What is an AI visibility check?

An AI visibility check tests whether AI platforms (Google AI Mode, Perplexity, ChatGPT) recommend your company when someone searches for your category keyword. It is the AI equivalent of checking your Google search ranking, but for AI-generated answers rather than traditional search results.

How often should I check my AI visibility?

Monthly at minimum. AI answers change as new content is indexed and citation patterns shift. Companies that monitor quarterly often miss changes that affect their visibility during the gap.

Can I improve my AI visibility score?

Yes. The most effective fix is appearing in third-party comparison and recommendation content — buyer guides, review platforms, industry directories, and partner pages. AI recommends companies it finds mentioned across multiple independent sources, not just their own website.

Does traditional SEO affect AI visibility?

Partially. Good SEO practices (structured content, FAQ schema, clear headings) help AI extract information from your site. But SEO alone does not guarantee AI will recommend you. Citation presence — being named in third-party content — is the strongest predictor of AI recommendation, and that requires a different strategy than traditional search optimization.

What is the AI Visibility Framework?

The AI Visibility Framework is a 4-dimension scoring model developed by GTM Signal Studio. It measures Citation Presence, Entity Recognition, Content Structure, and Citation Breadth on a scale of 0-100. It was used to benchmark 50 enterprise companies across 5 sectors in the AI Visibility Benchmark 2026.

How to Check If AI Recommends Your Company (5-Minute Test)

Your company has a website. It has content. It might even rank on Google.

None of that tells you whether AI recommends you.

When a buyer searches "best enterprise marketing platform" or "management consulting firms UK" in Google AI Mode, Perplexity, or ChatGPT, a short list of companies appears. If yours is not on that list, the buyer never knows you exist.

We scored 50 enterprise companies on AI visibility across 5 sectors. 44% scored 2 out of 25 on citation presence. AI knew who they were. It understood what they did. It just did not recommend them.

This post gives you a 5-minute test to check if the same is true for your company. No tools required. No signup. Just three searches.

Why This Matters Now

AI-driven search is not replacing traditional search. It is adding a new layer on top.

When a buyer uses Google AI Mode, they get a generated answer before they see any links. That answer names specific companies. If yours is not there, you are invisible at the exact moment a buyer is looking for what you sell.

The data from our AI Visibility Benchmark shows:

→ Enterprise SaaS companies score 24.4/25 on citation presence. Technology and IT services score 8.0. Both sectors had comparable entity recognition and content structure. The difference is entirely in whether AI names them.

→ 0% of the 50 companies scored below 60 overall. The infrastructure is there. The gap is narrow and specific: AI knows about most companies but only recommends a few.

→ Every company scoring 90+ on total AI visibility had a citation score of 22/25 or higher. Citation is the leading indicator.

The 5-Minute AI Visibility Check

You need three browser tabs. That is it.

Step 1: Check Google AI Mode (2 minutes)

Open Google in your browser
Search for your category keyword (e.g. "enterprise marketing platforms", "accountants in Maidstone", "management consulting UK")
Look at the AI-generated overview at the top of the results
Check: is your company named in that overview?

What to look for: → Does AI mention your company by name? → Does it describe what you do accurately? → Are your competitors named instead?

If you are not named: AI does not consider you a relevant recommendation for that search. This is the most common gap. 44% of the enterprise companies we studied had this exact problem.

Step 2: Check Perplexity (2 minutes)

Go to perplexity.ai
Ask: "What are the best [your category] companies in [your market]?"
Read the generated answer

What to look for: → Does Perplexity name your company? → Does it cite your website as a source? → If it names competitors but not you, note which competitors appear and where Perplexity found them

Step 3: Check ChatGPT (1 minute)

Open ChatGPT (or any major LLM)
Ask: "Can you recommend [your category] companies in [your market]?"
Read the response

What to look for: → Are you in the list? → How does AI describe you compared to competitors? → Is the description accurate and current?

How to Read Your Results

Your results will fall into one of four patterns:

Pattern 1: Named everywhere

AI recommends you across all three platforms. Your AI visibility is strong. Focus on maintaining it.

Pattern 2: Named on some, missing on others

You have partial visibility. Some platforms have indexed your presence, others have not. The gap is usually in citation patterns — you appear on your own site but not in enough third-party comparison content.

Pattern 3: Known but not recommended

AI knows your company exists (it can describe what you do) but does not recommend you when someone searches your category. This is the most common pattern. 44% of the companies in our benchmark had this exact gap.

Pattern 4: Completely invisible

AI does not name you, does not describe you, and does not cite your website. This means your content is either not structured for AI indexing or your company lacks enough third-party references.

The Four Dimensions Behind the Score

The results of your 5-minute test map to our AI Visibility Framework, which scores companies across four dimensions:

1. Citation Presence (0-25): Does AI name you when someone searches your category? This is the dimension most companies fail. Average across 50 companies: 13.7/25.

2. Entity Recognition (0-25): Does AI understand what your company does? Most companies score well here (average: 23.4/25). AI knows about you — it just might not recommend you.

3. Content Structure (0-25): Is your website structured so AI can extract and reference your content? FAQ schema, clear headings, and direct answers help. Average: 20.1/25.

4. Citation Breadth (0-25): Are you mentioned across independent sources (directories, review sites, partner pages, press)? Companies with broad citation patterns are more likely to be recommended. Average: 25.0/25.

The pattern from our research is clear: most companies have the infrastructure (Entity, Structure, Breadth are strong). The bottleneck is Citation Presence — whether AI actually names you in its recommendations.

What to Do Next

Score yourself properly

The 5-minute test gives you a directional answer. For a structured score across all four dimensions, use our AI Visibility Scorecard. It takes under 5 minutes and gives you a score out of 60 with specific dimension breakdowns.

Understand the full framework

Our AI Visibility Playbook walks through each dimension in detail: what affects the score, what to fix first, and how to prioritise based on your specific gaps.

See the benchmark data

The full AI Visibility Benchmark 2026 shows how 50 enterprise companies scored across 5 sectors, with methodology and sector-by-sector analysis.

Get a professional audit

If you want a comprehensive AI visibility assessment with a scored report and prioritised fix list, the AI Visibility Audit covers all four dimensions across Google AI Mode, Perplexity, and ChatGPT. Delivered within 48 hours.

The Question Nobody Is Asking

The real problem is not that companies are invisible to AI. It is that nobody in the organisation is checking.

SEO teams track search rankings. Paid teams track ad positions. Social teams track impressions. Nobody tracks whether AI recommends the company when a buyer asks for what they sell.

The companies that will close this gap first are not the ones with the biggest budgets. They are the ones that assign a single owner to the question: is AI recommending us?

If nobody in your organisation can answer that question today, the five minutes you just spent reading this post might be the most valuable thing you do this week.