Question 1

How is WedgeEngine different from VidIQ or TubeBuddy?

Accepted Answer

Those tools read the platform back to itself — they tell you what's already winning. WedgeEngine measures off-platform demand (Google Trends, Reddit, Perplexity, breaking-news signal from GDELT) against on-platform supply, so you see the gap before the platform does. WedgeEngine also grades its own predictions every 90 days; nobody else does that.

Question 2

What does "the engine grades itself" actually mean?

Accepted Answer

Every score is logged with a falsifiable hypothesis — for example: a video from a sub-50K channel published this week will reach 10K+ views in 30 days. WedgeEngine re-pulls the platform at T+7, T+30, T+90 and checks. Wrong predictions retrain the model weights quarterly. The full prediction log is permanent and every score carries a model-version stamp.

Question 3

Why language-primary instead of country-primary?

Accepted Answer

Creators don't make content for countries — they make it in a language. A French-language creator wants the union of France, Belgium, Quebec, and West Africa. Country slicing is available as a refinement for regulated topics where it actually matters.

Question 4

How fresh is the data?

Accepted Answer

Refresh cadence follows your tier: Free is weekly, Creator is daily, Pro is 4× daily, Agency is hourly. Every row on the dashboard time-stamps when it was last seen.

Question 5

Can I cancel? Are there contracts?

Accepted Answer

Cancel any time, prorated to the day. No contracts. Annual billing is on the roadmap but isn't live yet; everyone is monthly today. Data export remains available for 90 days after cancellation.

Question 6

Does WedgeEngine generate scripts or AI-written content?

Accepted Answer

No. That is commodity output and dilutes the signal. WedgeEngine tells you what to make next; what you make is up to you. Your voice is the product, not the engine's.

Top YouTube opportunities in Travel & Events

can you bring sourdough starter on a plane

coachella 2026 camping

coachella 2026 weather

coachella 2026 timeline

coachella 2026 hotels

sourdough bagels billings mt

coachella 2026 outfit trends

coachella 2026 food

passive income visa spain

coachella 2026 directions

Find the gaps in your niche