Agencies have analytics dashboards, but client reporting is still manual exploring an idea

I’ve been working closely with agencies for a while, and one recurring pain I keep seeing is client reporting.

Most teams already have dashboards (GA, Search Console, ads, etc.), so getting the data isn’t the hard part. The time sink is still the explanation every month:

• what changed

• why it likely happened

• whether it’s good or bad

• what should be done next

That usually ends up being manual, repetitive, and slightly different every time depending on who’s writing it.

I started wondering if this explanation layer could be automated not another dashboard, but something that turns existing analytics into clear, client-friendly summaries, especially for agencies handling multiple clients.

I put together a simple landing page to explain the idea and see if this problem resonates beyond my own bubble:
https://clarityreports.lovable.app/

Not trying to sell anything mostly looking to learn:

• Is this a real pain for agencies here?

• How are you handling reporting today?

• Are there tools you’ve tried that still fall short?

Would love any honest feedback or pushback.