MuhammadFrameworks · Field guides
Is this client about to leave? Is this ad good enough to run? Is this post earning trust, or just filling the calendar? Most people answer those by feel. Each framework here replaces the feeling with an instrument: a few observable things, scored honestly, and a rule that tells you what to fix first.
Three field guides · Digital PDF · Delivered through Gumroad
01 The frameworks
Each one has its own page with a working version of the instrument on it, free to use. The field guide is the full system behind it, and you get it from Gumroad.
For consultants, freelancers and agency owners
Your clients cannot judge the quality of your work, so they judge the evidence of it. Four observable behaviours, multiplied into one score per client, the seven stages that move it, and a 90-day sprint to run it on purpose.
For nonprofit teams, fundraisers and media buyers
A donor can care deeply and still scroll past. One card, two red lines and six measures tell you in ninety seconds whether an ad is ready, and which part to rebuild if it is not. Then sixteen cause playbooks for building the next one.
For independent agency owners, 5 to 50 people
You sell marketing, so your own marketing is read twice: once as a message, once as a sample of the work. Five buyer trust states, nine persuasion levers, and a score every piece passes before it ships.
02 The family resemblance
A client relationship, a charity appeal and an agency's LinkedIn feed have little in common. The way each one gets measured here has everything in common.
Every score is built from things somebody else could have seen: a promise kept, a fact with a source, a post that arrived on the day you said it would. Intentions are invisible, so none of the three lets you score them.
Trust Measured and Social Measured multiply, so one collapsed variable collapses the score. NGO Measured refuses to ship an ad with a zero on any measure, whatever the total. A strong average is never allowed to hide a hole.
Each instrument ends in the same instruction. It is the cheapest improvement on offer, and it is the one most people skip in favour of polishing what is already good.
03 Where to start
Start from the problem on your desk, not from the one that sounds most interesting. Each page lets you try the instrument before you decide anything.
A client I served well just left, and I did not see it coming.Trust MeasuredScore the relationship→
We keep running appeals, and nobody can tell me which ones are any good.NGO MeasuredScore the ad→
The agency posts every week, and the pipeline still runs on referrals.Social MeasuredScore the content→
I would rather have somebody run this with me than read about it.Mentoring and coachingFour calls a month→
04 The author
I trained as an avionics engineer before I worked in design, software and growth. Two habits survived the career changes. Inspect the whole aircraft, not the part making the noise. And when instinct and the instruments disagree, trust the instruments, because that is what they are for.
Most of what gets called judgement in client work, fundraising and content is a feeling nobody has tried to take apart. When you do take it apart, it usually turns out to be four or six observable things, and one of them is quietly doing the damage.
None of the three asks you to take my word for anything. The research is cited, the platform rules are quoted from the platforms, and every example that is a composite says so. The full record is on the about page.
Next step
Try an instrument on something real this week. If what it shows you is bigger than one client, one ad or one feed, the discovery call is free and you keep the roadmap either way.
