Clay
Enrichment orchestration layer connecting 100+ data providers with sequential waterfall workflows.
Enrichment orchestration layer connecting 100+ data providers with sequential waterfall workflows.
Primitives
- Provider type
- aggregator
- Core dataset
- Enrichment orchestration layer connecting 100+ data providers with sequential waterfall workflows.
- Pricing model
- freemium
- Founded
- 2017
- HQ country
- USA
Enrichment orchestration layer connecting 100+ data providers with sequential waterfall workflows.
Why GTM teams care
Lets GTM teams build complex multi-source enrichment pipelines with credit-based usage.
What this means
- Social listening workflows that monitor brand, competitor, and industry mentions across platforms like LinkedIn and Reddit.
- Data enrichment tasks for maintaining firmographics in CRM systems, enabling clients to keep their Salesforce updated without additional costs.
- Automating the extraction and enrichment of data from websites for company profiles, maximizing efficiency for large datasets.
What people are saying about Clay
Real quotes from 5 cited sources across review sites, blogs, Reddit, HN, X, and community forums.
“Clay is the most powerful enrichment orchestration tool on the market — and also the most expensive way to find an email address. A single lead might use 5-15 credits ($0.15-1.12 per lead).”
“When cost per credit is 6x higher than a solid alternative, the math speaks for itself. Many find the credit system too expensive compared to other options.”
“Clay takes several weeks to fully master, with teams typically spending 20-40 hours building their first production-ready enrichment workflow.”
“If you have a RevOps team that can build and maintain enrichment workflows, Clay delivers data coverage that no single provider can match.”
“Clay has 4.9/5 on G2 based on 200+ reviews. The waterfall approach and unlimited seats make it compelling — but the credit burn is real.”
Frequently asked
What is Clay?
Enrichment orchestration layer connecting 100+ data providers with sequential waterfall workflows.
What is Clay best for?
Teams use Clay for Social listening workflows that monitor brand, competitor, and industry mentions across platforms like LinkedIn and Reddit, Data enrichment tasks for maintaining firmographics in CRM systems, enabling clients to keep their Salesforce updated without additional costs, and Automating the extraction and enrichment of data from websites for company profiles, maximizing efficiency for large datasets.
What do public references say about Clay?
The cited source set leans positive, with 2 positive references out of 5. Deepline tracks 5 cited sources for this provider entry.
What should teams check before choosing Clay?
Frequent issues with data pulls and refreshes, with some users experiencing delays of up to 28 hours, Problems with API integration and key verification are evident, causing frustration among users who rely on smooth connectivity, and Constraints related to switching accounts leading to session conflicts have led to corrupted tables for some users, limiting the ease of accessing multiple workspaces.
What alternatives should teams compare with Clay?
Teams commonly compare Clay with Clearbit, which is currently used by some users for firmographic data integration, PhantomBuster and TexAu, though there are warnings against their usage due to potential account bans, Apify for web scraping tasks, especially for platforms like LinkedIn where official APIs are lacking, and cargo.
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Pros
- Clay allows for flexible table structures that can integrate with various data sources and enrichment tools.
- Community members cited the ability to automate workflows, pushing data into Slack channels and maintaining dynamic updates as a significant strength.
- Clay's enrichment capabilities are versatile, allowing users to automate processes for both new and existing data, aimed at improving efficiency and data accuracy.
Cons
- Frequent issues with data pulls and refreshes, with some users experiencing delays of up to 28 hours.
- Problems with API integration and key verification are evident, causing frustration among users who rely on smooth connectivity.
- Constraints related to switching accounts leading to session conflicts have led to corrupted tables for some users, limiting the ease of accessing multiple workspaces.
- Category
- Waterfall & Workflow
- Community mentions
- 867
- Sentiment score
- Neutral (0.20)
- Website
- www.clay.com
Questions mentioning Clay
20 questions reference this provider.
What is the best first GTM workflow to build with an agent?
“...e Code for GTM: The Definitive Guide](/blog/claude-code-gtm-guide) - [Clay Tools Waterfall Enrichment Playbook](/blog/clay-tools-waterfall-enrichment) - [How to Build Production GTM Ag...”
What are good use cases for Claude Code in sales?
“...ead Enrichment & Qualification **Workflow:** - Integrate Claude with Clay or n8n to process raw lead lists - Claude analyzes company websites, LinkedIn profiles, and news articles - A...”
How do I find LinkedIn URLs when I only have name and company?
“**Clay waterfall approach (most accurate):** 1. **Prospeo LinkedIn enrichment** - finds profile from name + company...”
Should I use multiple domains or an all-in-one platform for email warming?
“...sending in a single platform - No need for separate sending tools **Clay** - Better for high volume - Requires a separate sending tool - Designed for teams sending 500+ emails daily...”
What are the best AI outbound sales tools that integrate with HubSpot?
“...domain reputation - Build an "Intelligence Layer" using tools like **[Clay](https://www.clay.com)** or **[Make](https://www.make.com)** ### Optimal Workflow: 1. Use AI to conduct pros...”
What are affordable alternatives to 6sense for B2B demand generation?
“...for most teams. ### Cost-Effective Alternatives **Mid-Range Option: Clay + Intent Data** - **[Clay](https://clay.com)** ($500-2K monthly) for data enrichment, scoring, routing, and a...”
How can I use LinkedIn Sales Navigator "connections of" search results as an external list source in Clay?
“...al account. Workaround that actually works: 1. Use Chrome extension (Clay Clipper or Upcell) to grab profiles one-by-one 2. Export to CSV, import to Clay But real talk - if your list...”
How can I fix inaccurate job titles returned by people search when compared to actual LinkedIn profiles?
“...e LinkedIn data. Adds ~$0.02/contact but worth it for accuracy. 2. **Clay's LinkedIn Profile Scraper** - free, pulls real-time data. Use this for lists under 1,000. 3. **AI normaliza...”
How do I process more than 50,000 rows on the Enterprise plan?
“# Processing More Than 50,000 Rows on Enterprise Plan Clay's **Enterprise plan** offers two main approaches for processing large datasets: ## 1. Bulk Enrichment (Recom...”
Why does importing a Salesforce report with multiple objects create duplicate rows?
“...pearance is paired with different payment and application records - **Clay** treats each row combination as distinct, causing massive duplication **Solution** During import setup, se...”
Can I enrich emails with just a name and LinkedIn profile URL?
“...company name from the LinkedIn profile's employment history 2. Use **Claygent** or Google search to find the company domain 3. Submit: full name + company name + LinkedIn URL to your...”
Which data enrichment tools work best for LATAM prospecting?
“...Tools for LATAM Prospecting ## Recommended Waterfall Approach Use **Clay** with the following sequential provider combination for optimal coverage: 1. [Kaspr](https://www.kaspr.com/...”
How do I integrate Clay-generated messaging into Salesloft templates?
“## Integrating Clay-Generated Messaging into Salesloft Templates ### Two Main Approaches 1. **Map Individual Paragraphs to Dist...”
How do I select the best person from a list in an AI enrichment prompt?
“...- Wrap dynamic column references in quotes 3. When working with **Clay** tables: - Use the 'create and modify content' use case - Add list data in the JSON body section ###...”
What tools can automatically analyze sales call recordings for coaching feedback?
“...(https://www.gong.io) to capture and store recordings 2. Connect via [Clay](https://www.clay.com) integration to extract transcripts and convert to PDFs 3. Upload PDFs to [NotebookLM](...”
Can web scraping tools extract reviews and contact info from G2 and Reddit?
“## Web Scraping Reviews and Contact Info from G2 and Reddit **Claygent AI Web Scraper** capabilities: ### G2 Scraping * Can extract publicly visible reviews * Limited contact...”
How do I handle API data that exceeds the per-cell data limit?
“...Per-Cell Limits When an **API response** returns data that exceeds **Clay's per-cell data limit**, it's typically due to large arrays or lengthy text strings. ### Solution: Reduce Pa...”
Is there a way to find *all* possible domains related to a specific company based on details like: legal name, alias, parent company, regional branches, etc
“...hierarchy data from 1. Hit Horizons (EMEA-specifc) 2. HG Insights 3. Claygent 1. Aggregate and deduplicate using a Claude reasoning prompts to combine results from all providers into...”
Can I use IP address data from web traffic to find people by location?
“...mpany source 3. Set your search filters (titles, experience, etc.) 4. Clay will use the **company domains** (not IPs) from the de-anonymized web traffic to find people ## The Process...”
How can I find a founder's email without knowing their name?
“...finding the email. ## Alternative: Web Research + Enrichment Use **Claygent** to conduct web research based on the domain to identify the founder, then enrich for their email using...”
Run a Deepline workflow after researching Clay
These public play pages include concrete inputs, outputs, workflow steps, and CLI instructions for running or forking a Deepline play.
Community signals
Community discussions and reviews from the last 30 days.
Clay reference from MarketBetter
Clay is the most powerful enrichment orchestration tool on the market — and also the most expensive way to find an email address. A single lead might use 5-15 credits ($0.15-1.12 per lead).
Clay reference from Lindy Blog
When cost per credit is 6x higher than a solid alternative, the math speaks for itself. Many find the credit system too expensive compared to other options.
Clay reference from ReachStream
Clay takes several weeks to fully master, with teams typically spending 20-40 hours building their first production-ready enrichment workflow.
Clay alternatives reference from Bloomberry
Bloomberry compares Clay with other GTM tooling and calls out the tradeoff between Clay's visual enrichment workflow and teams that need orchestration, clearer pricing, or code-first control.
Clay reference from ColdReach
Clay has 4.9/5 on G2 based on 200+ reviews. The waterfall approach and unlimited seats make it compelling — but the credit burn is real.
All opinions are community-sourced from real GTM practitioners. No vendor can claim or edit this page.