to research companies and ask who to hire, businesses face a largely invisible risk: AI can assemble a confident description or recommendation from digital information that is outdated, incomplete, inconsistent, or simply no longer reflects the business.
Loralyn Mears, PhD, author of MISINTERPRETED, calls the gap between what a business intends to communicate and what people or AI systems ultimately interpret Misinterpretation Risk™.
The business owner may never even realize they lost a sale. If AI doesn't properly interpret what the business does, who it serves, and what makes it special, it won't recommend the business because AI cannot recommend something it does not fully understand. In this way, a potential customer may never know that another business out there was actually the best choice because that business never surfaces in the recommendations. Instead, the prospective customer will move on to the competitors as suggested by AI.
Small businesses have spent years investing in websites, SEO, reviews, social media and digital advertising to become more visible online by improving their search ranking. But the rapid adoption of AI search is introducing a different challenge: a business can be visible but still be misunderstood.
Unlike traditional search engines, AI tools are designed to synthesize information and distill it into brief, curated summaries. They are not programmed to simply return long lists of links. Instead, they are trained to interpret what a business does, who it serves, and when it should be considered relevant, trusted, and potentially worth recommending.
That creates a potential understanding gap between what a business says it is and what the internet teaches AI that it is.
Loralyn Mears, PhD, founder of STEERus INC™ and author of MISINTERPRETED: The Hidden Risk Making Brands & Leaders Invisible in the Age of AI, has identified and analyzed Misinterpretation Risk and how it can affect AI search results.
“Businesses have been taught to ask, ‘Can people find me?’” Dr. Mears said. “The more important question now may be, ‘When AI finds me, does it understand me correctly?’”
The distinction matters because AI-powered discovery increasingly involves interpretation, which, of course, leaves room for misinterpretation. Company details spread across websites, business listings, reviews, social media channels, media coverage, and other digital sources can collectively create a picture of a company that differs widely from how the company describes itself or what it does today.
For established businesses, the problem can be particularly difficult to recognize. Companies evolve. They pivot. Services change. And markets shift. But those older digital signals don't disappear just because the business has changed.
The result can be an increasingly fragmented digital identity which requires businesses to proactively clean up their digital signal to eliminate the noise.
To help business owners understand the shift to be discoverable and understood by AI search, Dr. Mears will host a free educational webinar, “Is AI Search Making Your Business Invisible? 5 Things Every Business Owner Needs to Do Now,” on Friday, October 23, 2026, from 2:00–3:00 p.m. ET.
The session will explain how AI-driven discovery differs from traditional search, why businesses can become misinterpreted despite strong marketing, and how more marketing can amplify an existing misinterpretation problem. Dr. Mears will also outline five practical steps business owners can take themselves to improve the clarity of their digital signals.
STEERus INC has launched a free Digital Signal Check™ designed to help business owners compare how they describe their businesses with what their digital signals suggest they do.
Dr. Mears argues that the change requires businesses to rethink an assumption that has shaped digital marketing for decades. “If AI doesn’t understand your business, it can’t confidently recommend it,” she said. “Visibility without understanding may no longer be enough.”
The webinar is free and open to business owners, entrepreneurs and professionals.
Register: https://tinyurl.com/yjspvh3t
Learn more about MISINTERPRETED: https://STEERus.io/misinterpreted
About STEERus Inc.
STEERus Inc. helps businesses and leaders identify and correct gaps between how they intend to be understood and how they are interpreted by people, platforms, and AI systems. Founder Loralyn Mears, PhD, is a scientist, author, leadership educator, and host of the ranked Small Biz Stories podcast which is now in Season 6.
AI doesn't have to be right about a business to influence whether a customer considers it. As consumers increasingly turn to AI tools to research companies and ask who to hire, businesses face a largely invisible risk: AI can assemble a confident description or recommendation from digital information that is outdated, incomplete, inconsistent, or simply no longer reflects the business.
Loralyn Mears, PhD, author of MISINTERPRETED, calls the gap between what a business intends to communicate and what people or AI systems ultimately interpret Misinterpretation Risk™.
The business owner may never even realize they lost a sale. If AI doesn't properly interpret what the business does, who it serves, and what makes it special, it won't recommend the business because AI cannot recommend something it does not fully understand. In this way, a potential customer may never know that another business out there was actually the best choice because that business never surfaces in the recommendations. Instead, the prospective customer will move on to the competitors as suggested by AI.
Small businesses have spent years investing in websites, SEO, reviews, social media and digital advertising to become more visible online by improving their search ranking. But the rapid adoption of AI search is introducing a different challenge: a business can be visible but still be misunderstood.
Unlike traditional search engines, AI tools are designed to synthesize information and distill it into brief, curated summaries. They are not programmed to simply return long lists of links. Instead, they are trained to interpret what a business does, who it serves, and when it should be considered relevant, trusted, and potentially worth recommending.
That creates a potential understanding gap between what a business says it is and what the internet teaches AI that it is.
Loralyn Mears, PhD, founder of STEERus INC™ and author of MISINTERPRETED: The Hidden Risk Making Brands & Leaders Invisible in the Age of AI, has identified and analyzed Misinterpretation Risk and how it can affect AI search results.
“Businesses have been taught to ask, ‘Can people find me?’” Dr. Mears said. “The more important question now may be, ‘When AI finds me, does it understand me correctly?’”
The distinction matters because AI-powered discovery increasingly involves interpretation, which, of course, leaves room for misinterpretation. Company details spread across websites, business listings, reviews, social media channels, media coverage, and other digital sources can collectively create a picture of a company that differs widely from how the company describes itself or what it does today.
For established businesses, the problem can be particularly difficult to recognize. Companies evolve. They pivot. Services change. And markets shift. But those older digital signals don't disappear just because the business has changed.
The result can be an increasingly fragmented digital identity which requires businesses to proactively clean up their digital signal to eliminate the noise.
To help business owners understand the shift to be discoverable and understood by AI search, Dr. Mears will host a free educational webinar, “Is AI Search Making Your Business Invisible? 5 Things Every Business Owner Needs to Do Now,” on Friday, October 23, 2026, from 2:00–3:00 p.m. ET.
The session will explain how AI-driven discovery differs from traditional search, why businesses can become misinterpreted despite strong marketing, and how more marketing can amplify an existing misinterpretation problem. Dr. Mears will also outline five practical steps business owners can take themselves to improve the clarity of their digital signals.
STEERus INC has launched a free Digital Signal Check™ designed to help business owners compare how they describe their businesses with what their digital signals suggest they do.
Dr. Mears argues that the change requires businesses to rethink an assumption that has shaped digital marketing for decades. “If AI doesn’t understand your business, it can’t confidently recommend it,” she said. “Visibility without understanding may no longer be enough.”
The webinar is free and open to business owners, entrepreneurs and professionals.
Register: https://tinyurl.com/yjspvh3t
Learn more about MISINTERPRETED: https://STEERus.io/misinterpreted
About STEERus Inc.
STEERus Inc. helps businesses and leaders identify and correct gaps between how they intend to be understood and how they are interpreted by people, platforms, and AI systems. Founder Loralyn Mears, PhD, is a scientist, author, leadership educator, and host of the ranked Small Biz Stories podcast which is now in Season 6.
Contact
STEERus
Sarah Adams
646-494-3782
www.steerus.io/misinterpreted
Sarah Adams
646-494-3782
www.steerus.io/misinterpreted
Contact
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