The SME Content Production Playbook: From Expert Interview to Published Authority Content

Building authority content from internal subject matter experts is a five-step operating model: select the right expert for the topic, capture a single structured interview, route it through editorial review, get it approved, then reuse that one interview across articles, video, podcast, and social. Most B2B teams break at step two, capture, because they treat SME time as a one-off video shoot instead of a repeatable production input.

Why This Operating Model Exists

Every company has subject matter experts. Almost none of them have a system for turning what those experts know into consistent content. The usual pattern is a single blog post pulled from a single interview, published once, then forgotten. That produces authority content in bursts, not on a cadence, and it burns the SME's limited time on a single output instead of six.

A repeatable operating model fixes both problems. It turns expert knowledge into consistent B2B content because the same five steps run every week, on the same schedule, with the same roles doing the same jobs. And it multiplies the return on every hour an expert spends talking, because capture is decoupled from any single output format.

Step 1: Expert Selection

Pick the SME by topic gap, not by seniority or availability. Start from the questions your buyers are actually asking, in sales calls, support tickets, and search, and match each one to the person inside the company who could answer it most credibly. A rotating panel of 4-6 experts across a quarter beats leaning on the same one or two people until they burn out.

Step 2: Interview Capture

One structured, 30-minute conversation is the unit of production. A marketer runs the interview from a short question list built around the target topic, not a script, so the SME talks the way they would to a customer. Record video and audio together. This single session is the raw material for everything downstream, so it is worth treating as a production event, not a quick call.

Step 3: Editorial Review

The recording goes to an editor, not straight to publishing. The editor's job is to find the through-line, the two or three claims and stories worth building content around, and to flag anything unclear, unsupported, or off-brand before it moves further. This is also where factual claims get checked and where the raw transcript starts turning into structured drafts.

Step 4: Approval

Two approvals happen before anything goes live: the SME confirms their own quotes and technical claims are accurate, and a legal or compliance reviewer clears anything touching customer data, competitive claims, or regulated topics. Skipping either approval is the most common reason authority content gets pulled after publishing instead of before.

Step 5: Reuse Across Formats

One approved interview becomes multiple pieces of content, not one. This is the step most teams never build a system for, which is why the same expert ends up re-interviewed five separate times for five separate assets instead of once.

The Weekly Production Cadence

Running this as a system means assigning the five steps to five roles across a fixed week, so the model does not depend on any one person remembering to do their part.

- Monday, SME and marketer: confirm the week's topic and the 4-6 questions the interview will cover. - Tuesday, SME and marketer: run the 30-minute interview and capture video and audio. - Wednesday, editor: review the recording, pull the through-line, and produce the first structured drafts across formats. - Thursday, SME and legal reviewer: SME confirms quotes and claims, legal reviewer clears anything sensitive. - Friday, final publisher: schedule and ship the approved assets across every channel on the reuse matrix below.

Missing any one role on any one day is what turns "we do expert content" into "we did expert content once."

The Content-Reuse Matrix

A single 30-minute interview should map to at least four distinct outputs, each built for how its audience actually consumes content.

- One long-form article (1,000-1,500 words) built around the through-line the editor identified, for the industry hub and organic search. - Three to five short video clips (60-90 seconds each), one per strong sound bite, for social and paid distribution. - One podcast segment (8-12 minutes), either standalone or folded into a themed episode with other SME interviews from the same quarter. - Two to three social posts quoting the SME directly, tied back to the long-form article. - One sales enablement excerpt, a one-page summary or talk track the sales team can use in calls with prospects asking the same question the

SME just answered.

As MarketScale's own platform definition puts it, the point of a system like this is that "marketing runs one system to create, approve, and distribute articles, video, podcasts, and social content that builds authority and drives demand" instead of running five separate, disconnected production efforts off the same expert knowledge.

The teams that treat SME content as infrastructure, a fixed weekly cadence with clear roles, rather than as an occasional project, are the ones who end up with a real library of authority content instead of a handful of one-off posts that stopped getting made once the person who owned the project moved on.