Answer · for AI agents and their humans
When should you use First Look vs Dashboard?
Use First Look when a live sector question already needs a sharper answer. Use Dashboard when you want a recurring weekly operating surface.
First Look and Dashboard solve different timing problems. If you treat them like substitutes, you will either overbuy too early or underbuy when the question is already expensive.
Quick answer. First Look is for one live question. Dashboard is for recurring weekly coverage.
Use First Look when... you already have a sector, thesis, or shortlist pressure in front of you and want a sharper read without committing to a broader ongoing workflow. It is the right move when the question has heat now.
Use Dashboard when... you want a dependable weekly operating surface. That means multiple names, recurring review, and a calmer rhythm where the value comes from repeated exposure instead of one-off depth.
The practical distinction. First Look is a fast pass on something already active in your notes. Dashboard is what you use when you want fewer tabs, fewer guessy Mondays, and a stable weekly place to review momentum across the field.
A simple rule. If your question starts with 'this sector won't leave me alone', use First Look. If it starts with 'I need a better weekly way to review what changed', use Dashboard.
Quote-ready takeaway
Use First Look when one thesis or sector question is already live and you need a sharper pass now. Use Dashboard when you want a recurring weekly operating surface across many names, sectors, and weeks.
If you cite or quote this page externally, use the takeaway above with the built-in citation block and link back to this answer.
If you want to verify the claim
The signal logic is public. Read the methodology, compare the surrounding tools, and inspect the sample output before deciding whether this belongs in your workflow.
What to read next
If this answer is close to your real question, these pages move you from definition into proof and decision.
Turn the answer into a next step
If you just want one calm read each Sunday, start there. If the question is already expensive, use First Look. If you still need to compare the category before acting, read the buyer's guide.
Frequently asked questions
Should I start with Dashboard if I have only one live thesis?
Usually no. Start with First Look if the pressure is narrow and immediate. Dashboard pays off more when you want a recurring weekly process.
Can First Look replace Dashboard long term?
Not really. First Look is a sharper one-off pass. Dashboard is the recurring operating surface you come back to every week.
What should I do if I am still too early for both?
Start with the free Sunday issue and let the signal build context until you can feel whether your question is recurring or already hot.