The content on this page was provided by an independent third party and syndicated by XPR Media. Members of the editorial and news staff of the USA TODAY Network were not involved in the creation of this content.

SEMAI Research Finds B2B Brands Invisible Across ChatGPT, Gemini, and Perplexity Due to Content Mismatch

SEMAI study of 25,540 URLs finds ChatGPT, Gemini, and Perplexity cite different content one strategy leaves B2B brands invisible across AI search.

“Every platform has a different citation model. Brands that treat AI visibility as a single channel are structurally invisible to a significant portion of their buyers.” — Raghu, Co-Founder, SEMAI”
— Raghunath Vijayaraghavan, CEO SEMAI

SAN FRANCISCO, CA, UNITED STATES, February 25, 2026 /EINPresswire.com/ — SEMAI, the AI visibility tracking platform for B2B marketing teams, today released research analyzing over 25,000 URLs cited by ChatGPT, Google Gemini, and Perplexity AI over a 60-day period. The findings reveal that each AI platform cites fundamentally different content types meaning brands optimizing for one platform may be invisible on others.
Blogs account for 41–55% of all AI citations. Webpages account for 38–47%.
Together, just two content types drive 90%+ of all AI platform citations.

While blogs and webpages dominate across all platforms, the research identifies critical differences in how each AI platform cites content — with direct implications for B2B content strategy:

ChatGPT is the only platform that meaningfully cites LinkedIn posts (1.1%) and Wikipedia (2.0%), and cites academic or research-backed content at 2.2% — more than six times higher than Gemini or Perplexity. For brands targeting ChatGPT visibility, thought leadership content and data-backed publishing are direct citation levers.

Perplexity is the only platform actively citing comparison pages and solution-specific pages at scale — making it uniquely important for bottom-of-funnel B2B content targeting buyers close to a purchase decision.

Gemini shows the strongest preference for brand-owned blog content and avoids community sources such as Reddit and Wikipedia almost entirely — signaling that domain authority and structured editorial content are the primary citation drivers.

“The data makes it clear: you cannot optimize for AI search the way you optimized for Google,” said Raghu, CEO and Co-Founder of SEMAI. “Every platform has a different citation model. Brands that treat AI visibility as a single channel are structurally invisible to a significant portion of their buyers.”

The research underscores a growing disconnect in B2B marketing: while over 63% of B2B research now begins on AI platforms, most marketing teams continue to optimize primarily for Google rankings. SEMAI’s platform is designed to close this gap by tracking brand visibility across ChatGPT, Perplexity, Gemini, and Claude — providing LLM search volume data, Weak/Average/Strong cluster classification, and AI-generated content calendars.
“We built SEMAI because there was no way to measure what we now believe is the most important channel in B2B marketing,” Raghu added. “This research is the first step in giving marketing teams a clear, data-backed picture of where they stand in AI search.”

The full research findings are available at semai.ai. B2B marketing teams can run a free AI visibility audit directly on the platform.

Raghunath Vijayaraghavan
SEMAI.AI
+91 99529 53948
email us here
Visit us on social media:
LinkedIn
YouTube

How to start AEO with SEMAI

Legal Disclaimer:

EIN Presswire provides this news content “as is” without warranty of any kind. We do not accept any responsibility or liability
for the accuracy, content, images, videos, licenses, completeness, legality, or reliability of the information contained in this
article. If you have any complaints or copyright issues related to this article, kindly contact the author above.

Information contained on this page is provided by an independent third-party content provider. XPRMedia and this Site make no warranties or representations in connection therewith. If you are affiliated with this page and would like it removed please contact pressreleases@xpr.media

In Home Flooring Announces Expanded Climate-Adaptive Installation Protocols for Denver Properties

In Home Flooring Announces Expanded Climate-Adaptive Installation Protocols for Denver Properties

DENVER, CO – February 26, 2026 – PRESSADVANTAGE – In Home Flooring, a Denver-based flooring specialist, announces the

February 26, 2026

Microsurgical Vasectomy Reversals by Dr. Mark Hickman Expands Surgery Services Across Southwest Region

Microsurgical Vasectomy Reversals by Dr. Mark Hickman Expands Surgery Services Across Southwest Region

New Braunfels, TX – February 26, 2026 – PRESSADVANTAGE – Microsurgical Vasectomy Reversals by Dr. Mark Hickman

February 26, 2026

Amana Care Clinic Expands Medical Services to Meet Growing Health Needs

Amana Care Clinic Expands Medical Services to Meet Growing Health Needs

MUSCATINE, Iowa – February 26, 2026 – PRESSADVANTAGE – Amana Care Clinic – Muscatine continues to expand its

February 26, 2026

Federal Steel Systems Announces Aviation Hangar Design Services for Personal and Commercial Use

Federal Steel Systems Announces Aviation Hangar Design Services for Personal and Commercial Use

ENGLEWOOD, CO – February 26, 2026 – PRESSADVANTAGE – Federal Steel Systems, a steel building manufacturer and supplier

February 26, 2026

CommLab India Reigns as the #1 Content Provider for Rapid eLearning

CommLab India Reigns as the #1 Content Provider for Rapid eLearning

CommLab India ranks #1 for Rapid eLearning Solutions, helping operationally complex enterprises run training at speed

February 26, 2026

SQM Group Earns Spot on G2’s 2026 Best Software Awards for Customer Service Products

SQM Group Earns Spot on G2’s 2026 Best Software Awards for Customer Service Products

G2 recognition is unique because it recognizes companies based on independently benchmarked software user reviews and

February 26, 2026

Trelexa Corp. Debuts Inaugural Anthology ‘The Life IPO,’ Standardizing the Architecture of Personal Reinvention

Trelexa Corp. Debuts Inaugural Anthology ‘The Life IPO,’ Standardizing the Architecture of Personal Reinvention

A multi-author blueprint to "go public" with your potential. Dr. Sam Sammane et al debut a corporate-grade operating

February 26, 2026

Local Female Artist Creates Vintage Surfboard Installation for Bayside Hotel in Conjunction with LA Art Week & Frieze LA

Local Female Artist Creates Vintage Surfboard Installation for Bayside Hotel in Conjunction with LA Art Week & Frieze LA

SANTA MONICA, CA, UNITED STATES, February 25, 2026 /EINPresswire.com/ — In celebration of LA Art Week and Frieze Los

February 26, 2026

MultiLane Unveils the Highest Density TDR Tester in the Industry at DesignCon 2026

MultiLane Unveils the Highest Density TDR Tester in the Industry at DesignCon 2026

SANTA CLARA, CA, UNITED STATES, February 25, 2026 /EINPresswire.com/ — Leading test and measurement company,

February 26, 2026

United States Medical Tourism Market to Reach USD 51.76 Billion by 2034 | CAGR of 5.76%

United States Medical Tourism Market to Reach USD 51.76 Billion by 2034 | CAGR of 5.76%

NEW YORK, NY, UNITED STATES, February 24, 2026 /EINPresswire.com/ — IMARC Group’s Latest Report Forecasts a CAGR of

February 26, 2026

National Highschool Conservatives Reaffirm Commitment To Truth Amid Leftist Attack

National Highschool Conservatives Reaffirm Commitment To Truth Amid Leftist Attack

Taylor Sharp was involved in a physical altercation with a protester. NHSC condemns the violence, will proceed with

February 26, 2026

Professors Frank Park and Andrew Wilber Win the Prestigious 2025 Orphan Dream Award

Professors Frank Park and Andrew Wilber Win the Prestigious 2025 Orphan Dream Award

Drs. Park and Wilber have dedicated their careers to creating therapies that are not only effective but also accessible

February 26, 2026

Rodeo Realty’s Jimmy Heckenberg Presents a Rare Value-Add Development Opportunity in Santa Monica

Rodeo Realty’s Jimmy Heckenberg Presents a Rare Value-Add Development Opportunity in Santa Monica

LOS ANGELES, CA, UNITED STATES, February 25, 2026 /EINPresswire.com/ — Top Rodeo Realty Agent of LA, Jimmy Heckenberg

February 26, 2026

NEQSOL Holding Joins ICC Netherlands, Expanding Its Role in Global Business Governance

NEQSOL Holding Joins ICC Netherlands, Expanding Its Role in Global Business Governance

NEQSOL Holding joins ICC Netherlands to deepen participation in international business rulemaking and governance

February 26, 2026

Jay Nolan Proudly Sponsors Austin Riley of Racing With Autism

Jay Nolan Proudly Sponsors Austin Riley of Racing With Autism

Jay Nolan Community Services sponsors trailblazing race car driver Austin Riley, bringing Racing With Autism to Los

February 26, 2026

Clicta Digital Launches OTT/CTV Advertising Service as Streaming Ad Spend Surges in 2026

Clicta Digital Launches OTT/CTV Advertising Service as Streaming Ad Spend Surges in 2026

Clicta Digital announced the launch of its new OTT and CTV advertising service, helping businesses capitalize on the

February 26, 2026

America’s Teeth Are Breaking at Unprecedented Rates — New 2026 Research Reveals the Silent Crisis in Plain Sight

America’s Teeth Are Breaking at Unprecedented Rates — New 2026 Research Reveals the Silent Crisis in Plain Sight

Something alarming began happening in dental offices across America between 2020 and 2025. Endodontists saw twice as

February 26, 2026

Inspired by a Brooklyn Fitness Empire and FBI History, The Final Fight Holds Initial Successful Grassroots Campaign

Inspired by a Brooklyn Fitness Empire and FBI History, The Final Fight Holds Initial Successful Grassroots Campaign

The Final Fight raises $12K+ on Seed&Spark, gains industry momentum, attaches director Steven Feder, and prepares

February 26, 2026

NovaBeam Dream™ Turns AI Into a Live Observation Experience

NovaBeam Dream™ Turns AI Into a Live Observation Experience

Interactive web-based AI platform allows the public to observe how artificial intelligence retrieves and interprets

February 26, 2026

An Intimate Expression of Connection: Inside POA’s Lovers Club Collection

An Intimate Expression of Connection: Inside POA’s Lovers Club Collection

POA’s Lovers Club Collection Releases on Valentine’s Day LOS ANGELES, CA, UNITED STATES, February 25, 2026

February 26, 2026

Asian Academy Creative Awards Add Feature Film Direction Category as 2026 Entries Launch

Asian Academy Creative Awards Add Feature Film Direction Category as 2026 Entries Launch

38 categories confirmed for 2026 Super Ceremony, including new Best Direction (Feature Film) award and updated format

February 26, 2026

Generative Search Adaptation: Expert AI Prompts Releases New ‘SEO Prompt Power’ Toolkit to Combat Search Volatility

Generative Search Adaptation: Expert AI Prompts Releases New ‘SEO Prompt Power’ Toolkit to Combat Search Volatility

Expert AI Prompts releases 'SEO Prompt Power,' a new toolkit helping small businesses adapt content for Generative

February 26, 2026

Federal Court Rules AI Conversations Are Not Privileged

Federal Court Rules AI Conversations Are Not Privileged

STACK Cybersecurity warns businesses: your AI-generated documents are a liability waiting to surface in litigation

February 26, 2026

ABC Environmental Contracting Services KC Emphasizes Critical Safety Protocols for Asbestos Removal Projects

ABC Environmental Contracting Services KC Emphasizes Critical Safety Protocols for Asbestos Removal Projects

Kansas City, MO – February 25, 2026 – PRESSADVANTAGE – ABC Environmental Contracting Services KC today highlighted the

February 26, 2026

HKB Interior Design Highlights Growing Demand for Custom Furniture Design Services in Modern Luxury Homes

HKB Interior Design Highlights Growing Demand for Custom Furniture Design Services in Modern Luxury Homes

SAN FRANCISCO, CA – February 25, 2026 – PRESSADVANTAGE – HKB Interior Design, a San Francisco-based luxury interior

February 26, 2026

USA Cabinet Store LLC Receives NKBA Innovative Showroom Award at KBIS 2026

USA Cabinet Store LLC Receives NKBA Innovative Showroom Award at KBIS 2026

Houston, TX – February 25, 2026 – PRESSADVANTAGE – USA Cabinet Store LLC announced today that its Texas-based branch

February 26, 2026

Davis & Son Expands Comprehensive Plumbing Services Throughout Southwest Missouri

Davis & Son Expands Comprehensive Plumbing Services Throughout Southwest Missouri

MONETT, MO – February 25, 2026 – PRESSADVANTAGE – Davis & Son, a leading HVAC and plumbing contractor serving

February 26, 2026

Shri Chawla Unveils Groundbreaking AI-powered Music Storytelling Platform Revolutionizing Digital Narratives

Shri Chawla Unveils Groundbreaking AI-powered Music Storytelling Platform Revolutionizing Digital Narratives

Shri Chawla Unveils Groundbreaking AI-powered Music Storytelling Platform Revolutionizing Digital Narratives in Silicon

February 26, 2026

Rodeo Realty’s Jimmy Heckenberg Presents 18221 Windsor Dr – A Modern Mediterranean Estate Redefining Luxury Living

Rodeo Realty’s Jimmy Heckenberg Presents 18221 Windsor Dr – A Modern Mediterranean Estate Redefining Luxury Living

LOS ANGELES, CA, UNITED STATES, February 25, 2026 /EINPresswire.com/ — Top agent of LA, Jimmy Heckenberg proudly

February 26, 2026

The Dawn of a New Era for Tony Grieco Paris: The Fusion of Art, Music and Fashion

The Dawn of a New Era for Tony Grieco Paris: The Fusion of Art, Music and Fashion

Tony Grieco Paris merges French elegance and urban culture in a non-binary collection, uniting sound design and luxury

February 26, 2026

LUPR Selected as a Top Procurement App in Salesforce, Transforming Supplier Management

LUPR Selected as a Top Procurement App in Salesforce, Transforming Supplier Management

Being selected as a top procurement app recognizes our commitment to enhancing the procurement process and ensuring our

February 26, 2026

Las Vegas Businesses Shift Focus to Deep Grout Sanitization for Enhanced Facility Hygiene

Las Vegas Businesses Shift Focus to Deep Grout Sanitization for Enhanced Facility Hygiene

Strategic focus on hard-surface hygiene and durability gains momentum across Clark County business sectors. LAS VEGAS,

February 26, 2026

Houston Nonprofit XYZORDIOM Expands Outreach Through Music and Mentorship

Houston Nonprofit XYZORDIOM Expands Outreach Through Music and Mentorship

Houston-based nonprofit XYZORDIOM expands outreach through musical therapy, youth mentorship, and compassion-driven

February 26, 2026

Rodeo Realty’s Jimmy Heckenberg Presents a Remodeled Mulholland Estates Home – European Design Meets Resort-Style Living

Rodeo Realty’s Jimmy Heckenberg Presents a Remodeled Mulholland Estates Home – European Design Meets Resort-Style Living

LOS ANGELES, CA, UNITED STATES, February 25, 2026 /EINPresswire.com/ — Top Rodeo Realty Agent of LA, Jimmy Heckenberg

February 26, 2026

Automotive Premium Audio Systems Market to Reach USD 6.25 Bn: Growth Drivers, Innovation, and Competitive Outlook

Automotive Premium Audio Systems Market to Reach USD 6.25 Bn: Growth Drivers, Innovation, and Competitive Outlook

BMW, Cadillac, Mercedes-Benz, Lexus, and Audi Drive Growth Through SUV-Led Portfolios In U.S., BMW reported 4.7%

February 25, 2026

Kansas City Retailers Expand Professional Cleaning Programs Amid Rising Customer and Regulatory Expectations

Kansas City Retailers Expand Professional Cleaning Programs Amid Rising Customer and Regulatory Expectations

Retail businesses across the Kansas City metropolitan area are expanding professional cleaning programs to support

February 25, 2026

Atlanta Businesses Expand High-Touch Surface Cleaning Protocols Across Workplace Environments

Atlanta Businesses Expand High-Touch Surface Cleaning Protocols Across Workplace Environments

Targeted disinfection strategies help Atlanta businesses reduce illness risks and strengthen client confidence through

February 25, 2026

Bitlux conducts emergency relief flights during unrest in Mexico

Bitlux conducts emergency relief flights during unrest in Mexico

Florida-based private jet charter company assists stranded travelers and repositions aircraft from affected areas. When

February 25, 2026

Oceanside Bombers Name Tim White Defensive Coordinator Veteran coach, administrator, educator joins the Bombers’ staff

Oceanside Bombers Name Tim White Defensive Coordinator Veteran coach, administrator, educator joins the Bombers’ staff

The Oceanside Bombers today announced that Timothy E. White has been named the team’s Defensive Coordinator for the

February 25, 2026

New Wellness Book ‘The Mother Earth Effect’ Explores the Science and Stories Behind Grounding and Women’s Healing

New Wellness Book ‘The Mother Earth Effect’ Explores the Science and Stories Behind Grounding and Women’s Healing

Entrepreneur, Olivia Ramirez Smith bridges personal testimony, research, and introduces earthing products for

February 25, 2026