AI VISIBILITY INTELLIGENCE

AI Is Already Recommending Your Competitors.
We Shape How It Sees You.

Before a buyer visits your website or picks up the phone, they've already asked ChatGPT, Gemini, or Perplexity who to consider. GOSH AI measures and improves how AI models discover, describe, and recommend your brand, across the entire buyer journey.

ARDI™ Authority Index SAMPLE REPORT
44 / 100
DEVELOPING
Visibility
27
Sentiment
66
Positioning
40
5
AI Models Tested
70
Industry Categories
15,000+
Prompts Measured
Bimonthly
Refresh Cycle

LE CHANGEMENT


Vos acheteurs ne cherchent plus.

Ils demandent.



Lorsqu'un acheteur demande à un modèle d'IA « qui devrais-je considérer pour la catégorie XYZ ? », le modèle ne renvoie pas une liste de liens, mais un verdict.

Une recommandation. Une liste restreinte de marques de confiance. Si votre marque n'y figure pas, vous perdez des contrats avant même que la conversation ne commence.

🔍

AI Doesn’t Return Links

AI models return answers, not search results. Your buyer gets a recommendation — not a page of options to click through. If the model doesn’t know you, you don’t exist in that conversation.

🎯

Perception Is the New Ranking

It’s not about keywords or page position. It’s about how AI models describe your brand, how they frame you against competitors, and whether they recommend you unprompted.

📊

You Can’t Fix What You Can’t See

Most businesses have no idea what AI says about them. They’re invisible to the fastest-growing discovery channel in the world — and they don’t even know it.

LE CADRE ARDI™


Trois signaux qui définissent votre autorité en matière d'IA



La présence de chaque marque en matière d'IA est mesurée selon trois dimensions. Ensemble, elles forment votre

Le composite VSP constitue la base de votre score d'autorité ARDI™.

V

Visibility

How often and how readily AI models surface your brand. Are you showing up when buyers ask — or are you invisible until someone types your name directly?

S

Sentiment

How AI interprets your authority and trustworthiness. When models describe your brand, is the tone positive and confident — or hedged with caveats and qualifiers?

P

Positioning

How accurately and strategically AI frames your brand relative to competitors. Are you the recommended solution — or the alternative footnote?

CE QUE NOUS LIVRONS


L'intelligence au service de l'action


L'indice d'autorité ARDI™ n'est pas un simple tableau de bord. Il s'agit d'une démarche de veille stratégique complète qui établit votre situation de référence, identifie vos lacunes et met en œuvre une feuille de route pour les combler.

01

AI Model Audit

Structured prompt testing across ChatGPT, Gemini, Claude, Perplexity, and Grok — how each model discovers, describes, and positions your brand in real buying-journey queries.

02

Competitor Displacement Analysis

AI answer share modeling — who owns the conversation in your category, what percentage of recommendation weight each competitor captures, and where you can displace them.

03

Misattribution & Hallucination Audit

What AI gets wrong about you — brand confusion, speculative facts, missing product knowledge, and reputational risks. Per-model severity ratings with specific corrections.

04

Narrative Risk Analysis

The perception layer beneath visibility — framing bias, descriptor clustering, and category positioning drift. How AI frames your brand even when it’s technically accurate.

05

Authority Roadmap

A phased, prioritized action plan — Entity Foundation, Content Authority, Citation Amplification. Specific actions mapped to the AI models and buying-journey stages that matter most.

06

Ongoing Measurement

Your day-zero report becomes the baseline. We re-audit bimonthly, track VSP movement, measure answer share gains, and refine the roadmap based on real progress.

COMMENT ÇA FONCTIONNE


De la découverte à l'autorité



ARDI™ signifie Intelligence de recommandation et de découverte par IA. Notre processus suit le même cadre : analyser votre situation actuelle, concevoir la stratégie, mettre en œuvre les correctifs et mesurer les résultats.

A

Audit & Discovery

We test your brand across all 5 AI models using real buying-journey prompts in your category and market. This establishes your baseline ARDI™ score.

R

Research & Strategy

We analyze competitor positioning, displacement opportunities, misattributions, and narrative risks — then design a roadmap specific to your gaps.

D

Deploy & Execute

Entity structuring, content authority, citation amplification — executed in phased sprints targeting the AI models and queries with the highest impact.

I

Intelligence & Iterate

Bimonthly re-audits measure VSP movement and answer share gains. The roadmap evolves based on real data — not assumptions.

Not Sure Where You Stand?

Take the ARDI™ Self Assessment — a 2-minute, 10-question diagnostic that gives you an immediate score and tier classification across the key dimensions of AI visibility.

1 Answer 10 questions
2 Get your score instantly
3 See your tier classification
Take the Self Assessment

À QUI NOUS NOUS ADRESSONS


70 catégories. Sur toutes les principales plateformes.


Des réseaux de franchise aux entreprises B2B, si vos acheteurs demandent des recommandations à l'IA dans votre secteur, nous mesurons et améliorons votre présence en ligne.

Pilates & Fitness Studios Med Spas & Aesthetics Car Dealerships Dental & Orthodontics Senior Living & Assisted Care Pet Wellness & Grooming Hotels & Hospitality Restaurants & QSR Pilates & Fitness Studios Med Spas & Aesthetics Car Dealerships Dental & Orthodontics Senior Living & Assisted Care Pet Wellness & Grooming Hotels & Hospitality Restaurants & QSR
Beauty & Skincare Critical Infrastructure Education & Universities Legal Services Home Services Real Estate & Property Financial Services + 55 More Beauty & Skincare Critical Infrastructure Education & Universities Legal Services Home Services Real Estate & Property Financial Services + 55 More

TÉMOIGNAGES


Ce que disent nos clients

★★★★★

GOSH AI Helped Us Understand Our Market

“The team over at GOSH AI helped us understand our market segment as we launched multiple Pilates studios. It was important for us to understand how visible we are in AI and what our competitors in the marketplace were doing. Eric and team were instrumental in helping us navigate this new landscape.”

RS
Rick Scott
Multi-Franchise Owner, BODYBAR Pilates
★★★★★

GOSH AI Changed Our Approach to Customer Outreach

“We were doing things the way we always had in our marketing. But we knew AI was something we needed to understand. Eric and his team over at GOSH AI helped us understand how AI viewed us and transformed our visibility and customer outreach.”

MR
Mark Reynolds
VP of Marketing, Regional Hotel Group
★★★★★

We Finally Know What AI Says About Us

“We had no idea that AI models were recommending our competitors over us. GOSH AI showed us exactly where we were invisible, gave us a clear score, and laid out a roadmap to fix it. Within 60 days we saw real movement in how AI platforms described our brand.”

JT
James Torres
Director of Digital Strategy, National Med Spa Chain

Dernières informations de GOSH AI

Restez informé grâce à nos derniers articles de blog qui explorent les dernières avancées en matière d'optimisation pour les moteurs de recherche. Découvrez des stratégies, des analyses et des tendances qui peuvent propulser votre entreprise dans l'univers numérique.

Buyer's journey graphic: a road winding through stages of Think, Discovery, and Decision.
par Eric Torres 23 février 2026
Understand how AI-driven search influences the Think, Discovery, and Decision stages of the buying journey — and why early LLM visibility increases shortlist placement and sales conversion.
par Eric Torres 16 février 2026
From Extractable Content to Default Authority in the Age of Generative Search
Rosie the Robot maid, light blue with red eyes, vacuuming. Cartoon, retro style.
par Eric Torres 8 février 2026
Most AI ‘bias’ isn’t what people think. Learn the difference between directional bias and decision bias in LLMs—and why brands get excluded from AI answers.

Dernière mise à jour : 23 février 2026

L'IA influence déjà les décisions d'achat.

La question n'est pas de savoir si l'IA influencera votre secteur d'activité — elle l'influence déjà.

La question est de savoir si votre marque est recommandée ou ignorée.

ou envoyez-nous un courriel directement à ardi@mygosh.ai


Nous ne courons pas après les classements. Nous influençons les recommandations de l'IA.