Layrcake or ZoomInfo for AI agents?
Choose Layrcake when your agent needs to go from a brief to an approved campaign in one connection. ZoomInfo's GTM AI calls itself "Real-time GTM infrastructure for AI agents" and centres on ZoomInfo's company, contact and intent data plus AI research (gtm.ai). Layrcake covers the data and everything an outbound agent does next: checking every address, reading public posts and the people who engaged, drafting and launching campaigns, and reading replies.
| Layrcake | ZoomInfo GTM AI | |
|---|---|---|
| What it is | Go-to-market infrastructure for AI agents: data through to approved sends | Company, contact and signal data through one API, plus Context Agents |
| To start | 300 free credits, no card | 1,000 data and 1,000 AI credits free, no card |
| Pricing after that | $0.01 a credit, pay per result; top up from $20 | Pay-as-you-go from $20; data credits listed at $0.38 each at the $1,000 spend tier; AI credits $0.05 |
| A lookup that finds nothing | Free | Search, lookup and find-similar are free; a charge on an empty enrich is not stated |
| MCP server | mcp.layrcake.dev/mcp · OAuth or key · 22 tools | mcp.zoominfo.com/mcp · OAuth · data and research tools |
| Sending and replies | Drafts and launches campaigns after approval, provisions mailboxes, reads and answers replies | Send tools not listed in its MCP tool list |
ZoomInfo facts from gtm.ai/pricing and docs.gtm.ai, checked 18 October 2026.
How do the prices compare?
Both start free and charge as you go, with different units. ZoomInfo's GTM AI counts "1 credit = one company, contact, or intent record enriched or exported", listed at $0.38 a credit at its $1,000 spend tier, with search, lookup and find-similar free and each data point charged "once per data point, per 12 months" (GTM AI pricing).
Layrcake prices each result in credits of $0.01: 0.25 per person from a search, 5 per work email found, 1.25 per verification, 9 per sourced company research, and nothing for a lookup that finds nothing (Layrcake pricing). Every response reports its exact charge, so an agent can stay inside a budget call by call.
What happens after the data?
A list is the start of outbound, not the end. In one Layrcake conversation, Claude carries on past the data:
| Step | Layrcake tool | Detail |
|---|---|---|
| Check every address | verify_email | 16 found, 15 kept after the second check |
| Find a reason to write | find_posts, research_company | 15 of 15 leads with recent activity |
| Draft the campaign | create_campaign | Three-step sequence, 15 leads, 0 credits |
| Launch it | launch_campaign | Preview and approval link; a person approves |
| Hear back | get_replies, reply_to_thread | Replies sorted; answers drafted for approval |
Run of 1 October 2026: 20 heads of sales to 15 ready-to-send drafts for 145 credits.
Every extra connection is more tools for the model to choose between. One connection that covers the loop keeps the agent's context small and its choices simple.
Which fits your team?
Layrcake fits founders, agencies and teams who want an agent to run outbound end to end, paying per result with no contract. If your company already runs on ZoomInfo's data and wants its enterprise packages, its MCP brings that data into Claude, and Layrcake can sit alongside it for the outbound loop.
To try Layrcake, add https://mcp.layrcake.dev/mcp as a connector in Claude and sign in: setup takes about two minutes.
Questions people ask
Does ZoomInfo have a free plan for AI agents?
Yes. On 18 October 2026 ZoomInfo's GTM AI offered 1,000 data and 1,000 AI credits free with no card, then pay-as-you-go from $20, with MCP, API and CLI access included.
Does ZoomInfo work with Claude?
Yes. ZoomInfo runs an MCP server at mcp.zoominfo.com/mcp with OAuth and is available in Claude's connector directory.
Is Layrcake a ZoomInfo alternative?
For agent-run outbound, yes. Layrcake covers finding people, verified emails, buying signals, public posts, research, campaigns and replies from one MCP connection, paid per result.
How much does a work email cost on Layrcake?
5 credits ($0.05) when found; nothing when not found. Verification is 1.25 credits.