---
title: "AI Sales Agents for Outbound: Research, Qualify, Write, Reply | Prosyo"
description: "Prosyo AI sales agents research buyers, qualify leads, write personal first lines and draft replies on schedule or on triggers, with your apps and your approval."
url: "https://prosyo.com/fr/ai-agents/"
image: "https://prosyo.com/wp-content/uploads/2026/10/cropped-Prosyo-Icon-Transparent-1.png"
language: "fr"
---

AI agents for sales

# Hire an AI sales team that works around the clock and asks before it acts

Prosyo’s AI agents find buyers who fit, score them against your ideal customer, write a personal first line for each one and draft every reply. They run on a schedule or the moment something happens, use the apps you already pay for, and wait for your yes before anything sends.

[Start free — 7 days](https://app.prosyo.com/)

[Book a demo](https://prosyo.com/fr/)

- 7 days free
- No card required
- Nothing sends without your yes

Loved by founders, agencies and sales teams

Research who *fits*.Qualify, *write*,reply while you *sleep*.

Outbound is a relay of small jobs: find, check, write, answer. Prosyo gives each job to a specialist agent, connects them through your lists and your inbox, and keeps you as the one who says yes.

Meet the team

## Six specialists. One outbound engine.

Penny runs the day. The agents each own one job, from finding buyers to answering them, and you decide what they may do alone.

Penny · AI SDRLive

AI sales development rep

### Penny, your AI SDR

Penny picks the day’s prospects from your ideal customer, prepares the campaign, starts outreach from your own LinkedIn and mailbox, and drafts every reply. Review each daily batch, or let her start them on her own inside your limits and working hours.

- Daily prospect batches from your ideal customer
- Outreach from your own accounts, inside safe limits
- Positive replies always come to you

[Explore Penny, AI SDR](https://prosyo.com/fr/penny/)

AI prospecting agent

### Research Agent

Describe who you sell to. It searches LinkedIn, your Intent signals and the lead data you connect, checks every match against your ideal customer and saves the fits to a list, each with where it was found.

- LinkedIn, Intent and your lead databases
- Every match checked against your ideal customer
- Saved with its source, never duplicated

[Explore Research Agent](https://prosyo.com/fr/ai-agents/research-agent/)

AI lead qualification agent

### Qualifier Agent

The moment people land on a list, the Qualifier scores each one against your ideal customer and tags them Fit, Maybe or No with a one-line reason, so the day starts with a sorted list.

- Starts when people are added to a list
- Fit, Maybe or No on every person
- A reason you can read, not a mystery number

[Explore Qualifier Agent](https://prosyo.com/fr/ai-agents/lead-qualification-agent/)

AI personalization agent

### Writer Agent

It reads each person’s profile and research, follows your offer, tone and “never say” rules, and writes one opening line per person, ready for {{personalized_message}} in your LinkedIn and email steps.

- One line per person, from their own profile
- Your tone and rules, every time
- Straight into {{personalized_message}}

[Explore Writer Agent](https://prosyo.com/fr/ai-agents/personalization-agent/)

AI reply agent

### Reply Agent

When a reply lands with a label you chose, it reads the thread, your Knowledge and your calendar, and drafts the answer in your voice. You review it in the inbox and send.

- Starts the moment a labelled reply arrives
- Facts from your Knowledge, times from your calendar
- You send it, nothing goes out alone

[Explore Reply Agent](https://prosyo.com/fr/ai-agents/reply-agent/)

Custom AI agent builder

### Build your own agent

Write a brief like you would for a teammate, choose when it runs, which apps it may use and what needs your approval. It does the job and shows you every step.

- A plain-language brief, not a flowchart
- Any trigger, any connected app
- Per-action permissions and run limits

[Explore Custom agent](https://prosyo.com/fr/ai-agents/custom-ai-agent/)

Multi-agent workflow

## One brief in, booked conversations out

Agents start each other through your lists and your inbox: saving people starts the Qualifier, Fits reach the Writer, a labelled reply wakes the Reply Agent. You approve the launch.

1. [**Research Agent**Saves people who fit to a list*On your schedule*](https://prosyo.com/fr/ai-agents/research-agent/)
2. [**Qualifier Agent**Tags Fit, Maybe or No*People added to a list*](https://prosyo.com/fr/ai-agents/lead-qualification-agent/)
3. [**Writer Agent**Writes each first line*Fit people reach its list*](https://prosyo.com/fr/ai-agents/personalization-agent/)
4. **Your campaign**LinkedIn + email, stops on reply*You approve the launch*
5. [**Reply Agent**Drafts the answer for you*A labelled reply comes in*](https://prosyo.com/fr/ai-agents/reply-agent/)

Use-case library

## 40 jobs your agents can run today

Every use case shows the request, the steps, the apps and the result. Filter by agent, app, trigger or team, then open one and run it in your workspace.

Search use cases

App Starts Team 40 use cases

[On demandBuild Apollo prospect lists that only hold people who fitPoint the Research Agent at Apollo with a plain-language brief. It finds the people, checks each one against your ideal customer and saves the fits to a Prosyo list, ready for outreach.Research Agent](https://prosyo.com/fr/ai-agents/use-cases/apollo-prospect-lists/)[New people on a listFill and verify missing work emails with Hunter.io before you launchBefore an email campaign goes out, an agent looks up the people on your list who have no email in Hunter.io, keeps only verified addresses and asks before saving them.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/verify-work-emails-hunter/)[New people on a listNever pitch an existing customer: check Stripe before outreachEvery time people are added to a list, the Qualifier checks Stripe and keeps anyone who already pays you out of your cold sequences, with the reason on the tag.Qualifier Agent](https://prosyo.com/fr/ai-agents/use-cases/skip-existing-customers-stripe/)[New people on a listSkip prospects who are already in an open deal in Close or AttioBefore anyone gets a cold message, the Qualifier checks your CRM and holds back people in an open opportunity, so sales and outbound never talk over each other.Qualifier Agent](https://prosyo.com/fr/ai-agents/use-cases/skip-open-deals-crm/)[On demandTurn your Clay enrichment into a personal first line for each prospectYou already enrich in Clay. The Writer reads those tables and turns the signals into one opening line per person, saved straight into your Prosyo sequence.Writer Agent](https://prosyo.com/fr/ai-agents/use-cases/clay-personal-first-lines/)[On demandAI account research: a sourced brief on every target accountAn agent runs deep research on each target account with Parallel and Exa, and hands you a one-page brief with priorities, news, people and a reason to reach out, every claim with its source.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/ai-account-research/)[Labelled replyAI meeting booking: turn interested replies into booked calls with Calendly or Cal.comWhen a reply is labelled Interested, the Reply Agent checks your calendar, puts two open times and your link in a draft, and waits for you to send it.Reply Agent](https://prosyo.com/fr/ai-agents/use-cases/book-meetings-from-replies/)[Labelled replyAnswer prospect questions with the case studies in your NotionWhen a reply asks a question, the Reply Agent finds the answer in your Notion or Coda pages, cites the right case study and drafts a reply for your approval.Reply Agent](https://prosyo.com/fr/ai-agents/use-cases/answer-questions-with-notion/)[New people on a listSend qualified prospects to your Airtable base, with your approvalWhen people are qualified as Fit, an agent prepares a record for each one in your Airtable base and asks before writing, so your ops tracker stays current without copy-paste.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/qualified-leads-to-airtable/)[On demandFind local business leads on Google Maps with ApifyThe Research Agent runs an Apify scraper on Google Maps for your category and city, checks each business against your ideal customer and saves the fits to a list.Research Agent](https://prosyo.com/fr/ai-agents/use-cases/local-business-leads-google-maps/)[ScheduledEvery morning, the people who turned high intent and who to contact firstEach weekday morning an agent collects the new Hot people from Intent, saves them to a list and tells you who to contact first and why.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/morning-high-intent-shortlist/)[Import finishedScore every CSV or event import Fit, Maybe or No the moment it landsUpload a list from an event, a webinar or a data provider and the Qualifier scores everyone against your ideal customer as soon as the import finishes, with a reason on each tag.Qualifier Agent](https://prosyo.com/fr/ai-agents/use-cases/score-every-import/)[On demandAI ABM: reach the whole buying committee of every target accountFor each target account, the Research Agent maps the buying committee by role, finds the people with your lead data apps and saves one list per role, ready for coordinated outreach.Research Agent](https://prosyo.com/fr/ai-agents/use-cases/ai-abm-buying-committee/)[ScheduledRevive closed-lost deals with a reason to reconnectEvery Monday an agent reads deals lost more than 90 days ago in your CRM, checks what changed at each company, and drafts a reason to reconnect for the ones worth another look.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/closed-lost-revival/)[High intentReach former champions the moment they change jobsWhen Intent spots a past champion at a new company, the Research Agent finds their new details with Apollo and saves them to a list, so you are first to say congratulations.Research Agent](https://prosyo.com/fr/ai-agents/use-cases/job-change-champions/)[ScheduledFind companies hiring for the problem you solveEvery week the Research Agent scans job boards with Apify and company news with Exa for teams hiring for work you help with, and saves the right person at each company.Research Agent](https://prosyo.com/fr/ai-agents/use-cases/hiring-signal-outreach/)[ScheduledA weekly summary of replies and who to follow up withEvery Monday morning an agent reads last week’s replies, sums up what people said, lists who needs a follow-up and why, and emails it to you, with tasks in Todoist if you want them.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/weekly-reply-summary/)[ScheduledAI multichannel lead generation: LinkedIn and email in one flowPenny picks the day’s prospects, prepares a LinkedIn and email campaign from your own accounts and starts it after your yes. A reply on either channel stops both.Penny, AI SDR](https://prosyo.com/fr/ai-agents/use-cases/ai-multichannel-lead-generation/)[ScheduledFollow up on every demo request and form fill by morningEach morning an agent reads new submissions from Jotform or Typeform, researches each company and drafts a personal reply for every person, ready for your approval.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/demo-request-follow-up/)[ScheduledMulti-agent sales workflow: from first search to a booked meetingChain the Research, Qualifier, Writer and Reply agents through your lists and inbox, so finding, scoring, writing and answering run as one relay with your approval at the key moments.Research Agent](https://prosyo.com/fr/ai-agents/use-cases/multi-agent-sales-workflow/)[On demandWrite the follow-up from what was actually said on the callAfter a sales call, an agent reads the transcript in Gong, Fireflies or Granola, pulls out the objections and the agreed next step, and drafts a follow-up in your voice for your approval.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/post-call-follow-up/)[On demandTurn the people who engage with a LinkedIn post into a qualified listThe Research Agent runs an Apify actor on a LinkedIn post, collects the people who reacted or commented, checks each one against your ideal customer and saves the fits with the post as the reason.Research Agent](https://prosyo.com/fr/ai-agents/use-cases/linkedin-post-engagers/)[New people on a listInvite the right people to your webinar or event, one by oneWhen people are added to your event list, the Writer writes a personal invitation line for each one from their role and company, ready for a short LinkedIn and email invite sequence.Writer Agent](https://prosyo.com/fr/ai-agents/use-cases/webinar-event-invites/)[On demandFind podcast and partnership opportunities that fit your audienceThe Research Agent searches the web with Exa and Parallel for podcasts, newsletters and partners that reach your buyers, and saves the hosts and owners with a reason each one fits.Research Agent](https://prosyo.com/fr/ai-agents/use-cases/podcast-partnership-outreach/)[ScheduledWin new clients for your recruitment agency from open rolesEvery week the Research Agent finds companies hiring for the roles you place, checks them against your ideal client, and saves the hiring manager with the job post and contact details from Lusha.Research Agent](https://prosyo.com/fr/ai-agents/use-cases/recruitment-client-wins/)[ScheduledA weekly results report for every agency client, written for youEvery Friday an agent summarises each client’s outreach week: people contacted, replies, meetings and what changes next, and prepares the report page in Notion or Coda for your approval.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/agency-client-weekly-report/)[New people on a listHold back outreach to people with an open support conversationWhen people are added to a list, the Qualifier checks Intercom and holds back anyone with an open support conversation, so a cold pitch never lands in the middle of a support issue.Qualifier Agent](https://prosyo.com/fr/ai-agents/use-cases/pause-outreach-open-support/)[ScheduledA fresh list of new accounts from ZoomInfo every weekEvery week the Research Agent searches ZoomInfo for companies and contacts that match your ideal customer and are new since last time, and saves the fits to a list ready for outreach.Research Agent](https://prosyo.com/fr/ai-agents/use-cases/zoominfo-weekly-accounts/)[New people on a listFill missing contact details with Lusha before a call blockWhen people are added to your call list, an agent finds missing business contact details with Lusha and asks before saving them, so your call block starts with numbers, not research.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/fill-contact-details-lusha/)[New people on a listRead every prospect’s website before writing the first lineWhen people reach your campaign list, the Writer reads each company’s website with Firecrawl or Tavily and writes a first line about something real on it: a launch, a customer, a page that matters.Writer Agent](https://prosyo.com/fr/ai-agents/use-cases/website-research-first-lines/)[Labelled replyTurn “not now, try me later” replies into dated follow-upsWhen someone replies that the timing is wrong, the Reply Agent drafts a friendly answer that confirms when to check back, and prepares a Todoist task for that date.Reply Agent](https://prosyo.com/fr/ai-agents/use-cases/not-now-replies-follow-up/)[ScheduledA weekly funnel diagram for your team, drawn by PennyEvery Friday an agent draws your outreach funnel for the week as a diagram, from people contacted to meetings, explains what changed and emails it to you, ready to download as SVG.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/weekly-funnel-diagram/)[ScheduledKeep your objection playbook fresh from real sales callsEvery week an agent reads your recorded calls in Gong, collects new objections and the answers that worked, and prepares updates to your objection playbook in Notion for approval.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/objection-playbook-from-calls/)[Labelled replyCreate a task for the account owner when someone replies InterestedWhen a reply is labelled Interested, an agent prepares a task in ClickUp or monday.com for the account owner with the thread, the company and the next step, and asks before creating it.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/interested-reply-tasks/)[Labelled replySend product feedback from replies to Linear or JiraWhen a reply contains a feature request or a product question, an agent checks Linear or Jira for a matching issue and prepares a note or a new issue for your approval.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/product-feedback-to-linear/)[On demandMake a one-pager for each top account in CanvaFor your top accounts, an agent finds your approved one-pager in Canva and prepares a version tailored to each company, ready for your approval and the next message.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/canva-account-one-pagers/)[On demandMap your target accounts and buying committees on a Miro boardAn agent reads your target accounts and the people you have per role, and prepares notes on your Miro account map showing who you know, who is missing and the next move, for your approval.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/miro-account-map/)[On demandFind lookalikes of your best paying customersThe Research Agent reads your best customers in Stripe, works out what they have in common, then finds similar companies and people with Apollo and saves the fits to a list.Research Agent](https://prosyo.com/fr/ai-agents/use-cases/lookalike-best-customers/)[ScheduledFollow up on conversations that went quietEvery week an agent finds threads where the prospect showed interest and then went quiet for two weeks, and drafts a short, useful follow-up for each one, ready for your approval.Custom agent](https://prosyo.com/fr/ai-agents/use-cases/quiet-conversation-follow-ups/)[ScheduledLinkedIn-first outreach for founders, run by PennyPenny picks a focused slice of your ideal customer each day, connects and follows up on LinkedIn from your own profile with a personal first line, and brings every reply to you.Penny, AI SDR](https://prosyo.com/fr/ai-agents/use-cases/linkedin-first-founder-outreach/)

You stay in control

## Every agent asks before it acts

You choose how much it does alone. Reading and research always run straight away; anything that sends, spends or changes another app waits as a card you approve, unless you allowed it.

- **Review each step**It asks before every step, unless you allowed that action to run on its own.
- **Review changes**It reads and researches freely, then brings every change back to you.
- **Run routine work**Saving people, tagging and preparing drafts run on their own. Sending, paid actions and other apps still wait.

Works with your stack

## 48 apps today. Any API tomorrow.

Lead data, CRM, web research, meetings, docs and payments. Owners and admins can add any MCP server or REST API as a custom connector.

[**Airtable**Work/Docs](https://prosyo.com/fr/integration/airtable/)[**Apify**Research/Web](https://prosyo.com/fr/integration/apify/)[**Apollo.io**Data](https://prosyo.com/fr/integration/apollo-io/)[**Atlassian**Work/Docs](https://prosyo.com/fr/integration/atlassian/)[**Attio**CRM](https://prosyo.com/fr/integration/attio/)[**Bright Data**Research/Web](https://prosyo.com/fr/integration/bright-data/)[**Cal.com**Meetings](https://prosyo.com/fr/integration/cal-com/)[**Calendly**Meetings](https://prosyo.com/fr/integration/calendly/)[**Canva**Work/Docs](https://prosyo.com/fr/integration/canva/)[**Clay**Data](https://prosyo.com/fr/integration/clay/)[**ClickUp**Work/Docs](https://prosyo.com/fr/integration/clickup/)[**Close**CRM](https://prosyo.com/fr/integration/close/)[**Coda**Work/Docs](https://prosyo.com/fr/integration/coda/)[**Exa**Research/Web](https://prosyo.com/fr/integration/exa/)[**Firecrawl**Research/Web](https://prosyo.com/fr/integration/firecrawl/)[**Your own tools**Any MCP server or REST API](https://prosyo.com/fr/integrations/)

[See all 48 integrations](https://prosyo.com/fr/integrations/)

Plans

## Agents come with every Penny plan

Pick how much of the outbound day you want to hand over. AI work uses credits separately from the subscription, with a limit you set per run.

**Penny Agents**$99/monthAdded to any paid plan

- 5 agents
- 5 connected apps
- Knowledge and skills
- Approvals and run limits

Most complete add-on**Penny SDR**$299/monthAdded to Multichannel or Agency / Team

- 10 agents
- 10 connected apps
- Penny runs your outreach day
- Uses your own sending accounts

**Penny SDR All-in**$599/monthOne bill, everything included

- 20 agents
- 25 connected apps
- Everything in Penny SDR
- One LinkedIn account and one mailbox included

[See Penny pricing](https://prosyo.com/fr/pricing/#penny)

[Start free — 7 days](https://app.prosyo.com/)

FAQ

## AI sales agents, answered

Straight answers on what the agents do, what they cost and how you stay in control.

**Want to see it on your market?** Book a short demo. A real person runs the agents on your own ideal customer.

[Book a demo](https://prosyo.com/fr/)

**What is an AI sales agent?**

Software that does a sales job on its own from a written brief: finding prospects, checking fit, writing messages or drafting replies. Prosyo’s agents run inside your outreach workspace, so they work with your real lists, campaigns and inbox, and they ask for approval before anything sends or spends.

**What can Prosyo’s agents do without asking?**

Reading and research always run straight away. Routine work such as saving people to a list, tagging and preparing a draft campaign can run on its own when you allow it. Sending, paid actions and changes in other apps wait for your approval unless you explicitly allowed that action.

**How does an agent start?**

When you click Run now, on a schedule (every day, weekdays, or a day each week at a set time), or on an event: people added to a list, a reply with a label, someone turning high intent, or an import finishing.

**Which apps can the agents use?**

The connectors in Prosyo’s directory, from lead data and CRM to web research, meetings and docs, plus any MCP server or REST API your owners and admins add as a custom connector. Anything that would change data in another app waits for your yes.

**How is Penny different from the agents?**

Penny is your AI SDR: she runs the whole outreach day, from picking prospects to starting campaigns and drafting replies. Agents are specialists you set up for one job each. Penny SDR plans include agents too.

**How many agents can I run?**

Five on Penny Agents, ten on Penny SDR and twenty on Penny SDR All-in. Up to two runs are active at a time in a workspace; others wait their turn.

**Do agents use credits?**

Yes. Agent steps use AI credits like Penny questions, and you set the most steps and credits one run may use. Paid actions such as enrichment and charges from other apps are separate.

**Will agents send messages without me?**

Not unless you allow it. Sending waits for your approval by default. With Penny SDR, an owner or admin can let daily batches start on their own inside your limits and working hours, and positive replies always come to you.

**Do the agents work with LinkedIn and email?**

Yes. Agents prepare people, lines and drafts for campaigns that run from your own LinkedIn account and mailbox, with daily limits, working hours and a stop the moment someone replies on either channel.

**Where do agents get their facts?**

From your ideal customer, your Knowledge (deck, pricing, case studies, website and notes, plus the messages that already won positive replies) and the apps you connect. Penny says which source an answer came from.

**How do I get started?**

Start the free trial, describe your ideal customer, and add a Penny plan. Then pick a template such as the Research Agent, click Run now, and read the run page. Most teams add a second agent once the first one has run a few times.

**Is there a free trial?**

Every Prosyo workspace starts with a 7-day free trial, no card required. Penny plans add agents to a paid plan, or come as one bill with Penny SDR All-in.

## Your next 10 meetings are already on LinkedIn.

7 days free, no card. Pay later and change your mind? Full refund within 7 days.

[Start free — 7 days](https://app.prosyo.com/)

[See pricing](https://prosyo.com/pricing/)

- 7 days free
- No card required
- Cancel in two clicks