Discover The Smart Lesson Your Own Results Already Taught You

I have noticed something odd happening over the last few months, and it took me a while to work out what it was. I keep being told that AI can analyse things far better than I can, and most of the time that is true. But it can only analyse what you hand it. For years I assumed that meant handing it something clever, a tidy spreadsheet full of figures I did not fully understand myself. It turns out the thing worth handing it is much simpler than that. It is just your own results.

The emails you have already sent. The posts that did better than you expected, and the ones that quietly sank without trace. Most of us, myself included for longer than I would like to admit, skip straight past that and ask AI to guess instead. If you have ever felt that tech advice does not click until you see it applied to something real, this is worth slowing down for.

Your Own Results Are Not Just Numbers

When people talk about “data”, the word does a lot of damage on its own. It sounds like something for statisticians, not for someone running a small business from a kitchen table.

But your own results are not a spreadsheet exercise. They are a record of what real people did when you showed them something. Which email got opened. Which post got a reply. Which offer went quiet.

That record already exists, whether you have ever looked at it properly or not. Most of us never do, because we are too busy guessing what to try next instead of checking what already happened.

What AI Is Good At Here

This is where AI earns its keep, and I say that as someone who still has to ask for help more often than I would like. Give it your last few months of posts, emails or results, whatever you have, and ask it to look for patterns rather than opinions.

Not just “which one did best”, because that is the obvious question. Ask something sharper: what do my worst five have in common? Which topics keep beating my average without me ever noticing? Which ones got quiet attention from a small group rather than loud attention from a big one?

I have written about small structural fixes like this before. You can find a few more of them in other articles I have shared recently. But this particular habit, looking at your own results before guessing again, is the one I wish someone had handed me years earlier.

A Smaller Example That Taught Me The Same Thing

I did not learn this from marketing at all, to be honest. I learned it from water butts, of all things.

We have solar panels on both our properties, one in the UK and one in Spain. For years I just assumed they worked roughly the same way everywhere. They do not. In Spain, a “wallet” system means any extra power we generate gets credited and used before the mains ever gets charged. We have paid zero euros for electricity there for two years, even running space heaters through winter. In the UK, excess power goes into a battery first, and anything left over gets sold back at a much lower rate than we are charged. That battery is usually empty by the time winter arrives.

It is the same story with water. The largest water butt I could find in the UK held 500 litres, and that took some proper hunting. In Spain I have four containers holding 4000 litres each.

Nobody told me any of that when we first set either property up. I only noticed it because I kept watching the actual numbers over a couple of years. I had assumed both countries worked the same way, since they both have solar panels and both have rain.

That is exactly the habit this newsletter idea is pointing at, just dressed up in software instead of water butts. Your own results are already trying to tell you something, most of us are just too busy guessing to listen.

Once I started comparing the real figures instead of assuming, I stopped buying equipment to solve problems that did not exist in one place. I started solving the ones that did. The same shift works just as well with your content as it does with your water storage.

How To Do This Without A Tech Degree

You do not need to be a data person to try this. I say that as someone who spent fifty years around computers and still finds some of it baffling.

Gather whatever you already have. Your last few months of social posts, emails, or blog articles, with whatever rough results sit next to them. Likes, replies, clicks, sign-ups, anything you can see without digging too hard.

Hand that to an AI tool and ask it plainly: what pattern do you see here that I might be missing? Ask it which topics I keep under-using compared to how well they do. Ask it what my five quietest results have in common.

Then, before you publish the next thing, show it the draft and ask one more question. Based only on what has worked for me before, what here helps and what here might not land. You are not asking it to predict the future. You are asking it to notice what you already proved works, which is a much smaller and much more honest question.

Where I Keep My Own Numbers

This is partly why I rely on eShowcase for my own list and emails. It keeps that information sitting in one place rather than scattered across half a dozen tools I would have to remember to check separately. I am not clever enough to hold it all in my head, and I guess most people are not either.

You do not need fancy software to start, though. A simple list of what you sent and what happened next is enough to begin spotting the pattern for yourself.

Looking Is The Whole Trick

None of this needs a bigger audience, a better tool or a cleverer prompt. It needs you to look at what already happened before you ask anyone, human or otherwise, to guess what happens next.

Your own results have been sitting there the whole time, patiently waiting for someone to take them seriously. We’ll see how it goes once you finally do.

If You Want Somewhere To Keep It All

I mentioned earlier that I keep my own list, emails and a couple of pages running through eShowcase. Mostly that is because I am not organised enough to manage it any other way. It is not glamorous, it is just the place where I can see what my subscribers do, rather than guessing.

If you are trying to build the habit of checking your own results before guessing again, having everything to hand in one place makes that far easier. eShowcase is where I would point you if you want to see what that looks like in practice.

Talk soon, Jennifer Caroline