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Business workflow guide

AI agents for sales

AI agents for sales need a defined job and clear approval boundaries. Begin with an account brief from notes you already hold, a meeting follow-up draft, or one connected app action. The candidates below cover those bounded workflows. This guide does not evaluate autonomous prospecting or lead qualification; check those capabilities separately if they are your main requirement.

Plan a small workflow pilot

Compare starting options →

Editorial evaluation plan. These checks are proposed steps, not recorded product tests.

What to prepare

  • Choose one internal account and gather the notes, emails and meeting recording you already hold for it.
  • Write the approval rule: which outputs stay internal and which external change needs a named approver.
  • List the exact app actions the workflow may take, and decide who owns the Zapier configuration.

Example pilot: a meeting follow-up draft

Use fictional meeting notes with one agreed next step, one open question and no discount offer. Request a short recap and a draft email. Check that the open question remains open, the next step matches the notes, and no discount or unsupported commitment is added.

01

Draft the account brief

Ask a tool to summarise only the material you supplied. Copy.ai describes chat drafts and workflow-generated assets, so keep the brief in the chat or workflow you control. Check every name, date, number and commitment against your source notes. A brief is a starting point for a rep, not a record of customer intent.

02

Prepare the follow-up draft

Lindy describes draft replies and meeting notes, prep and follow-up, and its documentation says sending email or updating external systems waits for approval. Draft the follow-up from the recording, then read it as the customer would. Do not describe a next step the customer never agreed to.

03

Wire one app action

If you use Zapier Agents, connect only the apps the agent may use, teach it what to do, and test that workflow before wider use. Actions consume an activity allowance separate from ordinary Zap tasks, and a person continues a run when the cap is hit. App access, triggers and instructions all need configuring.

How to decide whether it passed

  • The account brief contains only facts traceable to the notes, emails or recording you supplied.
  • The follow-up draft contains no next step, discount or commitment the customer did not state.
  • The app action performs one defined task and is reviewed before wider use.
  • A named person approves any email, CRM update or other external change.

When to pause the rollout

Stop if a draft invents a commitment, if an action would touch external systems without an approver, or if nobody can explain the Zapier setup.

Estimate the full cost

Budget for the selected chat or workflow tier, connected-app subscriptions and credits or activities consumed per run. Measure usage on a test record before scheduling repeated runs.

Starting options and pricing context

Choose by workflow fit. This shortlist is editorial, and its order is not a performance ranking.

Copy.ai

Works for internal briefs and repeatable go-to-market drafts inside a controlled workflow.

Check the fit Workflow credits limit automated runs, and the pricing page lists no permanent free plan.

Chat is USD 29/month, or USD 24/month billed USD 288/year, including 5 seats. Growth is USD 1,000/month billed USD 12,000/year, with 75 seats and 20,000 workflow credits/month. Automated workflows have separate allowances; the Chat price is not the Growth workflow price.

Official pricing ↗

Pricing checked:

Evidence & sources →

Lindy

Fits inbox drafts and meeting follow-up, with external actions waiting for approval.

Check the fit Plan credits refresh each billing cycle; purchased top-up credits have different rollover rules. Connected inboxes are capped by plan.

Plus is USD 29.99 per user/month with 3,000 credits; Pro is USD 99.99 with 15,000 credits; Max is USD 199.99 with 35,000 credits. Seats pool credits. Plan allowances do not roll over; purchased top-ups cost USD 10 per 1,000 credits and carry over. Only eligible new teammates joining through Slack get the free week; direct signups are billed immediately.

Official pricing ↗

Pricing checked:

Evidence & sources →

Zapier Agents

Useful where the team already runs app actions in Zapier.

Check the fit Activities bill separately from Zap tasks, and app access, triggers and instructions are your configuration.

Free includes 400 activities/month. Agents Pro is USD 400 billed annually (USD 33.33/month equivalent) with 1,500 activities/month. Agents are billed as a separate add-on; activities are not ordinary Zap tasks, and a single run can use several activities.

Official pricing ↗

Pricing checked:

Evidence & sources →

Questions before choosing

Does this shortlist cover autonomous prospecting?

This pilot covers existing account material, follow-up drafts and configured app actions. Prospect discovery, contact enrichment and qualification need their own source checks and evaluation; they are not established by this shortlist.

How should we handle CRM or email changes?

Use a test record and require a named approver before a send or write. Lindy documents approval for actions with outside impact. For Zapier, check the chosen app action and configure your review step before enabling the workflow.

Explore another business workflow

AI customer service agents →AI agents for marketing →AI agents for small business →AI agents for data analysis →