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Enrichment

Contact and company data enrichment

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98 questions in Enrichment

What's the best waterfall for finding work emails?

How can I find a mobile phone number for a US person using enrichment tools?

How can Clay be used to automate lead qualification for real estate agents?

Can you enrich Sales Navigator data before creating records in CRM?

Where does Clay pull company description data from when using Enrich Company?

How can I build a list of companies by non-webtech software stack in Clay without enriching every company?

Can I reuse an enrichment table setup for a different industry?

What's the most effective enrichment to find phone numbers?

How can I get all decision-maker details from a company into a single cell using Clay's Find People enrichment?

What enrichment order should I use to find email and LinkedIn URL when I only have first name, last name, phone, and company name?

Does Clay retry webhook automation runs when column enrichments hit API limits or timeouts?

Can I create both contacts and companies in HubSpot from Clay in a single enrichment?

What's the best way to filter and enrich CSV data while avoiding duplicate work on repeated contacts?

How do I process more than 50,000 rows on the Enterprise plan?

What's the best way to search for companies in specific counties using Company Enrichment?

What's the best approach to integrate Claude with Clay for AI-orchestrated, conditional contact enrichment workflows?

How can I work around Clay's 8KB cell size limit when exporting complete JSON enrichment data?

Can I use the Exa integration in Clay to return phone numbers?

How can I handle OpenAI rate limits on Tier 1 that are slowing down my Clay enrichments?

How can I update HubSpot records with enriched data without overwriting existing values, only filling blank fields?

Which data enrichment tools work best for LATAM prospecting?

How do I avoid enriching the same company multiple times?

How do I connect my ZoomInfo account for enrichment in Clay?

How can I automate sequential batching of GPT enrichments to avoid rate limits instead of manually running batches?

How do I select the best person from a list in an AI enrichment prompt?

How do I extract multiple contacts from a Find People enrichment to separate rows instead of getting duplicates?

How can I find people who left a specific company in the last 3 years using Clay?

What's the difference between send table data (export), send table data (enrichment), and Write to other table?

How do I group duplicate companies by name and location without deleting entries?

How should I set up Clay for insurance/displacement housing outreach before scaling to ensure credit efficiency and proper targeting?

What is the best data provider for mobile number enrichment?

Why does my AI prompt accuracy decrease when processing large batches (400+ companies) compared to small batches (1-10 companies)?

Interested in getting ideas from folks on the best approach

clayapollosalesforceclearbit+1

How can I find contact information for coaches on Instagram?

Hi, I was wondering, when nurturing a person getting their phone number, or linkedin profile, etc - while using multiple sources; if clay found a valid result from 1 source, it stops searching for tha

Support, what Apollo enrichment I have to use to find people from a company list

Does anyone know of a list provider for users of cloud software

clayapollozoominfocognism+1

I’m currently building a workflow to scrape comments from competitor posts and niche experts to find warm leads

What are cheaper alternatives to Upcell's pricing?

clayseamless.ai

Can web scraping tools extract reviews and contact info from G2 and Reddit?

I've been building prospect lists and noticed unexpected behavior with exclusions

Is there a way to merge rows while preserving data

How can I automatically fetch and build a list of LinkedIn company page followers?

Sorry if this has been asked before

claysalesforcen8nlemlist+1

Quick question for the group: Already checked company websites, LinkedIn descriptions, technical pages, job postings, and career listings — but there isn’t much volume for companies publicly mentioni

linkedinbuiltwithwappalyzer

i have a list of company names and job titles - how do i enrich to find the person

:wave: I am trying to run a workflow where I search for C-level execs first, and if results are less than X, fall back to VP / Director / Head roles

How to validate current employment across multiple company entities?

claysalesforcezoominfolinkedin

How do I find the audience of a LinkedIn post not from my company?

How do I prevent duplicate workflows from re-running enrichments on unfiltered data?

Also need help in this : I need to get a format needed for meta and google ad customer matching

how do I do a filter so that if there are more than two people at the company, it will put that other persons first name in a new column called "personalization" i want to run a campaing where the ho

How can I find a founder's email without knowing their name?

snov.iohunterprospeolinkedin

How can I enrich a large list of property owners with LinkedIn profiles and emails?

I am working on a Job Title Classifier for our marketing and sales teams with a goal of identifying IBP's and help job title/seniority groups for targeted automated messaging

How do I find seed distributors and build a TAM for agricultural companies?

clayoutreachlinkedinchatgpt+1

I’m struggling to do something that seems very basical

Question about HG Insights and the best way to optimize what I'm looking for

How can I find domains using a specific technology stack?

clayhubspotbuiltwith

How can I find past employees of specific companies using enrichment tools?

What are the best tools for automated job change tracking for key contacts?

How do I enrich data in one table with information from another?

We are looking to enrich 2MN records to find the email addresses against them

How do I get a list of VC and PE companies in Clay?

Can SOQL lookups be added inside a waterfall workflow?

Hey, I'm using HTTP API call to call Apollo's people search (https://api

clayapollolinkedin

Small number of customer outreach question I wonder about the best methods to reach out to a small pool of people

outreachmakelinkedin

Are credits refunded when data enrichment returns no results?

clayleadmagicsnov.ioclearbit

- I am using Apollo find people inside a table but Apollo has a rate limit of 200 a minute

Should I store HTML data in a column to save tokens during enrichment?

Should I use LeadMagic's API or Clay's native Enrich Person function?

All! Basic question - I am trying to enrich our Hubspot Company records with insights from our Gong call recordings. I was able to get the Gong call recording table created and enriched with the H

Which data enrichment tools are most reliable for company revenue data?

How has everyone been utilzing the new Clay enrichment inside of ChatGPT?

I'm new to Clay. Recently, I used the open jobs enrichment on an account list. I used Apollo, PredictLeads, and Clay's own find jobs enrichment feature. Got drastically differing numbers. Which n

what is the best source for SMB data? we're building custom lists across verticals and enriching...quite costly and time intensive! zoominfo and apollo seem a bit generic

I want to create a table that can ingest CSVs with varying column structure (e.g. downloaded from different lead databases), and identify the fields that matter to enrich with work email.

What does 'People Search Skipped' mean?

How do I prevent duplicate enrichments when working with regional subsidiaries?

Sorry if this has been asked before! I’ve used Clay as a solo user, but I’m now looking to roll it out to about 100 Sales reps globally.

! I am looking to enrich Salesforce lead records with data I am pulling from two different websites utlizing Clay and inserting data into newly custom created fields. Does anyone have insight or doc

What's the best way to build a clean lead list in Clay?

all. I am trying to figure out an automation whereby I have a daily list from hubspot sent to clay. I then only want to run enrichments on the top 20 rows - automatically. I don't want to run en

is the clay company enrichment able to pull the headline section of a company’s linkedin?

I have a column that contains a comma-separated list of URLs (e.g. https://a.com,https://b.com).

If I'm receiving data into a Webhook table, and I want to push that data to another table where all of my formulas and enrichments live, what's the best way to send it?

What's the most credit-efficient way to sync enrolled contacts to a separate analytics table?

I have a b2b api provider that only allows 600 calls per minute / 10 calls per second)

Can I extract attendee lists for events happening in 2026?

if i have multiple sources for a linkedin URL and i want to enrich the person, what's the best practice of cleanly doing it? I always build a formula that asks which of my columns has content and then

I have a source table on People that I am trying to enrich with data from Signals. Let's say for example I have 3 separate signals set up : 1 for recent promotions, 1 for specific keywords in recent p

Is it possible to create a list in clay based on specific techstack right from the start? Not talking about using enrichments later

does anyone know how to use Lemlist to enrich data and find phone numbers? Thanks!

I’d like to use TheirStack’s integration to identify the technologies companies are using, not just for job-related data. I wasn’t able to find this type of integration within Clay’s enrichment option

How can I automate CRM updates so sales reps don't have to do it manually?

How do I troubleshoot inconsistent AI enrichment results?

I am using LeadMagic's "Enrich Company" enrichment, which returns the headcount, and I would like to know what their sources are.

What's the best tool to enrich LinkedIn URLs with current title and location?