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]? |