Are you getting the GEO value from all that video?

The expensive part of a video shoot is the access. The finished film uses a fraction of what that access produced.

A lot of B2B brands are putting serious money into video — customer films, executive interviews, event footage, social clips, agency shoots with crews and producers and locations and several rounds of edits.

The obvious question afterwards is whether the video performed. I think there’s a better one, which is whether anything else was done with what got captured to make it.

Let me be careful about what I’m not claiming. Publishing a video does not magically improve how a brand appears in AI search, and I’d be suspicious of anybody selling that. The relationship is considerably less direct than the current enthusiasm suggests.

The interesting thing happens earlier, during the shoot.

A good customer interview can produce something that is becoming genuinely scarce: first-hand information that exists nowhere else on the web. A customer explaining precisely how a regulation changed their workflow. An accountant describing a problem their clients never see. A founder giving numbers, or language, or an operational detail that no generic article could reproduce.

Then a three-minute film gets published, and the remaining fifty minutes go onto a drive.

That’s a strange use of expensive access at a moment when every organisation is worrying about differentiation.

Some of the budget is buying internal visibility

It’s worth being honest about why this persists, because it isn’t stupidity.

A shoot produces something that looks unambiguously valuable from inside the organisation. There is a crew, a location, proper lighting. Senior people appear in it. The edit comes back looking superb, and it is obvious to everybody who sees it that serious work has been done. It goes up on LinkedIn, and a good share of the organic engagement is people who work for the company saying how good it looks. Then paid media goes behind it to reach the audience it was actually made for.

There is nothing wrong with that in itself — paid distribution is distribution, and buying reach is a legitimate way to get something in front of people. The problem is that three quite different things are being counted as one.

Internal visibility is the effect on colleagues and leadership: proof that the team is producing significant work. Paid reach is bought, and would have been available for almost any asset. External organic value is whether anybody outside the organisation, who was not paid for, sought this out or found it useful enough to pass on.

Only the third is evidence that the thing was worth making, and it is consistently the least reported of the three.

I should put myself inside this rather than describe it from outside. I’ve worked on content whose clearest measurable outcome was that people internally thought it was good, and I was pleased about it at the time. That is a genuinely nice thing to happen and it isn’t nothing. It is also not the same as somebody outside the organisation deciding the work was worth their attention, and the two feel far more similar than they should.

I’d rather not turn this into a cheap point, either, because internal visibility is not illegitimate. A film that finally makes a sales team understand a customer’s situation, or that gets a leadership group to back a programme, has done real work — and internal persuasion is often the harder problem. The failure is narrower than that: it’s when internal enthusiasm gets read as evidence that the audience wanted it, which is the one thing it cannot tell you.

What it sounds like at the other end

The reason this matters beyond the accounting is that it has an output, and the intended audience can recognise it immediately.

Technology companies talking to finance leaders tend to produce material that sounds like every other technology company talking to finance leaders. It names the pressures a CFO is under without telling them anything they didn’t already know, describes a category rather than a decision, and could be re-badged for a competitor with a find-and-replace. I’ve spent a long stretch working on research for that audience, and the gap between what finance leaders actually argue about and what gets said to them in marketing is not small.

Video tends to make this worse rather than better, and the mechanism is structural rather than creative. An expensive, highly visible asset attracts more approvals than a blog post, and every specific claim is something an approver can reasonably object to. The safe version survives each pass. What comes out is fluent, beautifully shot, and says nothing anybody could disagree with — which is generally the same as saying nothing anybody needed.

Approvability and usefulness are different properties. A process weighted towards internal comfort will select hard for the first, and the finished film is where that selection is most visible, because it is the format with the most people standing behind it.

Which is the actual case for doing the evidence-gathering, rather than a nice thing to do alongside it. A shoot that captures something specific — a number from the customer’s own operation, a case where the standard advice failed, the language they use rather than the language the category uses — produces material that an approval process cannot easily flatten, because there is no generic version to retreat to. You can water down a claim. It is much harder to water down somebody’s account of what actually happened to them. Specificity isn’t a stylistic preference in this argument. It’s the only durable defence against a process that would otherwise arrive at the safe version by default.

The question before the camera turns on

If a business already knows which questions it wants to be authoritative on, those questions can go into pre-production rather than being discovered afterwards.

The sequence isn’t complicated. Visibility analysis identifies a question that matters to the audience. Somebody editorial works out what evidence would actually improve the answer. The interview is designed to capture that, alongside everything the film needs. The agency produces the video as normal. And then the underlying evidence is turned into something crawlable — a clean transcript, an edited Q&A, attributable quotations, a source page, short clips answering specific questions, or a stronger article built around what the customer actually said.

The video stays the video. What changes is that the shoot has become an evidence-gathering exercise as well as a production one, and the difference costs almost nothing at the point where it matters. That sequence is the Evidence Engine applied to a production schedule — establish what you know, name what you still need to find out, and design the access around the gap rather than around the asset.

Video is probably the capture layer, not the whole answer

This distinction is worth being precise about, because it’s where the claims tend to get loose.

Google has a well-established video-search layer, and its guidance is explicit that video can appear across the main search results, video mode, Google Images and Discover. It recommends making videos discoverable and indexable, using dedicated watch pages where appropriate, and supplying useful metadata. VideoObject structured data helps Google understand the video, and key moments can be marked through structured data or YouTube timestamps. Google’s video SEO guidance and its VideoObject documentation are both clear that the page around the video matters as much as the file.

That establishes a real video-search opportunity. It does not establish that a finished video creates generative-search visibility, and the two keep getting conflated.

For AI search specifically I’d be more cautious. OpenAI’s publisher guidance says public web content needs to be accessible to OAI-SearchBot for it to be available for inclusion in ChatGPT search summaries and snippets — which makes the crawlable layer around valuable source material important before we even reach the harder question of how different systems interpret video itself.

So my working hypothesis isn’t that video improves GEO. It’s that video can create proprietary evidence, and that editorial and technical work can make more of that evidence discoverable. That’s a narrower claim and a more interesting one, because the second half is entirely within an organisation’s control.

The expensive part has already happened

There’s also a fairly mundane economic argument underneath all this.

If an organisation has already paid for the customer access, the agency, the crew, the location and the edit, then asking several better questions during the interview costs approximately nothing. The same is true afterwards: producing a transcript and turning two strong answers into usable web material is trivial next to the cost of arranging that access again.

Access is the scarce input. Everything else is comparatively cheap, and organisations routinely spend heavily on the cheap part while discarding most of the scarce one.

Which suggests a specific and limited role for editorial teams around video. Not another sign-off layer, not attempting to become producers, and definitely not turning every interview into twenty mediocre pieces of repurposed content. Just three questions before a strategically important shoot — what do we want to know that we don’t already know, what can this person tell us that nobody else can, and which audience questions could this access help us answer with better evidence — and one afterwards: what unique knowledge did we just pay for, and have we made enough of it usable?

I’d test this rather than build it

I don’t think the next move is a video GEO framework rolled out across every production, and I’d be wary of anybody who does.

I’d try it on one customer shoot. Start with a question the organisation genuinely wants authority on. Design several interview questions specifically to produce first-hand evidence for it. Make the normal film. Then publish the strongest underlying material in written and video form, and watch what happens over the following months — whether the page surfaces for relevant searches, whether the material gets reused, whether it strengthens an existing article, whether it appears in AI-generated answers, and whether it gave the organisation something different to say.

The result might be nothing much. That would be worth knowing too, and it would be considerably cheaper to establish than the alternative of assuming it works.

But if B2B organisations are going to keep spending at this level on original video, it seems worth finding out whether the durable value is sitting in the material they’re already leaving on the cutting-room floor.