AI VISIBILITY
Is AI recommending your company to buyers?
AI visibility is whether platforms like Google AI Mode, ChatGPT, and Perplexity mention your company when buyers search for what you sell. Most enterprise companies are invisible. Here is everything you need to understand, measure, and fix it.
48%
of B2B searches trigger AI answers
94%
of buyers use AI during research
75%
of enterprise teams have adopted AI
15-25
average enterprise AI visibility score
THE DEFINITION
What is AI visibility?
AI visibility is whether AI-powered platforms mention, recommend, or cite your company when someone searches for your category, service, or expertise.
When a buyer searches "best enterprise marketing platforms in the UK" on Google AI Mode, the AI does not return ten blue links. It returns an answer. A curated shortlist of companies it considers relevant. If your company is on that list, you have AI visibility. If it is not, your competitors are getting the recommendation instead.
This is different from SEO. Search engine optimisation focuses on ranking algorithms, backlinks, and keyword density. AI visibility depends on a different set of signals: how well AI understands your company (entity recognition), whether independent sources mention you (citation breadth), and whether your content is structured in a way AI can extract answers from (content structure).
AI visibility is not a future trend. 48% of B2B searches already trigger AI-generated answers. 94% of B2B buyers use generative AI during their research process. The shift is happening now, and most enterprise companies have not adapted to it yet.
WHY IT MATTERS
The AI visibility gap
Enterprise marketing teams are investing heavily in AI internally. 86% are increasing AI budgets this year. Marketing departments saw the biggest spend jump at 64%, ahead of every other department.
But almost none of that investment is going into ensuring the company appears when AI is asked about its category. The result is a gap: companies are using AI to work faster while remaining invisible to the AI platforms that are shaping buyer decisions.
A quick test:
Search for 10 companies in your industry on Google AI Mode using category keywords. Count how many appear in the AI-generated answer.
In our testing, 7 out of 10 did not appear. Their competitors did.
THE FRAMEWORK
The 4 dimensions of AI visibility
AI platforms decide who to recommend based on four signal categories. Each one is measurable. Each one is fixable. Together they form a score from 0 to 100.
Citation Presence (0-25)
Does AI mention your company by name when someone searches for your service? This is the most visible dimension. Either you appear or you do not.
Entity Recognition (0-25)
Does AI correctly identify what your company does, who you serve, and what makes you different? Inconsistent descriptions across platforms confuse AI models.
Content Structure (0-25)
Can AI extract clear answers from your website content? JavaScript-rendered sites, vague hero sections, and missing schema markup make your content invisible to AI crawlers.
Citation Breadth (0-25)
Are you mentioned across multiple independent sources? AI platforms look for cross-platform consensus before recommending a company. One source is not enough.
CHECK YOUR SCORE
How to measure your AI visibility
The 60-second check
Open Google AI Mode (google.com, click AI Mode at the top)
Search "best [your service] in [your market]"
Read the AI-generated answer. Are you named? Are your competitors?
Repeat on Perplexity with the same query
Want a structured score?
The AI Visibility Scorecard rates your company across all 4 dimensions and gives you a score from 0 to 100 with a personalised breakdown.
Take the free scorecard| Score | Rating | What it means |
|---|---|---|
| 0-20 | Invisible | AI does not recommend you. Buyers using AI will not find you. |
| 21-40 | Weak | Partial visibility. Inconsistent presence across platforms. |
| 41-60 | Developing | Some foundations in place. Specific gaps to fix. |
| 61-80 | Strong | Appearing in most AI answers. Focus on maintaining. |
| 81-100 | Dominant | Consistently cited. AI treats you as a category authority. |
HOW TO FIX IT
Improving your AI visibility
Quick wins (this week)
- →Align your company description across LinkedIn, website, Google Business Profile, and directories
- →Add FAQ schema to your top 3 service pages
- →Check if your site is JavaScript-rendered (View Source; if content is missing from the HTML, AI cannot see it)
Medium effort (this month)
- →Restructure service page content so the first paragraph directly answers what you do and who it is for
- →Get listed in 5+ relevant directories (Clutch, G2, Google Business Profile, industry associations)
- →Publish 2-3 pieces on independent platforms (guest posts, industry publications)
Long-term (this quarter)
- →Build a content engine that generates independent citations through original research and data
- →Earn press mentions in industry publications
- →Monitor quarterly because AI visibility changes over time
ENTERPRISE
Why enterprise companies face unique challenges
Multi-product visibility
AI may cite your company for one product line but be completely unaware of others. Each product needs to be checked independently.
Brand vs product name
If your product has a different name from your company, AI may know one but not the other. Content must explicitly connect them.
Decentralised ownership
AI visibility sits at the intersection of brand, SEO, content, and product marketing. Most enterprise teams have no single owner.
JavaScript rendering
Enterprise websites often use frameworks that render content client-side. AI crawlers cannot execute JavaScript. The site appears empty.
GO DEEPER
AI visibility resources
AI Visibility Playbook
The full framework: 4 dimensions, scoring method, and prioritised fix list for enterprise teams.
Read the playbook →AI Visibility Scorecard
Interactive self-assessment. Score your company across all 4 dimensions in under 5 minutes.
Take the scorecard →7 AI Citation Signals
The specific signals AI platforms use to decide who to recommend. Prioritised by impact.
See the signals →The AI Visibility Gap
Research: why enterprise teams investing in AI internally are invisible to AI externally.
Read the research →GET YOUR SCORE
Want the exact number?
GTM Signal Studio runs AI Visibility Audits for companies that want precision, not guesswork. 4 dimensions, scored 0-100, prioritised fix plan, PDF delivered within 48 hours.
£297
Get your AI Visibility Audit