Product Marketers Knowledge Base
Showing 15 of 15 published pieces.
An AI content system calibrated on its own output scores resemblance and reports it as quality. Ten articles scored 9.5 out of 10 and every one of them failed the first person who read it without being told what it said.
Find out what your quality evaluator was calibrated on before you trust another score.
The agents that gave back the most time make nothing at all. Automating the sorting removes work permanently, while automating production hands you more output to review, and only one of those was ever the bottleneck.
Pick the stream you triage most often and least willingly. Automate reading it, not answering it.
The gate is the part of an AI workflow you actually design. It belongs immediately before the first step you cannot take back, and it has to show you the finished work in the form it will really take.
Write down the first step your workflow cannot take back. That is where the gate goes.
The healthcare software sales cycle has one stage that dwarfs the rest. One CEO account puts six to eight months on the technical security assessment alone, and that stage is where the buying decision actually gets settled.
Run the non-champion question audit on your last three healthcare deals, then build what it exposes.
A launch has an end date. The story it replaced does not, and it keeps sitting on review profiles, partner listings, old pages and recorded webinars that were never in the launch plan.
Search for the sentence the launch replaced before planning the next one.
One product marketer against a seventeen-product portfolio is an allocation problem rather than a capacity one. Dividing the quarter evenly across the portfolio is the reliable way to produce seventeen accurate things that change nothing.
Answer three questions per product before planning a single quarter of work.
The standard answer to a buying committee is one document per seat. Gartner's data puts a 59% negative impact on group consensus when content is built for individuals, which makes the persona pack the wrong instrument for the job.
Find the two seats that keep disagreeing before you build anything for either of them.
A stalled deal gets blamed on the messaging because messaging is the part everyone can see. Five things could actually be broken, and only one of them is fixed by better words.
Diagnose which of the five failures you are looking at before you open the template.
PMM gets treated like a deck-and-copy service desk when the company routes unclear decisions through last-minute asset requests. Here is how to triage the request before absorbing the mess.
Use the PMM Request Triage before accepting another “quick” asset request.
Approvals move drafts. Judgment decides whether the draft deserves to move. AI content workflows need that difference built in.
Audit your AI content workflow before another polished draft gets approved for the wrong reason.
Positioning has not landed because the company likes it. It lands when the buyer can carry the meaning into another room.
Run the repeat-back test before you call the positioning final.
A clean AI draft can still come from messy GTM memory. Before fixing the prompt, inspect what the tool is allowed to inherit.
Before you automate more GTM work, pressure-test the system AI will inherit.
A sales deck is useful only when a seller can use it without translating it and a buyer can repeat the value after the call.
Run your current deck through the Sales Usability Test before redesigning another slide.
A practical checklist for finding where a polished sales deck breaks in a real buyer conversation.
Reps are quietly working around the deck and someone has asked you to redesign it.
A PMM clarity check for requests that look simple but are hiding unresolved buyer, message, proof, risk, or ownership decisions.
A request arrives that sounds simple and you are not sure the thinking behind it is ready.