Paid, organic and AI search, in one watchlist.
Buyers discover brands across more surfaces than ever. We follow your category across all of them and keep the picture current.
Paid
Creative angles, offers and apparent spend posture across the paid channels your category competes on.
Organic and search
The queries, content and positions that move share of voice in your category over time.
AI search
How often competitors are cited by AI answer engines, the fastest-growing discovery surface to defend.
Track the category on consistent terms.
Because every observation is recorded the same way, week over week, a shift in a competitor stands out as signal rather than noise.
Consistent
The same definitions every week, so a move is a real move, not a measurement artefact.
Continuous
The category is watched on an ongoing basis, not snapshotted and left to age.
Actionable
Meaningful shifts surface as alerts with the context to respond.
We track across paid, organic and AI search. How we collect and normalize the signals stays proprietary.
A monitor, not a one-off report.
Competitor intelligence ages fast. MLabs keeps a continuous watch and flags meaningful moves, a new offer, a creative pivot, a position you just lost, so you respond while it still matters.
Continuous tracking
The category is monitored on an ongoing basis, not snapshotted once and left to go stale.
Leaders and challengers
Follow both the brands setting the pace and the upstarts changing the rules.
Actionable alerts
Meaningful shifts surface as decisions, with the context to act, not just a chart to admire.
Questions teams ask.
Which surfaces do you cover?
How often is it refreshed?
Do you need access to competitor accounts?
Platform overviewFeaturesCreative Scoring ModelChannel SynergyIndustry Benchmarks
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