Stop guessing what to build. See what people are already asking for.
DemandOrca monitors public Bluesky conversations, finds painful requests, clusters them into opportunities, and shows the evidence before you spend weeks building the wrong thing.
Demand feed
Ranked by pain, intent, relevance, and volume
Accounting demand
86108 signals from 104 unique users around "accounting".
Invoice demand
8646 signals from 41 unique users around "invoice".
Bookkeeping demand
7015 signals from 15 unique users around "bookkeeping".
The expensive mistake
Most product ideas fail before the first line of code.
Not because the team was lazy. Because the market never asked loudly enough. DemandOrca gives you the raw material founders usually wish they had earlier: repeated complaints, real language, visible workarounds, and evidence that a problem is urgent.
Before you build
Check whether people complain about the problem, ask for alternatives, and describe real consequences.
Before you position
Use the market's own wording instead of writing copy that sounds sharp but misses the pain.
Before you spend
Prioritize niches with recurring demand signals, not whichever idea sounded best in a meeting.
Current demands found
A live page of opportunities people are already talking about.
Use it as proof of the method, then create your own projects for the markets you care about.
Open current demandsAccounting demand
86You can't really have a reckoning because 'I found people around me annoying' isn't something you can do truth and reconciliation for; there's no accounting for 'the excesses of woke' that these guys
Invoice demand
86Manual invoice checking fails when the same reviewers handle many tasks and carrier adjustments create small, repeated billing errors that visual checks miss.
Bookkeeping demand
70Do you know what double entry bookkeeping means?
Proof that helps buyers trust you
Turn market noise into claims you can stand behind.
Use repeated phrases from real public posts to write landing pages, cold emails, and product copy that sounds like the market.
Compare opportunities by demand score, signal count, and unique people instead of debating which idea feels strongest.
See the pain, workaround, and user profile behind each cluster before committing product, content, or ad spend.
How it converts uncertainty into action
A repeatable research loop for builders.
Create a project, add keywords, let DemandOrca collect signals, then review clustered opportunities ranked by demand.
Track phrases, alternatives, pain points, and category keywords across public Bluesky posts.
Each signal is classified for relevance, pain, intent, and fit so noisy mentions do not dominate.
Use clustered opportunities to pick niches, write messaging, and decide what deserves validation.
Your next product decision should have evidence behind it.
Start with one market, one project, and a handful of keywords. DemandOrca will show you whether people are asking loudly enough.