Automation and AI tools for GTM engineering
Prices checked on each vendor's site · Updated
The automation and AI tools GTM engineers build with include Apify, Claude Code, Make, n8n, OpenAI, Perplexity, Zapier, Clay, Exa and PhantomBuster. Automation and AI tools are the glue of a GTM engineering stack: they move data between systems, run scheduled jobs and, increasingly, let AI agents write and run the workflows themselves.
How do you choose the right automation and AI tool?
These are the criteria that matter most for automation and AI tools in a GTM engineering stack:
- Pricing per execution, operation or seat
- Self-hosting option and data control
- Number of native integrations and HTTP flexibility
- AI and agent capabilities
- Error handling and monitoring
How do the 10 automation and AI tools compare on price and Clay fit?
| Tool | Free plan | Starting price | Clay | Best for |
|---|---|---|---|---|
 Apify | Yes | Starter: $19/month, or $17/month billed annually | native | GTM engineers who need data no enrichment provider sells, such as local business listings from Google Maps, job posts from Indeed or LinkedIn, or reviews, and want it inside a Clay table without CSV exports. |
 Claude Code | No | Pro: $20/mo, or $17/mo with annual billing ($200 billed up front) | native | GTM engineers who write scripts, API integrations and data transformations and want an agent to build and run them from the terminal. |
 Make | Yes | Core: $9/month (annual) or $10.59/month (monthly) | zapier / make | GTM teams that want a visual, no-code builder for moving data between Clay, a CRM, a sequencer and Slack without hosting anything. |
 n8n | No | Starter (Cloud): €20/month | api | GTM engineers comfortable with webhooks, JSON and some code who want branching, looping and custom logic between tools like Clay, a CRM and a sequencer. |
 OpenAI | No | gpt-6-astra (API): $10.00 input / $1.00 cached input / $50.00 output per 1M tokens | native | GTM engineers running per-row AI columns in Clay (ICP fit scoring, job title normalisation, summarising a website, drafting a first line) who want to pick the model and pay OpenAI directly with their own key. |
 Perplexity | No | Sonar (API): $1 input / $1 output per 1M tokens, plus $5 / $8 / $12 per 1,000 requests | native | GTM engineers who need cited, current web answers per account in Clay, such as "Has this company announced a new office in 2026?", with the source URL to check the answer. |
 Zapier | Yes | Professional: From $19.99/month billed annually, or $29.99/month billed monthly | native | GTM engineers who need to get inbound events (a Typeform submission, a Calendly booking, a new HubSpot contact) into a Clay table without writing code or hosting anything. |
 Clay | Yes | Launch: From $167/mo (annual) or $185/mo (monthly) | native | GTM engineers building custom enrichment and qualification workflows that combine several data providers in one table. |
 Exa | Yes | API Starter: Free ($10 credits/month + $10 onboarding bonus) | native | ICPs that databases cannot filter, such as 'B2B SaaS companies hiring their first RevOps lead' or 'agencies that publish case studies about Clay'. |
 PhantomBuster | No | Start: €69/month, or €56/month billed annually (€672 a year) | native | GTM engineers who need fresh LinkedIn signal lists (post engagers, event attendees, Sales Navigator search exports) as an input to a Clay table rather than a static database. |
Apify
Web scraping and automation platform with 90,000+ ready-made scrapers (Actors), billed by usage or per result.
- 90,000+ ready-made Actors
- Pay-per-event Actor pricing
- Residential and SERP proxies
Free plan · Free; paid from $17/mo (annual)
Claude Code
Anthropic's agentic coding tool that reads files, runs commands and connects to tools via MCP, in the terminal, IDE, desktop and web.
- Terminal, IDE, desktop and web
- MCP servers for external tools
- CLAUDE.md, skills, hooks, subagents
$17/mo (annual) or $20/mo
Make
Hosted visual automation platform (owned by Celonis) that connects 3,500+ apps in scenarios billed by credits.
- Visual scenario builder
- 3,500+ app integrations
- Routers, filters and iterators
Free plan · Free plan; paid from $9/mo (annual)
n8n
Workflow automation platform with AI agent nodes, available as n8n Cloud or as a free self-hosted Community edition.
- Visual workflows with code steps
- 2,367 listed integrations
- AI agent workflows
Free self-hosted; Cloud €20/mo (annual)
OpenAI
Maker of the GPT models: a per-token API used inside Clay and automation tools, plus ChatGPT plans for teams.
- Per-token API pricing by model
- Batch and Flex at about 50% off
- Hosted web search tool
Pay-as-you-go API; ChatGPT Plus $20/mo
Perplexity
AI answer engine with cited web search, sold as Pro and Max plans and as a pay-as-you-go API (Sonar, Search and Agent API).
- Web answers with cited sources
- Pay-as-you-go Sonar API
- Search API from $1 per 1,000
Pay-as-you-go API; app Pro $17/mo
Zapier
No-code automation platform connecting 10,000+ apps with trigger-and-action Zaps, billed by completed tasks.
- 10,304+ app integrations
- Billed per successful action
- Webhooks by Zapier
Free plan · Free plan; paid from $19.99/mo
Clay
GTM data platform that combines 150+ data providers, AI research agents and workflow automation in spreadsheet-style tables.
- 150+ data providers in one place
- Multi-provider waterfalls
- Claygent AI web research
Free plan · Free; paid from $167/mo (annual)
Exa
AI-native web search API plus Websets, a tool that builds verified company and people lists from a natural-language description.
- Semantic web search API
- Full page contents for LLMs
- Websets ICP list building
Free plan · Free credits; Websets from $49/mo
PhantomBuster
Cloud automations (Phantoms) that extract and act on data from LinkedIn, Sales Navigator and 15+ other platforms, run on a time budget.
- LinkedIn and Sales Navigator exports
- Extraction from 15+ platforms
- Billed by execution hours, not seats
€56/mo (annual)
Which automation and AI tools have head-to-head comparisons?
- Clay alternatives in 2026: what to use instead, by use caseClay alternatives for 2026 grouped by job: all-in-one data, contact finding, waterfall enrichment and build-your-own, with prices checked October 2026.
- Clay vs Apollo: pricing, data and which one you needClay vs Apollo compared on price, data, sending and CRM sync, with a worked cost for 1,000 contacts a month. Prices checked October 2026.
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