What can you enrich?
Every row becomes its own prompt with that row's values substituted in, so the tool works on any kind of list. These are the patterns people reach for most, each with a working prompt, the exact columns it produces, and what it costs.
Enrich a company list with AI
Turn a column of company names into leadership, funding, headcount and positioning, researched from the live web one row at a time.
Enrich a lead list without a subscription
Export raw prospects from Apollo, lemlist or LinkedIn, enrich them with live research, and pipe them back into your sequencer.
Build a competitor matrix from a list of names
Give it a column of competitors and get pricing, positioning, target segment and differentiators back as structured columns.
Enrich a list of universities or schools
Rankings, acceptance rates, tuition and programme details for hundreds of institutions, without copying from a dozen tabs.
Track hiring signals across a list of companies
Open roles, the functions being hired, and the careers page URL: a decent proxy for where a company is investing.
Enrich any CSV with AI and web search
The generic case. If you can describe the column you want in a sentence, and the answer exists on the public web, this works.
No account, no card, no platform fee.
Bring your own API key and pay the model provider directly.
Start enriching, free