Build what the market is already paying to fix.
Real complaints, scored 0 to 100 for buying intent, so you build what people already pay for. Not another guess.
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“Creators face high costs and overprocessed results from tools like Topaz. Aiarty Video Enhancer offers comparable…”
— from real complaints · twitter
Affordable AI Video Enhancer for Creators
Commercial intent
How it works
Select a winning idea & plan
Real, validated demand — each ships with a premade dossier: MVP, pricing, competitors, risks.
Copy the idea
Paste it with our free Build Pack into any AI — it builds a real, working product. No coding.
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A real, unsaturated business, built to charge from day one. Full monetization guide inside.
Get the free Build PackReal numbers, not promises.
Niches tracked, opportunities logged this week, and a two-pass pipeline behind an editorial gate — every figure here comes straight from the running system, and every source is linked.
- Niches tracked
- 10
- Opportunities / wk
- 200
- Pipeline
- 2-pass + gate
- Sourcing
- 100% linked
Cleared by The Examiner's Desk
Reddit-only idea tools keep getting switched off.
When a tool depends on one platform’s API, a single policy change ends it. GummySearch, the best-known Reddit pain-point tool, shut down in 2025 after it couldn’t license Reddit’s API. DDMarketer reads six independent sources, so your deal flow can’t be turned off by one gatekeeper, and you see demand the Reddit-only crowd never will.
Each source is deduplicated, scored for willingness-to-pay, and curated by a human before it reaches you. No single point of failure, no raw firehose.
- Hacker News
- Trustpilot
- Stack Exchange
- Forums
- X
Six independent inputs, deduped, scored, and curated into one evidence file.
§02The method: from frustration to filed opportunity
We listen to the evidence
Source adapters log complaints, bug reports, and feature requests across Reddit, Hacker News, Trustpilot, Stack Exchange, forums, and X on a rolling cadence. Every item is timestamped and linked to its source.
We score the signal
A two-pass LLM pipeline strips the noise, then scores commercial intent (0 to 100), emotional intensity, confidence, and willingness-to-pay, so weak rants never reach you.
You build with proof
Only opportunities that clear the bar are approved by The Examiner's Desk, each filed with a validation playbook (communities, DM scripts, a survey) so you confirm demand before writing code.
§03How DDMarketer compares
Honest, head-to-head breakdowns against the tools founders usually weigh us against.
- vs GummySearchThe best GummySearch alternativeSix independent sources that one API change can't switch off — not Reddit alone.Read the comparison
- vs IdeaBrowserIdeas vs evidenceEvery opportunity traces back to a real, dated complaint — not a generated idea.Read the comparison
- vs PainOnSocialSummaries vs receiptsYou get the underlying quotes and links, not a paraphrased summary to trust.Read the comparison
- vs BigIdeasDBA living dataset vs a snapshotCurated weekly from fresh complaints — not a one-time static data dump.Read the comparison
§04Examiner’s note
Most "startup idea" content is guesswork. The Examiner's Desk is DDMarketer's answer to that: a standing editorial gate that every opportunity must clear before it reaches you.
§05Get access
This week's opportunities plus a free account to preview the database.
- This week's Top 10
- Free dashboard preview
- Idea Validator tool
The full searchable database - filters, trends, and a validation playbook on every opportunity.
- Full opportunity database
- Search, filters, trends
- Playbook on every opportunity
Frequently asked
- Is DDMarketer a GummySearch alternative?
- Yes. GummySearch shut down in 2025 after it couldn't license Reddit's API. DDMarketer reads six independent sources - Reddit, Hacker News, Trustpilot, Stack Exchange, niche forums, and X - so it doesn't depend on any single platform, and it surfaces demand that Reddit-only tools miss.
- Where does the data come from?
- Public complaints, bug reports, and feature requests across Reddit, Hacker News, Trustpilot, Stack Exchange, niche forums, and X. Every opportunity links back to its original sources.
- How is this different from a list of startup ideas?
- Idea lists are guesses. DDMarketer gives you scored evidence of real demand - commercial intent, confidence, and willingness-to-pay - plus a validation playbook (communities to post in, DM scripts, and a survey) so you confirm demand before you build.
- How fresh is the data?
- It's refreshed weekly. The Top 10 and the full database update every Monday, so you're always working from current demand.
- Do I have to pay to start?
- No. Start free with this week's opportunities and a free account. The full searchable database is a monthly subscription, with plans from $19/mo.
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