Mishaal Murawala
13 min read
b2b marketing attribution: models, setup, and what to trust
Marketing attribution models compared, plus the setup that survives a board deck: form to CRM to opportunity, gclid loss, and reconciling GA4.
playbooks, not blog posts.
The same frameworks I install on client engagements. Give away the what. Sell the who-and-how. If you can run these yourself, you don’t need me.
Mishaal Murawala
12 min read
how to run a b2b marketing audit (template and checklist)
A marketing audit run from the operating seat: revenue math first, then measurement, channels, content, team, and a 30-day fix list.
Mishaal Murawala
10 min read
fractional cmo vs marketing agency vs full-time cmo
Fractional CMO vs agency vs full-time CMO. Who owns the number, what each costs, how to decide.
Mishaal Murawala
10 min read
fractional marketing vs fractional cmo: which do you need?
Fractional marketing is a category, not a role. Five shapes, what each costs, and how to pick the one that owns your number.
Mishaal Murawala
11 min read
generative engine optimization (geo) for b2b: get cited
Generative engine optimization gets your pages cited inside AI answers. The mechanics, the checklists, and how I measure it on my own site.
Mishaal Murawala
10 min read
how to hire a fractional cmo: process, questions, red flags
How to hire a fractional CMO: where to look, the brief, 12 interview questions, red flags, and contract terms.
Mishaal Murawala
9 min read
hubspot marketing attribution: setup, models, and limits
HubSpot marketing attribution: the three report types, the models, the setup, and the limits.
Mishaal Murawala
10 min read
pipeline forecasting for b2b saas: how to hit 90%+ accuracy
Pipeline forecasting predicts closed revenue from created pipeline and historical conversion, not rep sentiment. Coverage math and accuracy formula.
Mishaal Murawala
9 min read
what is answer engine optimization (aeo)? a b2b guide
Answer engine optimization makes your B2B site the source AI answers cite. Mechanics, a change checklist, measurement, and when to hire AEO help.
Mishaal Murawala
6 min read
private equity portfolio operations: the marketing lever
Private equity portfolio operations for marketing: the year-one questions, diligence checklist, and board numbers an operating partner actually uses.
Mishaal Murawala
7 min read
cac payback period: formula, benchmarks, and fixes
CAC payback is months to recover acquisition cost from gross profit, not revenue. Formula, segment thresholds, and the board questions that expose it.
Mishaal Murawala
6 min read
marketing roi measurement: what a cfo will actually defend
Marketing ROI measurement is not one attribution number. It is sourced vs influenced pipeline, stable methodology, and payback tied to cash.
Mishaal Murawala
5 min read
gtm consultant vs gtm operator: which one you need
A GTM operator installs systems your team keeps: demand, attribution, RevOps, and a weekly operating rhythm, unlike a consultant or CMO title rental.
Mishaal Murawala
6 min read
fractional cmo for private equity portfolio companies
A fractional CMO for portfolio companies, written by an operator who owned a P&L inside a private equity hold and moved the EBITDA line.
Mishaal Murawala
5 min read
gtm value creation for private equity portfolios
PE operating partners under-use go-to-market as a value-creation lever. Here is the framework, with each move tied to an exit-relevant number.
Mishaal Murawala
6 min read
what is a fractional cmo? role, cost, when to hire
What is a fractional CMO, what the role costs, and when to hire one. The operator test that separates a real one from an advisor with a deck.
Mishaal Murawala
6 min read
when to hire a fractional cmo (and when not to)
When to hire a fractional CMO: four triggers that mean yes, three that mean no. Written by an operator who turns some of these engagements down.
Mishaal Murawala
14 min read
fractional cmo cost in 2026: rates, retainers, tco
Fractional CMO cost in 2026: hourly rates, day rates, monthly retainers, project fees, and full-time TCO, with sourced ranges.
Mishaal Murawala
6 min read
fractional cmo vs. gtm engineer vs. agency
A direct comparison of three roles that all claim to fix pipeline — and a self-diagnosis guide for figuring out which one you actually need.
Mishaal Murawala
5 min read
why 80% of gtm initiatives fail before the first qbr
Most GTM initiatives die in the first 90 days — before the first QBR. Here is why they fail and what operator-led discipline looks like instead.
Mishaal Murawala
4 min read
the 30-day gtm install playbook
If I have 30 days inside a PE-backed B2B portco and one leading indicator I can move, this is exactly what I install, in order.
Mishaal Murawala
5 min read
mql vs sql: why i stopped measuring mqls
MQLs are a lagging indicator of an arbitrary handoff between two teams that often hate each other. Here is the metric I install in their place, and why.
talk to me
tell me what needs to move.
I will come to the call ready to tell you what I would do first.