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How to use technographic data for enrichment
Paste your target account list
Drop in your target account list, including company names or domains. Sculptor enriches each row with a full tech stack profile.
Sculptor enriches each account with technographics
Sculptor appends technographic data to every company in your list, querying Clay's provider network for installed products, tool categories, and adoption signals. Claygent browses company sites to fill gaps where structured data is missing.
Finished table with company name and tech stack
The finished table has company name and tech stack profile per row. Sync enriched accounts to HubSpot or Salesforce, or pipe into your outbound tool to trigger sequences based on the tools each account runs.
Why Clay for using technographic data for enrichment
Multi-provider waterfall for tech stack coverage
Get a reliable tech stack profile on matched rows across your account list. Clay stacks providers in sequence, cheapest first, and only charges credits when one returns a result.
Claygent fills gaps from public signals
When structured providers miss an install, Claygent browses company sites, job postings, and engineering blogs to detect tool usage and return a confidence-rated result.
Auto-refresh keeps technographic data current
Flag records older than a set number of days and re-run your enrichment pipeline automatically on schedule, so tech stack profiles stay fresh without manual re-uploads.
Write enriched tech stack to HubSpot or Salesforce
Technographic fields map directly to your CRM columns via Clay's native HubSpot and Salesforce integrations, enabling account scoring and outreach triggers based on installed tools.
Clay is a game changer for marketing, data, and operations. We have 3x our enrichment rate with Clay’s combination of data providers. Clay makes it easy to use AI for GTM initiatives, unlocking new workflows that were infeasible before.
Frequently asked questions
How does Sculptor enrich companies with technographic data?
Type your target industry or tech stack into the prompt, for example "SaaS companies using Salesforce," and hit Generate. Sculptor queries HG Insights to match companies by technology usage, then runs a waterfall across multiple contact-data providers to find each Head of Marketing's verified email. Every row returns company name, tech stack details, and email in one table.
How accurate is technographic enrichment data in Clay?
HG Insights reports a 90% accuracy rate on technographic records across 13.2 million companies and over 22,000 tracked technologies. Clay's waterfall enrichment then pushes contact coverage from roughly 30% with a single provider to 80% or higher by querying multiple sources in sequence. You pay only for rows that return results, so low-confidence matches never cost you credits.
Can I enrich a whole company list with technographic data at once?
Yes. Paste a list of domains, upload a CSV, or pipe rows from an existing Clay table, and Sculptor enriches every row in bulk with tech stack data and Head of Marketing emails. Once enrichment finishes, push the completed table directly into HubSpot or Salesforce, or export as a CSV for outreach.
Is it legal to email contacts found through technographic enrichment?
In the US, the CAN-SPAM Act permits cold B2B email as long as each message includes a working unsubscribe link, a valid physical address, and truthful sender information. Penalties reach up to $53,088 per non-compliant email as of January 2025. In the EU, GDPR allows B2B outreach under the legitimate-interest basis of Article 6(1)(f), but you must document that basis and honor opt-out requests promptly.
Always check the rules for your jurisdiction before launching outreach campaigns.