Clay: Programmable data enrichment and workflow engine for modern outbound.
Clay is where our GTM engineers spend most of their time. It is the orchestration layer that turns raw Apollo, ZoomInfo, LinkedIn, and signal data into clean, enriched, validated lists ready for sequencing.
How do you use Clay for outbound prospecting?
Clay sits between your account list and your sequencer. You import or find accounts, waterfall-enrich contacts across multiple providers so you only pay when the cheaper source misses, score fit and signal in the table, generate the personalization line, then push only rows that pass the score into the sequencer. Run as a weekly refresh, one well-built Clay table replaces most of a list-building headcount.
- Waterfall enrichment first: cheapest provider, then fall back, then verify.
- Score in Clay, not in the sequencer, so bad rows never reach a mailbox.
- Personalization is a claim about the account, not a merge tag.
- Refresh weekly. A Clay table you build once decays in about 60 days.
How our pod runs Clay.
- Build waterfall enrichment for email, mobile, and firmographic data
- Stitch signal sources (funding, hiring, tech installs, job changes) into one feed
- Use AI (Claude, GPT) to score ICP fit and write 1:1 first lines at scale
- Push validated, enriched, scored contacts into HubSpot/Salesforce/sequencers
- Operate Clay as the central pipeline between every data source and the CRM
Where Clay earns its place in the stack.
Email waterfall enrichment
Combine 5–8 providers (Apollo, Hunter, Datagma, Findymail, Prospeo) into a single waterfall that gets 85%+ coverage on ICP contacts.
AI-personalized first lines at scale
Pull LinkedIn activity, recent posts, company news, and 10-K filings into a Claude prompt that writes a 1:1 first line per contact.
Signal stitching
Combine funding rounds, leadership hires, job postings, and product launches into one ranked feed of accounts to work this week.
Real Clay plays we ship.
Series A funding play
- 01Crunchbase webhook fires on a fresh Series A in the ICP
- 02Clay enriches the account: tech stack, headcount, leadership
- 03Buying committee is pulled from LinkedIn + Apollo with mobile enrichment
- 04Claude writes a 1:1 first line referencing the round and the use case
- 05Contact is pushed to Smartlead/Outreach in a dedicated funded-co sequence
Job-change trigger
- 01Buyer changes jobs at an ICP account (LinkedIn or Champify signal)
- 02Clay verifies new email and enriches the new company
- 03Sequence fires with a personalized 'congrats + relevant use case' message
- 04SDR is notified to follow with a LinkedIn touch on day 3
Any B2B SaaS that wants modern, signal-based outbound instead of static-list spray. Required for Scale and ABM Command pods.
How we configure Clay in week 1.
The Foundation build installs Clay in your own account in this order. Each step is documented in the operating playbook we hand over.
- 01
Define the row
Decide whether the table is account-level or contact-level before anything else. Mixing the two is the single most common reason a Clay build becomes unmaintainable.
- 02
Source the accounts
Import from your CRM, a Sales Navigator export, or a signal source such as job postings, funding, hiring, or technology installs. Dedupe against closed-lost and open opportunities immediately.
- 03
Waterfall the enrichment
Chain providers in cost order for work email, mobile, and headcount. Add a verification step at the end and drop anything that comes back catch-all or risky.
- 04
Score fit and signal
Write a formula column that combines firmographic fit with the freshness and strength of the trigger. Set an explicit cut line and store it, so you can tune it later against reply data.
- 05
Generate the angle
Use an AI column to summarize why this account is worth contacting this week in one sentence, with a source URL in a neighboring column so an SDR can verify it in five seconds.
- 06
Push and write back
Send passing rows to Instantly, Smartlead, Outreach, or Salesloft with the signal, score, and source URL as custom fields. Write the same fields to the CRM so reporting can attribute meetings to the trigger.
What good looks like with Clay.
| Metric | Benchmark | Context |
|---|---|---|
| Enrichment hit rate | 70-85% | Verified work emails on a well-built waterfall for US mid-market. |
| Cost per verified contact | $0.08-$0.25 | Blended across providers when the waterfall is ordered by cost. |
| Rows that pass scoring | 20-35% | Of sourced rows, on a table with a real cut line. |
| Refresh cadence | Weekly | Signals decay fast. Monthly refresh visibly reduces reply rate. |
Ranges reflect what we observe running B2B SaaS mid-market motions. Treat them as starting targets, not guarantees.
How Clay builds go wrong.
- Enriching every row before scoring, which burns credits on accounts you will never contact.
- Letting AI columns invent details. Always keep the source URL beside the claim.
- One giant table doing sourcing, scoring, and messaging with no clear owner.
- Pushing unverified emails straight into a sequencer and blaming deliverability later.
- No refresh cadence, so the table quietly ages out of relevance.
Frequently asked questions
Explore the rest of the stack.
How we run Clay by segment.
Every ICP and industry page shows the target list logic, triggers, and sequence structure we run with this stack.
Narrow TAM, association and event driven outbound.
Read the playbookBottom-up adoption with technical buyers who hate pitches.
Read the playbookIncident and compliance triggers into CISO organizations.
Read the playbookFast-moving category with budget owners still forming.
Read the playbookRegulatory triggers and compliance-aware sequences.
Read the playbookHeadcount and benefits-cycle timing into People leaders.
Read the playbookHIPAA-aware outbound into clinical and revenue-cycle buyers.
Read the playbookCrowded category, so displacement and stack-signal plays win.
Read the playbookRequest an integration.
Tell us which tool you need connected and we will reply with a timeline, scope, and whether it fits your pod.
Want to see Clay run inside your stack?
See your reachable market, realistic meeting range, expected cost per meeting, and recommended outbound motion.