I keep seeing TikTok Shop advice that follows the same pattern.
Someone has a good month.
They look at one or two numbers.
Then they decide they know why it happened.
One creator I watched recently compared June with July. In June, she posted around 230 TikTok Shop videos and generated roughly £3k in GMV. In July, she posted around 145 videos and generated about £1.4k.
Her conclusion was simple.
She posted more videos in June, so she made more money.
And this is the sort of thing that drives me slightly mad.
Not because the numbers are wrong. They are right.
Not because posting more cannot increase your chances of making sales. Of course it can.
It annoys me because the conclusion skips over almost everything that actually matters.
June wasn't just another month
June was a major TikTok Shop sales period.
There were campaigns, discounts, missions, increased buyer intent, more promotional activity and potentially more seller advertising. Existing videos could have been receiving additional traffic. Products could have been converting better because the offers were stronger.
So how do we know the extra videos caused the extra GMV?
We don't.
More videos. More sales. But what actually caused what?
And this is where I think a lot of TikTok Shop advice goes wrong.
People see two things happen at the same time and assume one caused the other.
More videos.
More sales.
Therefore, more videos caused more sales.
Maybe.
But that is not analysis.
What I would actually want to know is how many individual videos produced sales in June, how many produced sales in July, how much GMV came from videos posted during each month, and how much came from older content that was already sitting there doing its job.
That would tell us something useful.
If 230 videos were posted in June but only 20 of them actually produced orders, then the story changes completely.
If most of the £3k GMV came from videos posted before June, the story changes again.
If conversion rates increased because of the summer sale, it changes again.
Making money isn't the same as understanding why
This is what frustrates me about some of the bottom-of-funnel TikTok Shop content I see.
The barrier to entry is so low that people can make money without necessarily understanding why they are making money.
You can put a product on a bed, move the camera over it, add some music, post it, and potentially get a sale.
Do that eight times a day and eventually something might work.
That is a perfectly valid way to make money.
But it is not the same thing as understanding content.
It is not the same thing as understanding why somebody stopped scrolling, why they watched, what objection was removed, what angle worked, what made them click, what made them buy, or whether the sale came from your creative at all.
And that distinction matters.
What happens when "post more" stops working?
Because when things are going well, almost any explanation can feel convincing.
The real test is what happens when they stop going well.
If your entire strategy is "post more", what do you do when posting more stops working?
Post even more?
That is where proper analysis becomes useful.
I would rather know which videos are producing sales, which products are converting, which creative angles repeatedly work, which videos are bringing in traffic, which old videos are still generating orders and whether changes in performance are actually coming from my content or from wider changes on TikTok Shop.
That is harder than looking at a monthly dashboard and saying, "I posted more, therefore I earned more."
But it is also far more useful.
Because numbers are not insight.
Numbers only become insight when you understand what caused them.
