The best AI co-workers for GTM teams in 2026: eight options
Short answer: there is no single best AI co-worker for GTM; there is a best fit for the job. Generalists (Viktor, Lindy) cover the whole company. Agent builders (Gumloop, Relevance AI) let you design your own. Prospecting tools (Apollo, Artisan, Regie.ai) focus on pipeline. Coco (our product) is built for GTM work with every customer-facing action approved. Pick on approvals, cost at your volume and the one drawback that matters to you.
Facts checked 2026-11-12 against each vendor's own site: Apollo (opens in a new tab), Artisan (opens in a new tab), Gumloop (opens in a new tab), Lindy (opens in a new tab), Regie.ai (opens in a new tab), Relevance AI (opens in a new tab) and Viktor (opens in a new tab). Vendors change pricing and features often; check their site for current figures.
How this list works. Eight options, listed A to Z, not ranked. Coco is ours, so it is in the list on the same terms as the others, with its drawback stated, and you should read its entry as our positioning. For each option we give what it is built for, how it asks before acting (from the vendor's own words), what it costs (from its pricing page) and one drawback.
What to judge an AI co-worker on
- What it does without asking. The useful question is not "does it have approvals" but which actions wait for a person by default: emails, CRM writes, posts. Our approval gates explainer covers what to ask.
- Whether it's built for GTM or for everything. A generalist covers more desks; a GTM tool comes with the GTM work already defined.
- Who builds it. Some tools ship the agent; others give you a builder and expect you to maintain what you make.
- What it costs at your volume. Seats, shared credits, per-user credits or annual contracts. Our AI SDR pricing comparison shows how differently vendors charge.
For the evidence to ask for before you buy, see our post on AI co-worker vs AI SDR: what proof to demand.
The eight options, A to Z
Apollo
- Built for: prospecting on its own data. Apollo (opens in a new tab) lists access to 240M contacts and 30M companies, and its pricing FAQ says email campaigns are included on every account.
- How it asks before acting: its homepage says its agents "research, build lists, write outreach, follow up, and book meetings", prompting you "at all the key moments". It does not describe a step that holds each email for approval.
- Cost: its pricing page (opens in a new tab) names Free, Basic, Professional and Custom plans without showing prices.
- Drawback: prices aren't on the pricing page, and its FAQ says unused credits do not roll over and every seat on an account is on the same plan.
Artisan
- Built for: outbound. Artisan (opens in a new tab) sells Ava, an AI BDR that "finds leads, enriches them, sends personalized messages, and books meetings on behalf of your reps".
- How it asks before acting: an approval mode lets Ava draft every reply and wait for your click, or send on her own.
- Cost: its pricing page (opens in a new tab) scopes plans with sales by lead volume (Team at about 2,500 leads contacted a month, Scale at about 6,000). Price: not public.
- Drawback: the same page says Ava is "autonomous by default, adjustable by design", so approval is something you turn on.
Coco (ours)
- Built for: GTM work only: account research, outreach drafts, follow-ups, meeting prep and CRM hygiene, run as multi-step workflows you can edit. Coco is an AI co-worker for go-to-market teams.
- How it asks before acting: every customer-facing action (sends, CRM writes, Slack posts) waits for approval, behind a floor that cannot be bypassed. Steps that aren't customer-facing can run on their own once a workflow has proven itself, inside the bounds you grant.
- Cost: free with your own API keys once your beta application is approved, or the Founder plan at $40 a month with 5,000 credits. See pricing.
- Drawback: Coco is in private beta and pre-launch, with no customer case studies to cite, and it covers GTM only: it won't help your finance or support teams.
Gumloop
- Built for: building your own agents. Gumloop (opens in a new tab) calls itself "the multiplayer AI agent builder".
- How it asks before acting: its homepage demo shows an agent that "Needs your approval before I send", and it describes human-in-the-loop handoffs. Its site does not describe a default approval policy for sends or CRM writes.
- Cost: its pricing page (opens in a new tab) starts Pro at $37 a month with 20k credits and a 14-day trial, unlimited seats and agents.
- Drawback: you design the agents yourself, and the plan adds an 8% orchestration fee.
Lindy
- Built for: work across the whole company. Lindy (opens in a new tab) is "the AI employee that plugs into your tools, learns how you work, and takes real work off your plate", in Slack, iMessage, email and your browser.
- How it asks before acting: its pricing page (opens in a new tab) says "Anything with outside impact waits for approval such as sending an email, updating a ticket, posting to another channel, publishing a doc."
- Cost: credits for every active user, with $50 in free credits that last 7 days. The per-user starting price showed as $29.99 a month on one load of the pricing page (opens in a new tab) and $49.99 on another the same day, so check it there.
- Drawback: every active user is billed, and monthly credits don't roll over. Our Lindy alternatives page goes deeper.
Regie.ai (RegieGO)
- Built for: prospecting from ICP to pipeline. Regie.ai (opens in a new tab) sells RegieGO, "the fastest path from ICP to pipeline", with a built-in CRM or HubSpot and Salesforce sync.
- How it asks before acting: its homepage says "Nothing sends or dials unless you tell it to." CRM write-back is a setting you switch on.
- Cost: its pricing page (opens in a new tab) lists Free ($0, 250 one-time credits per person), Pro at $41 a month billed annually for one person, and Team at $125 per seat a month billed annually.
- Drawback: Team has a two-seat minimum, and the product is centred on prospecting rather than the rest of the GTM week.
Relevance AI
- Built for: an AI workforce you build. Relevance AI (opens in a new tab) sells "specialist AI agents for every task"; teams build them with its Invent tool, helped by an embedded deployment team.
- How it asks before acting: its homepage lists "Human-in-the-loop approvals" among its access controls without describing what they cover.
- Cost: its pricing page (opens in a new tab) lists an Enterprise plan with "Talk to sales". Price: not public.
- Drawback: no published price or self-serve plan on the pricing page: you buy through sales.
Viktor
- Built for: one AI employee across departments. Viktor (opens in a new tab) lives in Slack and Microsoft Teams, connects to 9,800+ tools, and writes and runs code.
- How it asks before acting: its homepage says "Every sensitive action waits on your approval", and admins decide which tools need approval.
- Cost: shared workspace credits: free up to $100 in credits, then Team at $100 a month for 40,000 credits, per its pricing page (opens in a new tab).
- Drawback: all team members on a plan share one Viktor instance and its context, and its site says it is SOC 2 Type 1 compliant with Type 2 in progress. Our Viktor alternatives page goes deeper.
At a glance
| Option | Built for | Before outside actions, per the vendor | Published entry price |
|---|---|---|---|
| Apollo | Prospecting on its own data | Agents prompt you at key moments; no per-send approval described | Not shown on the pricing page |
| Artisan | Outbound | Approval mode available; autonomous by default | Not public |
| Coco (ours) | GTM work, approval-first | Every customer-facing action waits for approval | Free with your own API keys; Founder $40/mo |
| Gumloop | Agents you build | Demo shows approval before send; no default policy described | Pro from $37/mo plus 8% fee |
| Lindy | Work across the company | Anything with outside impact waits for approval | Per active user, from $29.99 or $49.99/mo (two loads differed); $50 free credits for 7 days |
| Regie.ai | Prospecting | Nothing sends or dials unless you say so | Free; Pro $41/mo billed annually |
| Relevance AI | An agent workforce you build | Human-in-the-loop approvals listed, scope not described | Not public |
| Viktor | Every department, in Slack and Teams | Every sensitive action waits on approval | Free up to $100 credits; Team $100/mo |
How to choose
- You want one AI for the whole company: Viktor or Lindy.
- You want to build your own agents: Gumloop, or Relevance AI if you want help building.
- Pipeline is the job: Apollo, Artisan or Regie.ai. Our AI SDR vs AI co-worker explainer covers what that choice gives up.
- You want GTM work done with every customer-facing step approved: that is what Coco is built for, and it's in private beta.