The prompt test
Ten questions your buyers ask, put to ChatGPT, Gemini, Perplexity and Google AI Overviews, and scored.
Free self-assessment
The AI Visibility Assessment
Find out whether ChatGPT, Gemini, Perplexity and Google’s AI Overviews name your business when buyers ask for a supplier. 10 prompts, 25 statements, about 45 minutes.
For engineering, manufacturing, mining, automation, process and industrial services businesses.
Why this assessment
Buyers now ask AI tools before they ask you
Engineers and procurement teams use ChatGPT, Gemini, Perplexity and Google’s AI Overviews to research problems, compare suppliers and build shortlists. When those tools don’t know your business, or describe it wrongly, you are left out before anyone visits your website.
This AI visibility assessment shows where you stand today: whether AI tools name you, how accurately they describe you and which of the signals they rely on are missing. Read why it matters in Why Engineering Companies Are Becoming Invisible in AI Search.
Try it now
Build your AI visibility test prompts
Fill in your details and the ten questions from Part A of the assessment are written for you. Copy each one into an AI tool and see whether your business comes up. Nothing you type here leaves your browser.
Your ten prompts
Prompts 1 to 6 test whether you are recommended. Prompts 7 to 10 test whether you are described correctly.
What it covers
A prompt test and five areas of AI visibility
Technical access
Can AI tools read your website at all?
Entity clarity
Can AI tell exactly who you are?
Answer-ready content
Do your pages answer the questions buyers ask AI?
Authority and proof
Would AI trust you enough to name you?
Accuracy and monitoring
Does AI describe you correctly, and do you check?
What you’ll get
- A score for each AI tool across the ten prompts
- A score for each of the five areas that decide whether AI can read, understand, trust and recommend you
- A clear order for what to fix first
- A baseline you can repeat every month
Who it’s for
- Engineering and industrial companies that want to be found by buyers using AI tools
- Businesses that rank on Google but never seem to appear in AI answers
- Owners, managing directors and marketing leads who want to know where they stand before they invest
Free download
Get the AI Visibility Assessment
You’ll get the download link straight away. No spam.
Thank you
Your assessment is ready
Thank you. The AI Visibility Assessment is ready to download.
When you’ve scored it, you’re welcome to book a free strategy session to talk through your result.
Questions
About the AI visibility assessment
01What is an AI visibility assessment?
An AI visibility assessment checks whether AI tools such as ChatGPT, Gemini, Perplexity and Google AI Overviews know your business, describe it correctly and name you when buyers ask for a supplier. This one is a self-assessment you complete on your own.
02Is the AI Visibility Assessment free?
Yes. You download it and complete it yourself. Nobody sees your answers unless you choose to share them.
03How long does it take?
About 45 minutes: around 30 for the prompt test and 15 for the 25 statements. Repeat the prompt test each month to see what changes.
04Do I need paid versions of the AI tools?
No. The free versions are enough. Answers can differ between free and paid versions, so use the same version every time you repeat the test.
05Why do AI tools give different answers each time?
AI answers change with the exact wording of a question, the tool, its version, your location and what you asked before. One answer tells you very little. That is why the AI visibility assessment uses ten prompts in four tools and asks you to score the pattern across all forty answers, not a single reply.
06How often should I repeat the AI visibility test?
Once a month is enough for most industrial companies. Use the same ten prompts, the same tools and the same versions each time, and write your scores in the grid so you can compare one month with the next. Changes you make to your website and listings can take weeks to show up in AI answers.
07Where should I start if my score is low?
Start with technical access, because AI tools cannot use pages their crawlers cannot reach. Then make your company facts consistent everywhere they appear, and then write pages that answer the questions your buyers ask. The last page of the assessment lists what to fix first for each area.
08What happens after I sign up?
You get the download link straight away. If you tick the box, you also get Pinnacle Insights. We will not call you unless you ask us to.
09Can you help me improve my AI visibility?
Yes. Book a strategy session to talk through your result, or see our GEO and AI Visibility service for how we do the work.
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