Attribute revenue to every marketing touchpoint automatically
AirOps MCP connects your CRM, ad platforms, and analytics stack to build a unified attribution model. It joins ad spend data from Google and Meta, email engagement from HubSpot, and closed-won data from Salesforce to compute first-touch, last-touch, and linear attribution for every deal. Reports are generated on demand and delivered to Slack or Notion — no data team required.
Process
Connect your revenue and marketing data
Link Salesforce or HubSpot for deal data, Google and Meta for ad spend, and your email platform for engagement data.
Select your attribution model
Choose from first-touch, last-touch, or linear (time-decay) attribution. AirOps generates all three so you can compare.
Define your reporting dimensions
Set how to segment the data — by channel, campaign, content piece, or team. Add CAC and ROI calculations per dimension.
Run your first attribution report
Review the output and validate that channel mapping and deal data look correct before setting up automated delivery.
Schedule recurring delivery
Configure weekly or monthly report delivery to Slack or Notion. Reports include period-over-period comparisons automatically.
Key benefits
Publish 10,000+ pages from a single workflow run
Related use cases
Replace manual handoffs and copy-paste workflows across your tools with intelligent automations that understand context.
Trigger the right onboarding steps for each customer based on their role, use case, and product activity — without manual intervention.
Draft personalized, on-brand responses to every G2, Capterra, and App Store review — in minutes, not hours.
Get a daily digest of every place your brand is mentioned — with sentiment scores, source ranking, and suggested responses.
Generate a full content calendar — posts, captions, hooks, and hashtag sets — across LinkedIn, X, and Instagram from a single brief.
Produce thorough, well-researched blog posts, guides, and reports that are grounded in real sources and written in your voice.
Automatically refresh battlecards when competitors ship new features, change pricing, or shift messaging.
Track product changes, pricing moves, job postings, and content strategies across your top competitors — automatically.
Generate dozens of landing page copy variants grounded in your best performers, then run structured tests at scale.
Audit your live content library, find underperformers, and rewrite them to recover rankings and engagement.
Understand exactly when and why users churn — with cohort breakdowns delivered to your team on a recurring schedule.
Map every deal back to the campaigns, content, and channels that influenced it — with multi-touch attribution models built in.
Monitor your most important KPIs continuously and get intelligent, contextualized alerts the moment something looks off.
Pull data from multiple sources and generate executive-ready reports with charts, trends, and plain-language insights.
Detect product changes from release notes and tickets, then draft updated help articles before customers notice the gap.
Classify, prioritize, and draft responses for incoming tickets using your knowledge base and CRM data — before an agent touches them.
Transform a blog post, webinar, or report into a full library of channel-ready assets — automatically.
From a single campaign brief, generate coordinated copy for ads, emails, social, and landing pages — all in your brand voice.
Aggregate logs, metrics, and runbooks instantly to diagnose production incidents and draft post-mortems automatically.
Get AI-powered code review comments, auto-generated PR summaries, and documentation that stays in sync with your codebase.
Craft hyper-relevant emails and LinkedIn touches that reference each prospect's specific context — automatically.
The moment a lead enters your CRM, AirOps enriches it with firmographics, tech stack, and buying intent — automatically.
Audit hundreds of pages, rewrite title tags and meta descriptions, and push updates directly to your CMS.
Pull live SERP data, surface content gaps, and deliver structured briefs your writers can act on immediately.
Build thousands of data-driven landing pages — by location, keyword, or product attribute — that rank and convert.