Learns how your company works.
- Researching your company
- Learning how you work
- Understanding your role
- Finding opportunities
- Preparing improvements
Marcus uses your company’s tools and completes real work from start to finish, across every team.
Message Marcus anything you want to build or automate.

4 steps
Your average cost per lead is CA$42 — CA$38 on Meta Ads and CA$47 on Google Ads, across 312 leads this month. Meta is running 9% cheaper than last month.

4 steps
Done — the live dashboard is up. It pulls from Salesforce, Meta Ads and Google Ads, refreshes every hour, and everyone on the sales team can open it.
Avg cost per lead
CA$42
Leads this month
312
Ad spend
CA$13,100
2 steps
Sent — the PDF is in every sales leader's inbox.
Done — the automation is live. It runs every morning at 8:00 and sends a fresh report to every sales leader automatically.
Starts
Every day at 8:00 AM
Marcus
Build the cost-per-lead report
Deliver
Email the PDF to sales leaders
Message Marcus anything you want to build or automate.

4 steps
Your average cost per lead is CA$42 — CA$38 on Meta Ads and CA$47 on Google Ads, across 312 leads this month. Meta is running 9% cheaper than last month.

4 steps
Done — the live dashboard is up. It pulls from Salesforce, Meta Ads and Google Ads, refreshes every hour, and everyone on the sales team can open it.
Avg cost per lead
CA$42
Leads this month
312
Ad spend
CA$13,100
2 steps
Sent — the PDF is in every sales leader's inbox.
Done — the automation is live. It runs every morning at 8:00 and sends a fresh report to every sales leader automatically.
Starts
Every day at 8:00 AM
Marcus
Build the cost-per-lead report
Deliver
Email the PDF to sales leaders













Meet Marcus
Marcus researches your company, team and website, building context he uses to understand your business and deliver better work from day one.
Marcus identifies work he can take on across your business and suggests useful tasks and automations based on how your company operates.
Give Marcus a task in plain language. He researches, creates and takes action across your tools until the work is finished.
Drafted 6 support replies 7:00 AM Show Marcus what needs to happen and when. He turns recurring work into automations that run on schedule without being asked again.
Benchmarks
Marcus outperforms leading models across real-world business benchmarks while costing less for every task completed.
Cost per task
Cost per task
Cost per task
Cost per task
Product
Marcus has his own computer with a browser, files and apps — he browses the web, processes documents and uses software just like a real person, completing work end to end.
Marcus connects to 3,000+ tools and works directly inside the systems your business already uses.
Work with Marcus through the web app, Slack, Teams, WhatsApp, text or email. He works and responds wherever you do.
Send the follow-up to the 18 leads that went quiet this week.
Before sending messages, publishing work or taking other important actions, Marcus asks for your approval.
Find creators who look like the people our best ads convert.
Based on our best-performing Meta ads, I found 50 lookalike content creators we could partner with. I have emails for 44 of them — should I start the outreach and get their prices?
CSV lookalike-creators.csv
Use cases
From finding leads to reconciling payouts, Marcus takes complete workflows off your team’s plate.
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can work across your pipeline:
Create a new connection to HubSpot
Connect Connected
Create a new connection to Gmail
Connect Connected
Create a new connection to Slack
Connect Connected


7 steps
Done — 12 deals had gone quiet. Personalised drafts are in Gmail, call slots are held for warm replies, every touch is logged in HubSpot, and the team brief is in #sales. I'll keep watching the pipeline.
Starts
Deal Inactive 14 Days
Source
HubSpot
Source
Marcus
Research the buyer and draft the follow-up
Deliver
Drafts to you in Gmail
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can work across your pipeline:
Create a new connection to HubSpot
Connect Connected
Create a new connection to Gmail
Connect Connected
Create a new connection to Slack
Connect Connected


7 steps
Done — 12 deals had gone quiet. Personalised drafts are in Gmail, call slots are held for warm replies, every touch is logged in HubSpot, and the team brief is in #sales. I'll keep watching the pipeline.
Starts
Deal Inactive 14 Days
Source
HubSpot
Source
Marcus
Research the buyer and draft the follow-up
Deliver
Drafts to you in Gmail
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can run your comms:
Create a new connection to Gmail
Connect ConnectedCreate a new connection to Notion
Connect Connected
Create a new connection to Slack
Connect Connected

7 steps
Done — 9 routine replies are drafted for your review, 4 threads are flagged for you, the clashing meetings are declined, and the digest is in #inbox. Same again tomorrow.
Starts
Every weekday at 8:00 AM
Source
Gmail
Source
Notion
Marcus
Sort the inbox, draft and flag
Deliver
Digest to you in Slack
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can run your comms:
Create a new connection to Gmail
Connect ConnectedCreate a new connection to Notion
Connect Connected
Create a new connection to Slack
Connect Connected

7 steps
Done — 9 routine replies are drafted for your review, 4 threads are flagged for you, the clashing meetings are declined, and the digest is in #inbox. Same again tomorrow.
Starts
Every weekday at 8:00 AM
Source
Gmail
Source
Notion
Marcus
Sort the inbox, draft and flag
Deliver
Digest to you in Slack
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can run your ops:
Create a new connection to Stripe
Connect Connected
Create a new connection to Google Sheets
Connect Connected
Create a new connection to Slack
Connect Connected



7 steps
Done — 31 payments reconciled, the revenue sheet is current, 3 overdue invoices are chased, and one failed payout is flagged for you. The summary is in #operations.
Starts
Every day at 7:00 AM
Source
Stripe
Source
Google Sheets
Marcus
Reconcile, chase and update the board
Deliver
Summary in #operations
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can run your ops:
Create a new connection to Stripe
Connect Connected
Create a new connection to Google Sheets
Connect Connected
Create a new connection to Slack
Connect Connected



7 steps
Done — 31 payments reconciled, the revenue sheet is current, 3 overdue invoices are chased, and one failed payout is flagged for you. The summary is in #operations.
Starts
Every day at 7:00 AM
Source
Stripe
Source
Google Sheets
Marcus
Reconcile, chase and update the board
Deliver
Summary in #operations
Message Marcus anything you want to build or automate.
Happy to take this over. Connect Xero so I can work on your books:
Create a new connection to Xero
Connect Connected

7 steps
Done — 47 bank lines are reconciled, 5 overdue invoices are chased, and the month-end pack is with your accountant. I'll keep the books current from here.
Starts
Last day of the month
Source
Xero
Source
Google Sheets
Marcus
Reconcile, chase and build the pack
Deliver
Pack to your accountant
Message Marcus anything you want to build or automate.
Happy to take this over. Connect Xero so I can work on your books:
Create a new connection to Xero
Connect Connected

7 steps
Done — 47 bank lines are reconciled, 5 overdue invoices are chased, and the month-end pack is with your accountant. I'll keep the books current from here.
Starts
Last day of the month
Source
Xero
Source
Google Sheets
Marcus
Reconcile, chase and build the pack
Deliver
Pack to your accountant
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can run your admin:
Create a new connection to Notion
Connect Connected
Create a new connection to Salesforce
Connect Connected

7 steps
Done — the Notion database matches Salesforce again, 19 stale pages are updated, and briefing docs for all 6 calls this week are ready. I'll keep the two in sync.
Starts
Every day at 6:00 PM
Source
Salesforce
Source
Notion
Marcus
Sync Salesforce into Notion and prep briefs
Deliver
Briefs in Notion
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can run your admin:
Create a new connection to Notion
Connect Connected
Create a new connection to Salesforce
Connect Connected

7 steps
Done — the Notion database matches Salesforce again, 19 stale pages are updated, and briefing docs for all 6 calls this week are ready. I'll keep the two in sync.
Starts
Every day at 6:00 PM
Source
Salesforce
Source
Notion
Marcus
Sync Salesforce into Notion and prep briefs
Deliver
Briefs in Notion
Message Marcus anything you want to build or automate.
Happy to take this over. Connect your ad accounts so I can watch the spend:
Create a new connection to Google Ads
Connect ConnectedCreate a new connection to Meta Ads
Connect ConnectedCreate a new connection to TikTok Ads
Connect Connected

7 steps
Done — TikTok is your cheapest lead this week, two Meta ad sets are burning budget, and the shift I'd make is in the brief in #marketing. Same check tomorrow.
Starts
Every day at 9:00 AM
Source
Google Ads
Source
Meta Ads
Marcus
Compare spend and flag wasted budget
Deliver
Brief in #marketing
Message Marcus anything you want to build or automate.
Happy to take this over. Connect your ad accounts so I can watch the spend:
Create a new connection to Google Ads
Connect ConnectedCreate a new connection to Meta Ads
Connect ConnectedCreate a new connection to TikTok Ads
Connect Connected

7 steps
Done — TikTok is your cheapest lead this week, two Meta ad sets are burning budget, and the shift I'd make is in the brief in #marketing. Same check tomorrow.
Starts
Every day at 9:00 AM
Source
Google Ads
Source
Meta Ads
Marcus
Compare spend and flag wasted budget
Deliver
Brief in #marketing
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can answer your customers:
Create a new connection to Intercom
Connect Connected
Create a new connection to Slack
Connect Connected
7 steps
Done — 18 routine questions are answered, 2 sensitive threads are with you with full summaries, and the recap is in #support. I'll keep watching the inbox overnight.
Starts
New Intercom conversation
Source
Intercom
Source
Notion
Marcus
Answer or escalate with a summary
Deliver
Recap in #support
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can answer your customers:
Create a new connection to Intercom
Connect Connected
Create a new connection to Slack
Connect Connected
7 steps
Done — 18 routine questions are answered, 2 sensitive threads are with you with full summaries, and the recap is in #support. I'll keep watching the inbox overnight.
Starts
New Intercom conversation
Source
Intercom
Source
Notion
Marcus
Answer or escalate with a summary
Deliver
Recap in #support
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can build your brief:
Create a new connection to Stripe
Connect Connected
Create a new connection to Google Analytics
Connect Connected
Create a new connection to Google Sheets
Connect Connected



7 steps
Done — revenue is up 6% on last week, traffic is steady, and there's a refund spike worth a look. The full brief is in #general. Same time tomorrow.
Starts
Every day at 7:30 AM
Source
Stripe
Source
Google Analytics
Marcus
Pull the numbers and flag what matters
Deliver
Brief in #general
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can build your brief:
Create a new connection to Stripe
Connect Connected
Create a new connection to Google Analytics
Connect Connected
Create a new connection to Google Sheets
Connect Connected



7 steps
Done — revenue is up 6% on last week, traffic is steady, and there's a refund spike worth a look. The full brief is in #general. Same time tomorrow.
Starts
Every day at 7:30 AM
Source
Stripe
Source
Google Analytics
Marcus
Pull the numbers and flag what matters
Deliver
Brief in #general
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can review your contracts:
Create a new connection to Gmail
Connect Connected
Create a new connection to DocuSign
Connect Connected

7 steps
Done — 3 clauses shift liability your way and the redlines are drafted in Gmail, ready to send back. The renewal register is current and the clean copy is staged in DocuSign.
Starts
New contract forwarded
Source
Gmail
Source
DocuSign
Marcus
Review, redline and log the renewal
Deliver
Redlines to you in Gmail
Message Marcus anything you want to build or automate.
Happy to take this over. Connect these apps so I can review your contracts:
Create a new connection to Gmail
Connect Connected
Create a new connection to DocuSign
Connect Connected

7 steps
Done — 3 clauses shift liability your way and the redlines are drafted in Gmail, ready to send back. The renewal register is current and the clean copy is staged in DocuSign.
Starts
New contract forwarded
Source
Gmail
Source
DocuSign
Marcus
Review, redline and log the renewal
Deliver
Redlines to you in Gmail
Security
Enterprise-grade security.
You stay in control.
Marcus is built for company data, with granular permissions, approval controls, audit logs and enterprise compliance.
Customers
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Put Marcus to work →
Pull our open pipeline from Salesforce and forecast what's likely to close this quarter. Flag any deal that's slipped more than two weeks — and send me this every Monday at 8am.
Done ✅ You'll get the pipeline forecast in this chat every Monday at 8am, with slipping deals flagged. Want anything added or changed? Just say the word.
Starts
Every Monday at 8:00
Marcus
Run Weekly Pipeline Report
Deliver
Post the result in this chat
Message Marcus…
Marcus can make mistakes. Check important info.