Enrichment
Add columns that run on every row, how usage and limits work, and why cells come back blank.
Run your first enrichment
Add your first enrichment column in Manycrawl: pick a type, choose the input column, and let it run on every row.
Find emails on each website
Add a column that reads each company's website and returns the email addresses published there, with where it found them. No key needed.
Find a person's email with Findymail or Icypeas
Three columns find a work email from a company domain and role, a LinkedIn profile, or a name. Needs your own Findymail or Icypeas key.
Analyze and write with AI
Add a column that runs your prompt on every row, using other columns as input, with your own OpenAI, Anthropic or Google key, or a local Claude Code or Codex.
Classify: yes or no, pick one, or score
Answer a fixed kind of question for every row, yes or no, one option from a list, or a score, with a confidence value you can filter on.
Scrape: read each row's web page
Add a column that opens each row's website and fills in the title, text, links, social profiles, emails, phone numbers and more. No key needed.
Crawl: follow links across a site
Start from a website address and discover the other pages on the same site, adding each one as a new row. Set how many pages and how deep.
Tech stack, social profiles and company data
Three ready-made columns: the technology a site runs on, the social links it publishes, and a company's size, industry and open jobs from LinkedIn.
Email provider finder: check a domain's mail setup
See which provider runs a company's email, whether SPF, DKIM and DMARC are set up, and whether a security gateway sits in front. Nothing is sent to the address.
Clean up company and personal names
Tidy messy names before you write to people: strip legal suffixes and junk from company names, and remove emojis, pronouns and titles from personal names.
Split, merge and extract text
Break a cell into several columns, join columns into one, or pull email addresses out of a block of text. All free of keys.
Ads columns: is this company advertising?
Check whether a company runs ads on Google, Facebook or LinkedIn, how many, and for how long, as a signal that it has a marketing budget.
Site Agent and Web Agent: ask a question for every row
Let an AI agent browse a company's own site, or search the web, and answer your question for every row. What each does, its settings and its costs.
Control what a run costs
Use filters, run conditions and the run menu so an enrichment only runs on the rows you want, and stop one that has started.
How credits and usage limits work
How actions and usage limits work in Manycrawl: what counts as an action, what the Free plan includes, when it resets, and where to see your usage.
Why is my enrichment returning blank results?
Why enrichment cells come back blank in Manycrawl and how to fix it: the input column, an active filter, a run condition, private data, or a blocked request.