TL;DR — Clay is excellent and probably overkill for most enrichment jobs. Its credit + waterfall model is built for revenue teams running 100+ data sources inside one no-code table. If your job is "I have a list of domains, give me the firmographics and contacts," you're paying a platform tax for a workbench you won't use. A pay-per-use actor bills per row and answers to your code.
What Clay actually is (and why it costs what it costs)
Clay is not an enrichment API. It's a spreadsheet-shaped go-to-market workbench. You build a table, add columns, and each column runs an "enrichment" — pull firmographics, find an email, score a fit, draft outreach copy with an AI prompt. Its headline feature is the waterfall: for one field like "work email," Clay tries provider A, and if A whiffs it falls through to B, then C, until something sticks. With 100+ integrated providers behind it, the hit rate is genuinely high. That breadth is the product.
It's also why the pricing works the way it does. Clay charges a monthly platform fee per plan tier plus a credit allowance, and every action a column performs spends credits. Crucially, a waterfall that tries three providers can spend credits at each hop, so the cost of one usable enriched row is usually a multiple of the headline credit price. Run the table, realize a filter was wrong, re-run it — credits spent again. None of this is a scam; it's just the economics of fanning out across many paid data vendors and reselling that access in a friendly UI.
Where that model bites smaller jobs
The friction isn't the quality. It's the shape of the cost:
- You pay for a platform you barely touch. If you use 2 of Clay's 100+ providers, you still carry the monthly fee that makes the other 98 available.
- Credits are an abstraction you have to model. "How many leads can I enrich this month?" has no clean answer because waterfall depth, AI columns and retries all consume at different rates.
- There's a real learning curve. Clay is powerful precisely because it's deep — formulas, lookups, conditional runs, integrations. Teams genuinely spend days getting fluent. That's worth it if Clay is your GTM hub; it's pure overhead if you wanted three fields back.
- It wants to be the workspace. Clay shines when your sequencing, scoring and copy all live in the table. If your system of record is your own database, you're exporting in and out.
The leaner path: a pay-per-use enrichment actor
The alternative is to drop the workbench and keep just the enrichment step. Our company-enrichment actor on Apify takes a list of domains or company names and returns firmographics, detected tech stack and contact signals as plain JSON. You're billed for the run — per row of compute — not for a seat in a platform and not in opaque credits. It has a REST endpoint, so it answers to a cron job, a backend service or a one-off script, not to a UI you have to learn.
curl -X POST "https://api.apify.com/v2/acts/renzomacar~company-enrichment/run-sync-get-dataset-items?token=YOUR_TOKEN" \
-H "Content-Type: application/json" \
-d '{
"domains": ["stripe.com", "notion.so", "acme.io"]
}'
What comes back is a clean array you drop straight into your CRM, a notebook, or a Google Sheet via CSV export. No table to maintain, no formula language, no monthly minimum staring at you when you don't run anything for two weeks.
Side by side, honestly
| Dimension | Clay | Pay-per-use enrichment actor |
|---|---|---|
| Core nature | No-code GTM workbench (spreadsheet UI) | Single-purpose enrichment endpoint |
| Pricing shape | Monthly platform fee + credit allowance; waterfalls spend per provider hop | Pay per run / per row of compute, no monthly minimum |
| Data breadth | 100+ integrated providers, deep waterfalls — very high hit rate | One enrichment source; covers firmographics, tech stack, contact signals |
| Cost predictability | Hard to forecast (depth + retries + AI columns vary) | Roughly linear in rows processed |
| Learning curve | Real — days to get fluent | Minutes — POST domains, read JSON |
| Built for | RevOps teams running scoring, sequencing and copy in one place | Devs and operators who want enriched rows in their own stack |
| Re-running a mistake | Spends credits again | Cheap re-run, same flat per-row cost |
So which should you pick?
Choose Clay if it's your GTM command center — you live in the table, you need 100+ providers and waterfall coverage, and the credit cost is justified by the pipeline it produces.
Choose a pay-per-use actor if enrichment is a step inside your own system, your volume is bursty or modest, you want costs that track usage instead of a subscription, and you'd rather call an endpoint than learn a workbench.
Try enrichment without the credit math
Send a list of domains, get firmographics, tech stack and contact signals back as JSON. Pay per run on Apify's free-tier credits to start — no seat, no monthly floor.
Open the company-enrichment actor → Or get done-for-you leadsDisclosure: links to Apify on this page are affiliate links. If you create a paid account through them we may earn a commission, at no extra cost to you. We recommend the actor because we build and ship it on Apify ourselves. We are not affiliated with Clay; product details reflect its publicly described credit and platform model and may change.