Key takeaways
- The use-case owner in the business is the champion; IT, security and legal are reviewers.
- Buyers ask whether you train on their data before they ask about features.
- A first touch that describes one workflow lands better than a list of capabilities.
- A narrow pilot with a success measure the buyer sets is easier to approve.
Who should an AI company target first
An AI company should target the person who owns the outcome of the process it changes. For an AI support tool that is the head of customer support; for document extraction it is the head of finance operations or claims; for a sales tool it is the head of sales or RevOps.
The CTO, CISO, data protection officer and legal team matter, but as reviewers. Approaching them first tends to start a technical evaluation with nobody in the business pushing for it.
How do you sell an AI product to businesses
Sell an AI product by describing one workflow as it runs today and as it would run with your product, including which steps a person still checks. Buyers have seen many demos; a concrete before and after for their own process is rarer.
Then propose a narrow pilot: one team, one process, a short period and a success measure the buyer chooses. A small, reversible step is far easier to approve than a platform decision.
What do buyers ask about data and model training
Buyers ask whether their data trains your models or anyone else's, how long you keep it, where it is processed and which model providers and subprocessors see it. Answer each in plain words and put the answers in your contract.
Expect these questions before the first meeting, not after the pilot. A one-page data use summary attached to your first reply removes the most common reason for silence.
How does regulation shape an AI company's go to market
Regulation shapes go to market because buyers need to know which obligations your product brings them. The EU AI Act sets obligations for AI systems according to their risk level, with stricter duties for some uses such as certain hiring and credit decisions, and GDPR applies wherever personal data is processed.
Know how you classify your own product and be ready to explain it. Confirm the classification and your contract terms with your adviser rather than guessing in a sales email.
Which signals show a company is ready for an AI tool
A company is ready when a manual process is growing faster than the team that runs it. Several open roles in one operational team, a public statement about an AI programme, a new head of operations or a backlog mentioned in reviews or forums are all signs.
Readiness also needs data. A company whose process lives in documents, tickets or emails it controls can pilot quickly; one whose data is scattered across paper and private spreadsheets will struggle.
How to generate B2B leads for an AI company, step by step
Start with one use case and the role that owns it.
- Name the one use case you automate best and the job title that owns its outcome.
- List companies where that process is large, by industry, headcount and region.
- Look for a sign of pressure, such as open roles in that team or a stated AI programme.
- Write a first message that describes the workflow before and after, in the buyer's terms.
- Attach a one-page data use summary and offer a narrow pilot with a measure the buyer sets.
Where Pebbles Ai fits
- CapabilityProspecting & customer recordsFind use-case owners such as a head of support or finance operations by role and location at up to ten named companies a run, with work emails where found and a confidence score.
- FoundationCompany IntelCompany Intel keeps your offerings and approach in one place, so every draft explains the same workflow and the same data answers.
Common questions
Should AI startups sell to the CTO?
Usually not first. Start with the business owner of the use case and bring in the CTO and security team as reviewers once there is a champion.
How should you answer 'do you train on our data'?
Plainly, in one sentence, and the same way your contract does. If the answer has conditions, state them up front rather than in a footnote.
Is a free pilot a good idea for an AI product?
A short, scoped pilot can be, if the buyer commits time and agrees the success measure in advance. Open-ended free pilots rarely turn into decisions.
About this page. Written by the Pebbles Ai team for people who run sales, marketing and growth. Last updated .
