Product Manager
Self-serve activation and retention without a SQL queue. Answers tied to product events.
Department · Marketing
From dashboard hopping to
agents on governed data.
Growth, lifecycle, and product marketing share certified funnel metrics. Not five tools and a spreadsheet religion.
Overview
Marketing that can defend the number.
Spend, funnel, and pipeline only work if they share one grain. Attribution that changes every QBR is a story, not a model. Growth, product, and finance should not fight over when a trial starts.
Company Brain puts MQL, SQL, and opportunity on shared definitions. Channel spend lands on pipeline, not vanity clicks. The weekly review is a cut of objects the team already trusts.
This page is for growth, lifecycle, product marketing, and the GTM squad that has to sit next to Sales and Finance.
- Growth and demand gen who need spend tied to pipeline
- Lifecycle and product marketing measuring activation, not vibes
- GTM leads who need a QBR that is a view, not a Sunday scramble
- Sales ops who need a handoff that is a contract, not a Slack ping
One funnelStages that mean the same thing on Monday
Spend → pipelineFinance can see the same number Marketing presents
Named modelAttribution versioned, not rewritten each QBR
Company Brain
What Company Brain is, and how it helps Marketing.
Company Brain is the governed context for spend, funnel, and pipeline. Stages, identity, and attribution sit as named objects. Campaigns cut from that grain.
Growth, product, and finance stop fighting over when a trial starts. The QBR is a view. Agents brief from certified metrics, not a generic model.
- MQL, SQL, and opportunity mean the same thing on Monday.
- Channel spend lands on pipeline, not vanity clicks.
- Attribution is a versioned rule. When it changes, the graph records why.
- Handoff to Sales is a contract on a shared object, not a Slack ping.
Use cases
Go from raw events to campaigns you can defend
Growth
Trial, convert, and activation, certified once
Growth, product, and finance stop fighting over when a trial starts. The funnel is a cut of Company Brain, not a HubSpot export plus a CRM hope.
- Segment or product events linked to warehouse models.
- Company Brain prep for the weekly growth review.
- Shared stages with Sales. Same Monday.
Spend to revenue
Same ROI story in ads, product, and finance
When a pipeline lags, you see it before the Monday standup, not after the spend is gone.
- Ads, product, and billing on one graph.
- Definition drift vs pipeline delay, diagnosed fast.
- Named attribution rule, versioned when it changes.
Grounded agents
Briefs from your data, not a generic LLM
Ask for audience quality or campaign ROI and get citations to certified metrics.
- No SQL ticket for a propensity question.
- Agents stay inside RBAC and approved KPIs.
- Thin context is said out loud.
Ops
What ran, what converted, what to kill
Assets, campaigns, and outcomes share IDs. The next brief starts from evidence, not last quarter’s favorite channel.
- Shared IDs across asset, campaign, and outcome.
- Kill list for channels that cannot join to pipeline.
- Brief from truth, not folklore.
Story
The QBR is a view, not a rebuild
Pipeline, spend, and win-rate sit on the same objects all quarter. The deck is a cut, not a Sunday scramble.
- Same objects Marketing already used on Tuesday.
- Deck as a cut of Company Brain.
- No scramble the weekend before leadership.
Contract
Handoff is a contract, not a Slack ping
Stage, owner, and next step sit on the same object. Marketing and Sales stop arguing about who dropped it.
- Shared object with a named next step.
- Person and account IDs locked before you add another tool.
- If the join is a hope, attribution is a story. Fix identity first.
How it lands
GTM and data. One funnel narrative.
Join
Person and account IDs before more tools
Ads, CDP, warehouse, and BI stay put. Metroflow crawls metadata. Lock identity first, then add the next channel.
- Connect the stack you already run.
- Name person and account before another integration.
- First certified funnel path documented.
Attribution
Name the model. Version it.
First-touch, last-touch, or custom. The rule is visible. When it changes, the graph records why.
- Activation is a metric, not a vibe. Named owner, formula, lineage to events.
- Board and growth read the same funnel.
- Rogue explores retired.
Cited
Weekly reviews without chart fights
Pipeline lag vs definition change, answered with proof. Agents propose. Humans approve.
- WBR in minutes, not a war room.
- Handoff contract live with Sales.
- Kill list for channels that cannot prove grain.
Focus
Retire channels that cannot prove grain
If it cannot join, it cannot claim pipeline. The kill list is a feature of an honest stack.
- Prove or retire.
- Join required before the next spend cycle.
- QBR stays a cut of the same objects.
Resources
Marketing resources
GTM playbooks plus two articles on funnel truth and consent.
Playbooks
GTM squad
BD, BA, and Marketing on one funnel truth. Handoff as a contract.