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GOSH AI Was Built for the Shift From Search to AI.

We measure how brands are discovered, evaluated, and recommended inside modern AI systems, and turn that into actionable discovery intelligence.

25+
Years of Digital Strategy
100+
Countries Supported
6
AI Models Tested
70+
Industry Categories
WHO WE ARE

The Shift That Created GOSH AI

For over two decades, we’ve helped brands navigate every major shift in how people discover products and services, from early search to social, mobile, and voice. Each wave changed the rules.

This one is different.

AI doesn’t return lists. It returns decisions, a shortlist of brands it trusts and a narrative around who’s worth choosing. If you’re not in that narrative, you’re invisible.

GOSH AI was built for this moment, to show brands how AI sees them, where they’re missing, and what to do about it.

Company Details

Founded 2025
Headquarters Tampa, Florida
Platform ARDI™ Authority Index
AI Models Tracked ChatGPT, Gemini, Claude, Perplexity, Grok & Copilot
Categories 70+ Industries
Annual AI Conversations Measured 37 Million
Global Reach 100+ Countries
Entity GOSH_AI, LLC (FL #L25000549294)

OUR METHODOLOGY


Think. Discovery. Decision.


AI doesn’t influence buyers at one moment,  it shapes the entire journey. Our methodology maps to the three stages where AI models determine whether your brand gets considered, compared, or chosen.

1
STAGE 1

Think

How AI interprets and frames your category positioning. When a buyer explores a problem, "how do I improve [X]?", does the AI model understand where your brand fits? This is where category awareness begins.

2
STAGE 2

Discovery

How frequently your brand is recommended within AI-generated answers. When a buyer asks "who are the best [X] providers?", are you on the list? This is where visibility is won or lost.

3
STAGE 3

Decision

How your brand is positioned at the evaluation moment. When a buyer asks "which [X] should I choose?", does AI recommend you with confidence, or hedge with caveats? This is where deals are won or lost.

GLOBAL OPERATIONS

AI Recommendation Has No Borders

AI models serve recommendations globally. A buyer in London gets a different answer than a buyer in Dallas. But both are shaped by the same signals. We operate across regions, languages, and markets to ensure your brand is recommended wherever your buyers are asking.

North America United States, Canada, Mexico
Latin America Brazil, Colombia, Argentina, Chile
Europe UK, Germany, France, Spain, Netherlands, Italy
Oceania Australia, New Zealand
Languages English, Spanish, French + more
36
Geo Panels
3
Languages Live
70+
Categories Tracked
37M+
Conversations Measured
LEADERSHIP

The People Behind the ARDI™ Platform

Eric Torres

Eric Torres

Founder, GOSH AI

Eric Torres is the founder of GOSH AI, the AI Recommendation & Discovery Intelligence platform built around ARDI™. He works with brands to measure and improve how AI systems discover, describe, cite, and recommend them across the buyer journey.

Eric has spent more than two decades across marketing, growth, and digital strategy disciplines. He started his career at NASCAR as a client relations manager, handling the UAW Ford account at Talladega Superspeedway. He learned the analytical side of marketing as one of four Global Communications Managers at Nielsen Media Research in Chicago, then went on to serve as Chief Marketing Officer at Hitch Crowdsourced Delivery and as the founder and principal of Brandiversity, a Tampa-based B2B and B2C growth marketing practice.

Across those roles, Eric has worked with multi-national clients, navigated every major shift in digital marketing, and built the analytical fluency he now brings to GOSH AI. ARDI™ is the next chapter: measurement infrastructure for the layer of discovery that's reshaping how buyers find and choose brands.

Ben Melland

Ben Melland

Head of AI Governance & Assurance, GOSH AI

Ben Melland leads the Assurance pillar of ARDI™, GOSH AI's AI Recommendation & Discovery Intelligence platform. He owns the systems that prove every Authority Index, Snapshot, and longitudinal signal GOSH AI publishes is reproducible, auditable, and defensible under enterprise scrutiny.

Ben brings more than 15 years of web performance and digital governance experience, most recently as Senior Web Producer at LIVCOR, a Blackstone portfolio company, where he owned the performance strategy for 300+ apartment websites operating as the primary acquisition channel for multi-family operators. His work there delivered a 7.02% lead-to-net-lease conversion rate, +7% lift in lead quality over benchmarks, 2 to 2.5x faster site speeds, and a 67% accessibility improvement across the portfolio.

At GOSH AI, Ben oversees the integrity of the Intelligence layer: reproducibility standards, score validation, model and prompt drift detection, and the audit trail that connects every published metric back to its source data. If a client, analyst, or regulator asks "how do you know," Ben's systems answer the question.

Dragostina Marinova

Dragostina Marinova

Head of Brand Experience, GOSH AI

Dragostina Marinova leads Brand Experience at GOSH AI, where she translates AI visibility intelligence into brand assets that are as precise and authoritative as the signals that drive them. She works at the intersection of brand systems and AI discovery, ensuring that how a brand looks, communicates, and presents itself is consistent with how AI models are trained to recognize and recommend it.

Dragostina brings more than 17 years of production design and brand execution experience across 700+ projects for Fortune 100 clients including Johnson & Johnson, Unilever, Nestlé, and Procter & Gamble. Her work spans Brand identity building, Brand stewardship & compliance, 3D visualization, Amazon A+ content, and global campaign adaptation across APAC, EMEA, and LATAM markets, always with full compliance to complex brand guidelines and regulatory standards.

At GOSH AI, she applies that same discipline to the challenge of brand authority in the AI era. If ARDI™ measures how AI sees a brand, Dragostina's work ensures that what AI sees is worth recommending.

ASSOCIATES & FELLOWS

Strategy, Research & Growth

Taylor Scott

Taylor Scott

Account Executive, Strategic Accounts

Taylor Scott is an Account Executive on GOSH AI's Strategic Accounts team, helping brands measure and improve how AI systems discover, cite, and recommend them. An Entrepreneurship graduate of Florida Gulf Coast University, she pairs an entrepreneurial instinct with a relationship-first approach to guide clients through the shift to AI Recommendation and Discovery Intelligence.

Reese Crawford

Reese Crawford

Research Fellow

Reese Crawford is a Research Fellow at GOSH AI, contributing to GOSH AI Sentinel, the platform's AI brand governance and assurance pillar, and the longitudinal ARDI™ research behind it. An Information Systems student concentrating in Emerging Technologies at the University of Arkansas's Walton College of Business, he brings hands-on experience translating machine-learning research into business strategy, drawn from prior research fellowships in venture capital and applied AI.

Ahren Sood

Ahren Sood

Summer Associate

Ahren Sood is a Summer Associate at GOSH AI, supporting the directory, listing, and measurement work behind GOSH's AI Recommendation and Discovery Intelligence. A Tampa-based high school entrepreneur, he co-founded a local service business and has placed nationally in FBLA business and marketing competitions, bringing real initiative and a growth mindset to the team.

AI Visibility Impact Model | GOSH AI
Impact Model

What's the Return on
AI Visibility?

Estimate the financial impact of investing in ARDI™ for your brand.

Your Investment
Annual ARDI™ Investment
What's this?
Your total annual spend on AI Recommendation and Discovery Intelligence, including agency fees, tools, and content production.
$
Expected Revenue Lift
What's this?
Additional annual revenue you expect from increased brand visibility in AI-generated answers, including new leads, conversions, and deal flow.
$
Estimated Cost Savings
What's this?
Projected annual savings from reduced paid acquisition dependency, improved conversion efficiency, and operational gains driven by optimized AI visibility.
$
Your Impact

Enter your numbers and hit
Model My Impact to see results.

Estimates are for illustrative purposes. Actual results depend on industry, competition, and execution.

Ready To See How AI Sees You?

or email us directly at ardi@mygosh.ai


We don't chase rankings.
We influence AI recommendations.