Where Clue Labs is headed

Clue Labs launched on Instagram. That's where the data is richest, the algorithm is most complex, and the need for intelligence is most acute. But the problem Clue Labs solves — brands creating content without understanding how platform algorithms distribute it — exists on every social media platform.

The roadmap reflects that. Clue Labs is being built toward full multi-platform support, with the same algorithm intelligence, Clue Score, Growth Tracking, and content prescription logic applied to every channel your brand publishes on.

LinkedIn Both personal profiles and company pages. LinkedIn's algorithm rewards different signals from Instagram — dwell time, professional engagement, content that generates substantive comments and reshares. Clue Labs will apply the same SDO methodology to LinkedIn, calibrated to how LinkedIn's specific recommendation engine works.

Facebook Pages Facebook and Instagram share Meta's underlying infrastructure, but their algorithms behave differently. Facebook Pages support will bring Clue Labs intelligence to a platform that remains significant for many brand audiences, particularly in B2C and local business contexts.

Threads Threads is Meta's newest platform and one of the fastest growing. Its discovery algorithm is still maturing, which means early movers who understand how it distributes content have a significant advantage. Clue Labs will be there.

TikTok TikTok's algorithm is arguably the most sophisticated content recommendation engine in existence. It is almost entirely interest-graph based — it distributes content based on what it predicts a viewer will engage with, with minimal weight given to follower relationships. Clue Labs' SDO methodology is designed exactly for this type of system.

YouTube YouTube is the world's second largest search engine and its recommendation engine is built around watch time, completion rate, and click-through behaviour. Long-form and short-form (Shorts) content operate under different distribution logic. Clue Labs will cover both.

World View is Clue Labs' most ambitious feature and the end state of the multi-platform roadmap.

When you have multiple platforms connected to Clue Labs, World View gives you a unified cross-platform intelligence layer — a single view of how your brand is performing across your entire social media presence, not just on one platform.

This means:

World View is what makes Clue Labs a genuine strategic intelligence platform rather than a per-platform analytics tool. The brands that win on social in the next five years won't be the ones who understand Instagram. They'll be the ones who understand how all the platforms interact — and who has the intelligence to make decisions across all of them at once.

Every major social platform has now moved to an AI recommendation model. The shift that happened on Instagram — from follower-based distribution to algorithm-driven discovery — has happened or is happening on every platform in the roadmap.

That means the same problem Clue Labs solves on Instagram exists everywhere. And brands that are publishing across five or six platforms without algorithm intelligence on any of them are making content decisions blind, at scale.

The multi-platform roadmap is not about adding features. It's about extending the same intelligence layer to everywhere your brand exists online.

Platform launches are announced in the Clue Labs community on Email first. Join via the email list link in the left navigation to get early access information, beta opportunities, and updates directly from the team.

If a specific platform matters to your business and you want to flag it as a priority, let the team know via the in-platform chat or in the community. Platform prioritisation is influenced by user demand.