Verifying a claim with Perplexity before I cite it, because I got burned once
I cited a stat I never checked. Now Perplexity has to show me the source before a number goes in my deck.
I once put a confident number in a client deck that turned out to be from a blog's imagination. Perplexity is my second opinion now.
Step one: ask the question, not the answer. What is the current rate, and which source reports it? The citation list is the product, not the prose.
Step two: read the sources, not just the summary. Perplexity sometimes cites a weak page. I open the top two before I trust the line.
Step three: use focus modes for the right corpus. The academic or finance mode pulls tighter sources than the open web when the claim matters.
Step four: date-stamp it. A stat has a shelf life; I note when I checked so I know when to re-verify.
The habit: no number enters a document without a source I have seen. Perplexity makes that cheap enough to actually do.
Perplexity (perplexity.ai)
Best for: cited answers and source-grounded research.
Key features: web search with citations; focus modes; saved threads.
Free plan: free tier with limits
Pricing: paid from around $20 a month.
Pros: citations reduce guessing; fast.
Cons: citations sometimes weak; over-summarizes.
My verdict: Perplexity is the guardrail, not the author. I still read the source.
Frequently asked questions:
Q: Is it better than a search engine for facts?
A: For a quick cited answer, yes; but always open the sources it cites.
Q: Do I still need to check the sources?
A: Yes. Its summary can lean on a weak page; you verify the top two.
Q: Which mode should I use?
A: Academic or finance focus when the claim is load-bearing; open web for casual checks.