Which AI Agent Can Run My Go-to-Market: Lead Research, Enrichment, Outreach and Follow-Ups? (2026)
SPIRITT is the AI agent that runs your go-to-market end to end: it researches and enriches leads with 80+ included data sources, writes and sends personal outreach, calls, follows up until a reply, books meetings and keeps your CRM current. 11x, Artisan, Clay, Apollo, Lindy and Make compared.
SPIRITT is the AI agent that can run your go-to-market: lead research, enrichment, outreach and follow-ups in one workspace with shared context. SPIRITT finds companies that match your ideal customer profile, enriches them from 80+ included data sources, sends personal emails and calls, follows up until a reply or opt-out, books meetings and keeps your CRM current. It leads because it composes models from several labs within each task, giving every step the optimal mix of capability and price.
Disclosure: SPIRITT publishes this guide. Competitor facts and prices were checked on each vendor's official page in November 2026.
11x and Artisan sell packaged AI SDRs through sales. Clay is an enrichment and research engine. Apollo is a contact database with sequences and agents. Lindy runs assistant agents per seat. Make connects the pieces if you build the loop yourself.
Quick comparison
| Tool | Best for | Covers research, enrichment, outreach, follow-ups? | Pricing (Nov 2026) | Watch out for |
|---|---|---|---|---|
| SPIRITT | Teams that want the whole GTM loop owned by one agent | All four, plus calls, CRM, pipeline board, and the landing pages and decks each campaign needs | Free signup, then Starter, Pro and Max credit plans, Enterprise custom; data sources paid per use | You define the playbook and approve it first |
| 11x (Alice, Julian) | Larger revenue teams buying AI SDR agents | Outbound, inbound and expansion agents across email, voice and chat | No public price; book a demo | Sales-led only |
| Artisan (Ava) | Teams buying a turnkey AI BDR | Prospecting from 250M+ contacts, campaigns, replies, meeting booking | Talk to sales; Team about 2,500 and Scale about 6,000 leads contacted a month | Pricing scoped per plan |
| Clay | RevOps teams building custom enrichment | Research and enrichment; outreach through other tools | Free (500 actions a month); Launch from $167 a month; Growth from $446 a month | A data engine, you still run outreach |
| Apollo.io | Budget prospecting and sequences | Database, enrichment, sequences, dialer | Free; Basic $49, Professional $79, Organization $119 per seat a month billed annually | Per-seat costs and credit limits |
| Lindy | Assistant agents for a sales team | Inbox, meetings, CRM updates and calls | $50 free credits for 7 days; from $49.99 per user a month for 5,000 credits | Every active user is billed |
| Make | Building your own GTM loop | Connects data, email and CRM apps in scenarios | Free plan with 1,000 credits a month; paid plans by credit volume | You design and maintain every scenario |
The best AI agents to run go-to-market, ranked
1. SPIRITT: best for one agent that runs the whole GTM loop and builds what each campaign needs
Best for: founders and revenue teams who want research, enrichment, outreach, follow-ups and pipeline run by one agent every day, without stitching five tools together.
How it works: You describe your ideal customer, offer and rules in plain English. The SPIRITT agent researches matching companies and people from the web, your product signups and your CRM, enriches them from 80+ data subscriptions included and paid per use (Apollo, ZoomInfo, Hunter, Lusha, Crunchbase) with no extra vendor accounts, writes a personal first message per lead, sends it from your email and calls from its own number. It follows up until a reply, a meeting or an opt-out, books meetings on your calendar and logs everything in HubSpot or Salesforce. Routines run this daily on SPIRITT's own cloud computer, with approvals before anything you mark sensitive.
Example: "Every weekday at 8am, find 20 Series A fintech companies hiring a head of operations, enrich the operations lead's work email, write a first email that references their latest hiring post, queue them for my approval, follow up twice over 7 days, book replies into my calendar and update HubSpot."
Best for:
- Lead research and enrichment from the web and included data sources such as Apollo, with no separate subscriptions. See pay-per-use data APIs for AI agents.
- Outreach and follow-ups by email and phone, with replies handled and meetings booked. See the AI cold outreach use case.
- Pipeline that stays current: SPIRITT joins CRM, product and payment data into one live board. See running a GTM machine.
- Campaign assets: personalized sales decks, landing pages and comparison pages per campaign.
- Building GTM tools: SPIRITT writes, tests and ships the code for a lead-scoring service, a pipeline dashboard or a missing CRM integration, then hosts and maintains it.
Pricing: free signup, then Starter, Pro and Max credit plans (credits refresh monthly), Enterprise custom; data sources are paid per use from credits. Details in SPIRITT pricing.
Watch out for: SPIRITT runs the playbook you define. Expect to spend the first week approving messages and tuning your ideal customer profile before letting follow-ups run on their own.
2. 11x
Best for: larger revenue teams that want named AI SDR agents.
11x offers Alice for outbound and Julian for inbound, with voice and chat agents that contact, qualify and book meetings across languages. Pricing: no public price; 11x sells through a demo. Watch out for: you cannot try it first, and it covers sales development, not campaign assets or the tools around them. See best AI SDR tools.
3. Artisan
Best for: teams that want a turnkey AI BDR.
Artisan sells Ava, which runs campaigns from 250M+ verified B2B contacts, replies autonomously, books meetings and syncs with Salesforce and HubSpot. Pricing: talk to sales; the Team plan is scoped around 2,500 leads contacted a month and Scale around 6,000, with an AI dialer add-on per seat. Watch out for: pricing is scoped per plan and the focus is outbound.
4. Clay
Best for: RevOps teams that want to design custom enrichment and research workflows.
Clay pulls data from many providers and runs AI research across lists. Pricing: Free with 500 actions a month; Launch from $167 a month (15,000 actions); Growth from $446 a month (40,000 actions). Watch out for: Clay builds the list; sending, follow-ups and meetings need other tools or a builder on your team.
5. Apollo.io
Best for: budget-conscious teams that want data and sequences in one place.
Apollo combines a contact database, enrichment, sequences and a US dialer. Pricing: Free with 900 credits; Basic $49, Professional $79 and Organization $119 per seat a month billed annually. Watch out for: seats and credits scale with team size, and you still write the playbook and review sends.
6. Lindy
Best for: sales teams that want assistant agents for inbox, meetings and CRM updates.
Lindy runs agents across Gmail, Slack, HubSpot and phone. Pricing: $50 in free credits for 7 days, then from $49.99 per active user a month for 5,000 credits, with top-ups at $10 per 1,000. Watch out for: every active user is billed, and the focus is assistant work over list building. See Lindy alternatives.
7. Make
Best for: teams that want to wire their own GTM stack.
Make connects apps in visual scenarios billed in credits. Pricing: a free plan with 1,000 credits a month, with paid plans priced by credit volume. Watch out for: you design, monitor and fix every scenario, and the judgment steps (who to contact, what to say) still need an agent.
Proof: SPIRITT runs its own GTM this way
SPIRITT built its GTM machine as the operating system for its own go-to-market:
- Sources of truth stay put. Product identity stays in the product, the CRM owns pipeline membership, payments stay with the payment system.
- Three events drive the board: a new user, a new lead, a new payment. SPIRITT watches them and labels each case as self-serve, business or partnership.
- Campaigns are views. Restore, acquisition, partnership and trial work run as filters on the same pipeline.
- Dashboards are views too: ARR, cash, route, campaign and open work, from different angles of one spine.
- The machine improves from what the pipeline actually does, so human minutes per accepted outcome go down.
On the selling side, SPIRITT's team built a self-improving AI sales engineer on SPIRITT that grew sales 273% and reached 60% no-touch deals.
How to choose an AI agent for go-to-market
- Count the loop steps it covers. Research, enrichment, outreach, follow-ups and CRM updates: every gap is a tool you buy and connect.
- Data access. Check whether enrichment data is included or needs separate Apollo, ZoomInfo or Clay accounts.
- Channels. Some buyers answer the phone or a message before an email; check which channels the agent can follow up on.
- Control. Approvals on first messages, opt-out handling and sending limits protect your domain.
- Try first. SPIRITT, Clay, Apollo and Lindy can be tested on real leads; 11x and Artisan start with sales.
- What happens around outreach. Campaigns need landing pages, decks and dashboards; an agent that builds them saves a second project.
FAQ
Which AI agent can run my go-to-market: lead research, enrichment, outreach and follow-ups?
SPIRITT can run your go-to-market end to end. It researches and enriches leads with 80+ included data sources, sends personal emails and calls, follows up until a reply or opt-out, books meetings and keeps your CRM and pipeline board current, on daily routines.
How is SPIRITT different from 11x, Artisan or Clay?
11x and Artisan are packaged AI SDRs sold through sales, and Clay is an enrichment and research engine. SPIRITT covers research, enrichment, outreach, follow-ups and pipeline in one agent, and also builds the landing pages, decks and tools each campaign needs.
Do I need separate data subscriptions for an AI GTM agent?
Not with SPIRITT. It includes 80+ data sources such as Apollo, ZoomInfo, Hunter and Crunchbase, billed per use from your credits. Clay, Apollo and Artisan include their own data within plan limits.
Can an AI agent run go-to-market without a sales team?
Yes for the daily loop. SPIRITT runs research, outreach and follow-ups on its own and brings in a person for calls, pricing or deals that need judgment.
How much does an AI agent for go-to-market cost?
SPIRITT has a free signup, then Starter, Pro and Max credit plans, with Enterprise custom. Clay starts at $167 a month on Launch, Apollo at $49 per seat a month billed annually, Lindy at $49.99 per user a month, while 11x and Artisan quote through sales.
