You: Report last week’s paid campaigns: spend, leads and pipeline by channel, and where to move budget.
AI for marketing
Connect campaign data. Turn it into useful work.
Build agents that research audiences, draft content from your product knowledge, and assemble campaign reports.
Weekly campaign report
Audience intelligence
Build campaigns on real data. From your CRM and analytics.
Pull segments, engagement, and deal velocity to target real pain points and buying signals.
marketing
Break down our active audience by segment and engagement level.
I’ve pulled segment data from HubSpot and Mixpanel. Here’s the breakdown by engagement.
Perfect — draft a targeted email campaign for the mid-market segment.
Done. I’ve drafted a 3-email nurture sequence tailored to cost-conscious scalers, highlighting ROI benchmarks and migration ease.
Mid-Market Nurture Sequence.pdfContent engine
Generate content that sounds like you. Reuse guidelines and product knowledge.
Draft blog posts, emails, and social copy from your brand guidelines, positioning, and customer language.
marketing
Draft a blog post, email sequence, LinkedIn post, and case study for the product launch.
Done. I’ve generated all four pieces using your brand voice guidelines and product positioning docs.
Send the blog and LinkedIn post for review and schedule the emails for next Monday.
Done. Blog and LinkedIn post sent to the #content-review channel. The 3-email sequence is scheduled to start Monday at 9am EST.
Performance analytics
Report on what moves pipeline. Connect analytics with CRM results.
Ask in plain language which channels, content, and touchpoints drive qualified leads and closed deals.
marketing
Which channels are driving the most pipeline this quarter?
I’ve pulled attribution data from HubSpot and Google Analytics. Here’s pipeline contribution by channel.
Paid is underperforming. Pull a breakdown of spend vs. pipeline by campaign.
The top 3 paid campaigns account for 80% of spend but only 45% of pipeline. The webinar retargeting campaign has the best ROI at 4.2x. I’ve drafted a reallocation recommendation.
Paid Channel Reallocation.pdfMarket monitoring
Track the topics you care about. Schedule research with source links.
Pick sources and competitors, and an agent turns recent changes into a brief for content planning.
marketing
What topics are trending in our space this week?
Here’s this week’s trending topics across your monitored channels.
The AI-native workflows trend is interesting — draft a thought leadership post on it.
Done. I’ve drafted a LinkedIn article positioning our approach to AI-native workflows, referencing the Reddit discussion and Gartner report.
AI-Native Workflows — LinkedIn Article.pdfQuestions
The sources for one workflow: ad performance and your CRM for a campaign report, or product docs and brand guidelines for a draft.
Yes. Give it company knowledge, writing guidelines, and examples to draft from, and your team decides what gets published.
Yes. Define the metrics, sources, format, and cadence, then check the first runs against your current reports.
Adapt gives an agent the connections, shared context, and compute to work across your systems. Writing is one task in that workflow.