When Buyers Ask AI for Vendors, Does Your Name Come Up?
Buyers ask assistants who to shortlist long before they visit a website. We write the nine questions a buyer in your market would ask, put them to ChatGPT and Gemini without ever naming you, and show you how often your company appears - and which competitors appear instead.
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We’ve prefilled the form below with the same details, so a new check takes one click.
e.g. payroll software, feature flag platform, product analytics platform
We read your homepage so the questions use your buyers' words.
Free, no email needed for the first result. Takes about 20 seconds.
While the snapshot is paused, you can still talk to us about how AI engines see your company, or listen to Frequency, our blog read aloud.
What Stands Out
Where you show up in the buying journey
Click a card to filter the questions below.
By engine
Who appears instead
Click a company to see the answers that name it.
Question by Question
Each row is one buyer question. Open it to read what each assistant answered.
Read Every Answer
The free result shows the totals. Add your work email to open every answer here, with your company highlighted wherever it appears, so you can see exactly what buyers are told.
- All 18 answers, question by question
- Your company highlighted alongside the other companies mentioned
- A private link to access this report for the next 30 days
What This Snapshot Is
We ask the models through their APIs with web search on, so the answers are close to what an assistant tells a buyer today, though the apps personalise and change daily. Nine questions per engine is a sample, not a census: read it as a snapshot of one moment, and run it again in a month to see the direction.
Questions About the Snapshot
Why do you never put my company name in the questions?
Because a buyer does not. If we handed the engine your name it would simply repeat it back, which measures nothing. We ask the category questions a buyer asks, then look for you in the answers.
How do you decide which questions to ask?
From what you sell and, if you give us your website, from how you describe yourself. A payroll software company gets questions about compliance, integrations and pricing; a product analytics platform gets questions about data, implementation and alternatives. Three questions for each stage of the buying journey.
What are the three stages?
Framing the problem is a buyer working out what they need. Building a shortlist is a buyer asking who to talk to. Choosing a vendor is a buyer asking who to buy from, at what price. Companies often appear at one stage and vanish at another.
Do you keep what I type?
We keep each result for 24 hours so a repeat run loads instantly. The report opens from its private link for 30 days, and we keep a copy for a year so we can refresh it for you if you ask. To keep the tool free, each connection gets a few checks a day, counted with a scrambled form of your IP address that expires within a day.
We Do This Work for Clients
COSEOM works with B2B brands on how they show up in AI answers. If your snapshot raises questions, a short call is a good place to go through them.
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