Clue Labs started as a campaign creation tool.
You connected your account, defined a goal, and got a content plan built around your historical data.
That was useful.
It worked.
But it was one part of what an algorithm intelligence platform should actually do.
v3 is the full picture.
Five new features. A rebuilt foundation.
A free tier that removes the barrier to entry for every brand and creator who’s been watching from the sidelines. And a shift in what Clue Labs is designed to be – not a tool you open when you’re planning content, but the system that runs underneath your entire social strategy, telling you what’s working, what’s changing, and what to do next.
Here’s what’s new.
Wild Card
Not every post needs to be part of a campaign.
Sometimes you want to put something out that’s unexpected, different from your current content arc, and genuinely interesting without it becoming a whole strategic exercise.
Wild Card is a one-off idea generator that sits outside your active campaigns.
It gives you a single, ready-to-use content idea that’s different in angle, format, or energy from what you’re currently working on; something you can pick up and post without derailing your strategy or starting from a blank page.
In practice:
You’re a B2B SaaS founder three weeks into a campaign focused on customer acquisition.
You’ve had a thought you want to share that doesn’t fit the current content plan but feels relevant and timely. Wild Card surfaces an idea that lets you act on that instinct without the friction of building it into a brief.
It keeps your feed from becoming predictable, and gives you a release valve for the content that doesn’t fit neatly into a campaign structure.
Top Fans *edit – this feature is slightly delayed due to a meta shift in api calls. Will be released asap*
Your most valuable audience isn’t your biggest audience.
It’s the people who show up consistently; who comment, share, save, and engage not once but repeatedly. These are the people who already trust you.
They’re your warmest leads, your most likely collaborators, and the community members worth investing in directly.
Top Fans identifies who these people are across your account.
It surfaces the followers who interact with you most consistently and flags them as worth reaching out to — whether that’s to bring them into a community, start a conversation, or simply acknowledge the relationship that’s already forming.
In practice:
You’re a personal brand consultant with a following of 4,000.
You post regularly and get decent engagement, but you’ve never had visibility into who is showing up week after week.
Top Fans tells you it’s the same ten people.
Three of them have sizeable audiences of their own.
Two of them have been engaging with every post for six months without you ever reaching out.
That’s a warm leads list you didn’t know you had and a community waiting to be activated.
News-jacking
The discovery algorithm rewards contextual relevance.
Content that connects to what’s already generating attention across the platform gets a distribution advantage that evergreen content simply doesn’t have access to.
The challenge has always been spotting the right moments fast enough to act on them.
Newsjacking gives you two fresh content ideas every day, each one built around a trending news story that’s relevant to your brand or that your brand could credibly take an angle on.
Not every trend is for every account — the feature filters for fit, not just volume — so what you’re seeing isn’t a firehose of what’s popular.
It’s a shortlist of the moments where joining the conversation is actually worth doing, with the angle pre-built so you can move quickly.
In practice:
You run a financial education brand.
A major central bank makes a surprise interest rate announcement.
By the time most brands are thinking about whether to comment, News-jacking has already surfaced two angles specific to your positioning; one for your core audience of first-time investors, one that plays into a broader conversation about economic uncertainty.
You pick one, adapt it to your voice, and post it the same morning.
That’s the timing advantage the discovery algorithm rewards.
Clue Score
You can’t improve what you can’t measure. But most of the metrics social platforms give you measure activity — reach, impressions, follower count — rather than the thing that actually determines whether your account grows: how the discovery algorithm currently rates you.
The Clue Score is Clue Labs’ proprietary account health metric.
It’s a single composite score that models how the algorithm is likely to treat your content right now, based on your recent posting patterns, engagement quality, content consistency, and relevance signals.
It updates weekly, moves in response to what you do, and tells you plainly whether your account is building algorithmic momentum or losing it.
In practice:
You’ve been posting consistently for three months and your follower count has flatlined.
Your reach looks fine.
But your Clue Score has been declining for six weeks and the breakdown shows it’s driven by a drop in save rate and an inconsistent posting schedule that’s introducing unpredictability into your distribution.
Without the score, you’d keep doing what you’re doing and wondering why it isn’t working.
With it, you know exactly what to fix.
New Onboarding and Free Tier
The original Clue Labs required commitment before you’d seen what the platform could do.
But the brands who most need to understand how discovery algorithms work are often the ones with the least budget flexibility — the founder-led businesses, the small teams, the individual creators managing their own strategy without agency support.
v3 launches with a free tier built around diagnosis, not guesswork.
Connect your account and you immediately get your Missed Opportunity Score; a metric showing how much untapped performance is sitting inside your existing content.
It updates every week based on your last 30 days, so it moves with you.
On top of that, free users get two post diagnoses per week:
pick any post from your recent content, and the platform tells you exactly what it’s doing, what it isn’t, and why.
This isn’t a teaser for the real product. It’s a real thing in itself.
The free tier is designed to show you what’s actually going on with your account before you’ve spent a penny so that when you do upgrade, you already know what you’re fixing.
In practice:
You sign up free, connect your Instagram, and your Missed Opportunity Score comes back at 68 out of 100.
The breakdown shows your conversion content is strong but your awareness posts are significantly underperforming.
You use one of your two weekly diagnoses on the awareness post you thought was decent and the platform shows you exactly where it lost the algorithm’s attention and what to do differently.
You haven’t paid anything.
You already know more about your account than you did before you signed up.
What This Adds Up To
Each of these features works independently.
Together, they make Clue Labs something different from what it was.
Wild Card and Newsjacking are your content intelligence layer — they keep your ideas fresh and your timing sharp.
Top Fans is your relationship layer — it shows you the people already inside your audience who are worth building on.
Clue Score is your performance layer — it tells you where you stand with the algorithm and whether you’re moving in the right direction.
And the free tier means the platform is finally accessible to everyone it should be reaching.
A campaign creation tool helps you plan content.
An algorithm intelligence platform changes how you think about social media entirely.
That’s the shift v3 is making.
What This Adds Up To
If you’re new to Clue Labs, the free tier is live on 1st May.
Go to app.cluelabs.co.uk and start your free account.
Connect your Instagram, set your goal, and let the platform show you what it sees.
And if you’re an existing Clue Labs customer: v3 is an upgrade to everything you already have.
The intelligence you’ve been using is still there.
It’s just running on a foundation built to take it further.
Post 3x. Perform 30x. Let’s go.
