Marketing
Plan marketing from the evidence behind demand.
Understand channel performance, lead quality and the revenue evidence behind the next budget decision. Give your team a campaign direction they can take into production.
Illustrative people · Actual app with sample data
The marketing question
Which activity is contributing to qualified demand, and what should we try next?
A channel can bring plenty of leads while another brings fewer, better sales conversations. Traffic, engagement and low acquisition costs only tell part of that story.
MarketLyfter OS brings available channel evidence and supported CRM outcomes into the review. Check the coverage, involve Sales where lead progression needs context, and give the next campaign a reason.
- 01
Read beyond volume.
Review lead quality and opportunity progression alongside the cost of attracting demand.
- 02
Know what is attributed.
Separate recorded activity from matched outcomes and the gaps still needing attention.
- 03
Give production direction.
Carry the audience, hypothesis and agreed next step into a brief the team can review.
Inside the Marketing workspace
Follow each channel’s evidence.
Five views let you move from the overall picture into the source detail. Select a view to see its purpose, current interface and measurement boundaries.
See the activity and the measurement behind it.
Start in Marketing Performance to review website demand, paid spend, email activity and social engagement for the selected period. Source readiness and measurement notes help you judge what can be compared.
Channel activity can appear before an outcome is matched to a campaign and CRM record. Use the attributed-outcome section to see what the available evidence supports.
Keep in view: Raw activity, matched demand and attributed revenue answer different questions.
Understand demand arriving on the website.
Review stored GA4 traffic, Search Console visibility, form demand and routing risks. Inspect observed dates and source coverage before interpreting a change in traffic or search clicks.
Then check form-to-CRM matching. An unmatched form needs investigation before it can support a claim about lead progression or revenue.
Keep in view: Matching identifies a CRM record; it does not, by itself, confirm an owner or a sale.
Put delivery costs beside supported outcomes.
In Advertising, compare spend, impressions, clicks, click-through rate and cost per click for the selected account and period. Campaign and ad detail help locate the activity behind an aggregate result.
Where matches exist, inspect website leads, opportunities, pipeline and closed revenue alongside the advertising economics. Review cost per lead, cost per opportunity or ROAS only with their measurement basis in view.
Keep in view: A provider-reported event may repeat. Cost per event is not automatically cost per unique lead.
Read engagement in its follow-up context.
Compare available sends, opens, clicks, replies and meetings by program. Use response patterns and follow-up risks to investigate audience fit, message relevance and the handoff into Sales.
Different providers expose different events. Check what was tracked before comparing programs or interpreting a missing open or click.
Keep in view: Observed event totals do not necessarily describe one deduplicated audience moving through a funnel.
Find useful signals in the available social data.
Use Social to review platform-specific audience, distribution, post performance, engagement mix and available downstream demand signals. Compare formats or cadence only where the account supplies the required data.
Review a signal with B.A.K.E.R. or continue through the app’s Social Studio link when it calls for new content. A platform tab still needs an authorized account and supported API coverage.
Keep in view: Engagement can inform a creative decision. It is not revenue, and a platform label is not a connection.
A worked marketing decision
The cheapest lead may not be the next opportunity.
Imagine two channels promoting a guide for delivery leaders. Paid search appears efficient by lead volume. A review with Sales gives the comparison a different perspective.
01 / Compare like with like
Look at who progresses.
In this illustrative comparison, search produces 100 recorded leads at $20 each. Social produces 40 at $50 each. Yet more of the social leads meet the agreed qualification criteria and progress to an opportunity.
That is a reason to investigate audience fit, message intent and sales follow-up. Confirm source matching, cohort maturity and a common definition of “qualified” before deciding what to test.
The decision remains yours: neither cost per lead nor this small comparison establishes which channel will produce more revenue.
Illustrative worked comparison
Example figures for a review discussion. These are not results from the app screenshots or a customer campaign.
| Review measure | Paid search | Paid social |
|---|---|---|
| Spend | $2,000 | $2,000 |
| Recorded CRM leads | 100 | 40 |
| Cost per lead | $20 | $50 |
| Qualified leads | 10 | 12 |
| Opportunities | 5 | 8 |
| Lead → opportunity | 5% | 20% |
- 02 / CHECK THE MATCH
Trace what the revenue view can support.
With leadership access, open Revenue Attribution to inspect selected-CRM source contribution, lead progression, pipeline and won revenue. Use its attribution gap to identify closed revenue still labelled Unattributed.
Review this with Sales or leadership if the detail is outside your access. Align the date ranges before comparing views, and examine unmatched forms or missing campaign links before allocating outcomes to a channel.
Two different scopes: a CRM source label can classify won revenue while campaign-to-CRM matching remains incomplete. Matching is evidence of a recorded link, not proof of causation.
Sample data Website visits and form submissions are separate feeds. Person-level progression starts in the selected CRM. The $0 attribution gap refers to closed revenue labelled Unattributed in this view; it does not prove that every campaign touch is matched or causal. - 03 / CHOOSE WHAT TO TEST
Turn the question into a campaign direction.
Ask B.A.K.E.R. to explain the authorized page and source evidence, identify missing context and help frame the next investigation. Bring Sales into the review when qualification or opportunity progression requires CRM detail.
A question to investigate“What does the available evidence tell us about these leads, what is still unmatched, and what should we check before changing the campaign?”
For the example, you might test a more specific search message for delivery leaders while reviewing follow-up consistency with Sales. You choose the audience, budget, success measure and review date; B.A.K.E.R. does not establish the cause or move the budget for you.
Campaign intelligence: in Campaign Studio, use available business context, supplied URLs, public research or a custom topic to develop the direction. AI and research depend on workspace configuration and source availability.
Sample data Choose the source material and focus for a campaign topic, or supply a custom direction. These controls show the preparation workflow; public research and generation require configured services and review of their sources.
04 / From analysis to production
Give the brief a clear next owner.
Marketing decides what to test and why. Content Development takes the direction through production, review and the supported delivery workflow.
Keep the audience and angle with the work.
Campaign Studio keeps a saved campaign’s topic and direction together with its related content records. Review the saved brief before treating any assets as ready.
Carry the agreed next step into an Action Center task with an owner, a due date and the brief reference. A saved brief and an assigned task give the handoff a place to return to; generating, approving and delivering content are separate steps.
See how follow-up is assigned
Marketing defines
The reason to create.
Audience, objective, campaign angle, source material and the measure you plan to review. Include the uncertainty the next test should address.
Content Development produces
The work to review.
Continue in Campaign Studio for supported social, blog and document outputs. The production team reviews drafts and their delivery requirements in the relevant studio.
The team revisits
The evidence after delivery.
Return to channel activity and supported CRM outcomes after the agreed review window. Check coverage and follow-up before drawing a conclusion about the test.
Research that informs the brief
Bring a source, then evaluate what it adds.
Campaign, Social and Blog workflows can use configured public research or selected source material. Use it to sharpen a question or a topic, with a person reviewing relevance and credibility.
- Connected business context: start from the evidence the workspace is authorized to use.
- Supplied URLs: bring an article, landing page or reference into the supported research workflow.
- Public news and trends: investigate available public sources. Trending social research is not a complete live feed of every network.
- Your own direction: provide a custom topic and angle when the team already knows the question to explore.
Take the workflow further
Choose the marketing decision you need to make.
Marketing ROI and Budget Decisions
Put spend, matched outcomes and measurement gaps into the same budget discussion.
Campaign Production and Approvals
Carry a clear brief into coordinated drafts, review and supported delivery.
Cross-Department Accountability
Agree what Marketing, Sales and delivery need to check, who owns it and when to return.
Before you connect the evidence
A few practical questions.
Will every channel be connected when we start?
No. The data available depends on the accounts authorized for the workspace, provider scopes, sync state and API coverage. A listed provider or platform tab does not mean that account is connected or that every metric is available.
Can we keep our existing marketing tools?
Review which of your current sources have a supported integration and what data each supplies. The analysis uses available connected evidence; your advertising, email and other source tools retain their own account settings and delivery controls.
Why can activity be present without attributed revenue?
Clicks, spend, form submissions and engagement can arrive without a defensible campaign-to-CRM match. The dedicated Revenue Attribution page also reports source labels from the selected CRM. A source-labelled deal is not proof of a complete campaign history, and neither type of match establishes causation.
Can every marketer open Revenue Attribution?
The dedicated Revenue Attribution route requires leadership access. Marketing has its own permitted channel views. Bring an authorized Sales or leadership colleague into the comparison when the next question needs broader CRM evidence.
How do we collaborate on the next campaign?
Agree the audience, hypothesis, source material and review measure, then carry the direction into Campaign Studio. Assign follow-up through Action Center with a clear owner and due date. Content Development continues the production and review work; a saved brief does not automatically generate or publish the assets.
Your next marketing review
Bring the campaign question behind the budget.
Tell us which channels you use, how you judge lead quality and where the handoff into production gets difficult. We’ll walk through the evidence and the next decision with your team in mind.