What is holding up vs what is breaking down

The clearest read on what is still holding up and what is starting to lose support.

Intelligence cadence

Daily signals · Weekly snapshots

Check what still looks durable before committing budget to it.

All Health Finance Insurance Automotive Technology Home Services Education Real Estate Legal Senior Care

Risk Read

The goal is simple: back patterns holding up and avoid ones starting to slip

The point is to cut wasted tests faster. Durable patterns earn more trust; softening patterns deserve more caution.

Before launch

Use before launching a new angle

Main payoff

Reduce dead or weakening tests

Quick read

Lean in where support is holding up

What to trust most

Repeated weekly survival matters more than one-off appearances. Consistency is a stronger signal than a single spike.

Current caveat

No dead concepts yet — DON'T shows lowest-longevity active concepts

Lean Into

These are the patterns currently holding up best in the tracked market view.

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Education · Comparison · 3 sightings

Execution: ModerateActive but low times_seen (2) and moderate execution (577 words, 11 sections) indicate experimental concept. 'Claim' headline pattern in education vertical is unusual and suggests operator is testing template across verticals without tight niche focus. May be surviving through trial-and-error approach rather than proven economics.

Alexis Gelinas: University Physics

Education · Other · 3 sightings

Execution: DeepStrong content investment (3,565 words, 8 well-distributed sections) indicates operator building real assets in education vertical. Education CPCs are mid-tier but improving with increasing online enrollment demand. Depth suggests operator is betting on sustained demand; likely to survive if traffic sources are cost-effective.

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Education · Other · 3 sightings

Execution: DeepActive with 2 sightings; education vertical is less consistently high-CPC than insurance or finance, and question format is broader than claim-specific intent bridges. Operator may be testing education as horizontal play rather than vertical specialist, reducing durability signal.

Be Careful With

These are the patterns most at risk of weakening or failing in the current view.

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Education · How To · 1 sighting

Execution: DeepOne sighting of a substantive how-to (12 sections, 1376 words) suggests operator invested in content depth for this niche. The 'how_to' type and section density indicate a structured, replicable format—likely to be tested again if initial traffic economics prove viable.

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Education · Comparison · 1 sighting

Execution: ModerateEducation comparison at 1,335 words across 11 sections shows moderate structure, but education CPC is historically lower than insurance/legal verticals. Single observation and active status suggest operator is testing education as a secondary vertical, likely expecting lower margins than primary niches.

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Education · How To · 1 sighting

Execution: ThinExtremely thin execution (531 words, 5 sections) for education vertical signals template application with minimal customization. Education arbitrage succeeds only when paired with high-CPC terms (bankruptcy, loan settlement, disability discharge) — thin structure suggests this concept lacks depth to capture those intents. Low survival likelihood.

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Education · Portal · 1 sighting

Execution: ModeratePortal concept type with 'learn more' CTA and minimal content (2 sections) is a classic lightweight arbitrage funnel. Single observation and sparse structure suggest this is part of a broader horizontal playbook; education CPCs are moderate, not premium-tier.