Vainu Enrichment Agent is here, giving you a faster way to turn Vainu’s company data into insights at scale. Ever wanted to enrich a whole list of up to thousands of companies with one click of the button? Now you can. Whether you need account fit scores, company unique selling points, or financial insights, Enrichment Agent delivers them instantly across your whole list.
Run AI-powered prompts on up to thousands of companies at once
You can now apply the same AI prompts you use in individual company profiles to entire lists of up to thousands of companies in one go.
This is available now in preview for all Vainu users.
How to use it?
With the Enrichment agent, you start by building or selecting a list in Vainu. For example, you could create a list of Finnish companies that mention "loyalty program" on their website. Then you:
-
Create a simple, clear prompt for Vainu’s company research agent.
-
Review the auto-generated output schema.
-
Run the prompt across your list.
-
Preview results for a sample of 5 companies.
-
Export the full results to CSV or sync them into your CRM.
The output can include any fields you define, such as text, numbers, or categories, making it easy to create new, structured data points in bulk.
Example prompt:
Let’s say you want to evaluate the account fit for a set of companies and capture their unique selling points. You might write a prompt like this:
-
Background: You are a sales development rep for Vainu.
-
Task: Review the company and give it an account fit score between 0 and 100, plus a unique selling point in a maximum of 50 words.
-
Context: Vainu is a B2B company database ideal for companies that use HubSpot or Salesforce, have more than €5M in revenue, and have thousands of potential customers in the Nordic region.
Vainu’s company research agent will then return structured results like:
-
Account fit score (number)
-
Unique selling point (text, max 50 words)
You can then export these results for every company in your list and upload them to your CRM or other tools.
Which data sources does it use?
List Prompting works with the same official-source-first data as the company research agent:
-
Vainu Basic Data - Verified core company details from official registries.
-
Events - Real-time business signals like leadership changes, expansions, or funding rounds.
-
Website Content - Site text, technologies, and industry analysis from Vainu’s crawlers.
-
Financial Statements - The latest official filings.
-
Google Gemini - large language models.
You can choose exactly which sources to include in each run.
How to write a good list prompt
A clear, specific prompt gets you the best results:
✅ Detailed – Give the AI enough context to understand the task.
✅ Structured – State your goal and expected output format.
✅ Specific – Include constraints, definitions, and background.
What’s next for Vainu AI?
We’re constantly improving Vainu AI! Here’s what we’re working on:
✅ Vainu Segmentation Agent launch upcoming later in the year.
Vainu AI is getting smarter every day! We're continuously improving it with better data, more powerful prompts, and new features. Expect rapid enhancements, and stay tuned for exciting updates that will make Vainugent even more valuable for your workflow.