Popular use cases: get more out of Topo's AI Agent and MCP

Last updated: November 6, 2026

Topo's AI Agent and the Topo MCP can do a lot more than build a list or write a sequence. This page collects use cases our customers get the most out of, with a prompt for each one.

How to use it: copy a prompt, replace what's in [brackets], and paste it into the agent chat, in Slack, or in your AI assistant (Claude, ChatGPT…) through the Topo MCP. The agent always asks before it creates or sends anything.

Lead search and lists

Use case

Prompt

List from plain language

Find CEOs of US SaaS companies that raised more than $1M

Account-based campaign

Build an account-based campaign on [target account]: find decision makers in [departments], then write a 5-step sequence

Competitor's followers

Find people following [competitor] on LinkedIn who match our ICP, enrich them and draft a multichannel sequence

Another market, another language

Find [industry] companies in [country], search in [language], and draft a dedicated sequence for [vertical]

Niche search with AI qualification

Find companies that sell EdTech products, then qualify each one: does this company sell to schools?

Fix a weak search

This list returned poor results. Rebuild the search for [ICP] and explain what you changed

From a screenshot of logos

Here's a screenshot of company logos I want to reach out to. Find the CEO of each company

Sequences and messaging

Use case

Prompt

Idea to launch

I want to target [persona] at [segment] who [signal]. Build the list, write the sequence and get it ready to launch

Split by vertical

Split our [market] targeting into two verticals, [vertical A] and [vertical B], and write one sequence for each

Re-engage dormant leads

Re-engage our dormant leads: build the list, adapt the messaging to what performed best in past sequences and assign the lists

Local sender

Build a campaign for C-level and founders of companies with 1 to 500 employees in [city], with [teammate] as sender to handle replies in [language]

From your offer page

Read [URL of the offer page] and write an email sequence for [persona], with [reference client] as name drop

Prospect's language

Write the sequence in [language] for [persona], angle: [angle]

Learn from what converted

Look at the messages that got positive replies and rewrite our sequence in a shorter version using the same patterns

Stuck sequence

Why is the sequence @[sequence] stuck and how can I unlock it?

Sender health

What's the current health status of my email and LinkedIn senders?

Signals

Use case

Prompt

Pick the right signals

Based on our ICP and offer, which buying signals should we track? Set up the best ones

Hiring signal with a keyword

Find companies currently hiring for [role] whose job posts mention [competitor or keyword], and build a campaign by seniority

Teaching the agent

Use case

Prompt

Learn from this conversation

Review our conversation, list what worked and what I corrected, and update your skills and memory accordingly

Feed it call notes

Here are summaries of our last 10 customer calls. Add them to the knowledge base and use them in our messaging

Skills per market

Duplicate the default lead search and messaging skills for the UK market: British English, local proof points, higher formality

Custom skill: task owner

Create a skill: every time someone creates a sequence, ask who the tasks should be assigned to

Build your own skill

Help me build a skill that reviews all my active sequences every week and flags the ones to fix

Analysis and optimisation

Use case

Prompt

Best channel

Which channel generates most of our replies? Restructure the sequence accordingly

Diagnose a gap

Our positive reply rate is [x]%. Compare it with benchmarks and tell me the top 3 things to fix

Learn from rejections

Analyse the leads I rejected this month and adjust the search criteria to avoid them

Lookalikes from won deals

Look at our closed-won deals in our CRM, find the common patterns and build a lookalike list

Account attack plan

This account just showed 3 signals. Build an attack plan with contacts, angles and tasks

Automation and reporting

Use case

Prompt

Daily and weekly reports

Every day at 5pm, send me a recap of inbox replies on Slack. Every Monday morning, send a sequence performance report

Market watch

Every week, run a market watch on [segment] and push the key learnings from our campaigns into your memory

From Slack

@Topo find 50 CFOs at French fintechs and add them to my list

Data and enrichment

Use case

Prompt

Enrich and classify a CSV

Enrich this CSV of LinkedIn URLs, classify each company as B2B, B2C or C2B, then sync to our CRM

AI personalisation variable

Create an AI variable that picks the most relevant client proof by region and niche for each prospect

Topo MCP and connectors

Use case

Prompt

Bulk edit from your AI assistant

(in your AI assistant) Using the Topo MCP, duplicate my 5 active sequences for the German market and translate them

Brief to campaign

(in your AI assistant) Turn this campaign brief into a ready-to-review Topo campaign

Your AI assistant's messaging, in Topo

(in your AI assistant) Help me draft messaging for a 5-step sequence targeting [persona]. Once I validate it, create the sequence in Topo with my sender and link it to the list [list name]

Teach Topo how you work

(in your AI assistant) Gather what you know about my work habits, especially for sales and outbound, and use it to create a knowledge base article in Topo

Call recordings to messaging

Use our last call recordings to update the messaging for this persona

Success stories to name-drop

Using my call recorder, fetch the last 60 days of meetings. Distil 1 to 5 knowledge articles on customer names, use cases and success stories. Show drafts first, then save them

Mention objects

@[sequence] why is this one underperforming compared to @[other sequence]?