Build what the market is already paying to fix.
Every week, real problems people already pay to solve, scored 0-100 for buying intent and packaged with a plan to build. Not another guess.
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This week’s validated gaps
“Startups pursuing SOC 2 are quoted $30-80k by consulting firms. The process is opaque, the deliverables are…”
, from real complaints · hackernews
TurboTax for SOC 2 that skips the $50k consultant
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.
Generate profit
A real, unsaturated business, built to charge from day one. Full monetization guide inside.
Get the free Build PackFresh gaps, mined this week, not a stale archive.
These were collected in the last 7 days and cleared the editorial gate. The full dossier, source links, score rationale, validation playbook, unlocks the moment you create a free account.
Real 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
- 6
- 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 eight 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
- GitHub
- Stack Exchange
- Trustpilot
- App Store
- Forums
- X
Eight 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, GitHub, Stack Exchange, Trustpilot, App Store, 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.
Have an idea in hand? Check whether real people complain about it, free — or score its demand signals in sixty seconds. No email for either.
Your agent can build anything. It just doesn’t know what.
Ask Claude Code or Cursor what to build and it guesses from training data. Connect our MCP server and it answers from real complaints, scored for willingness to pay , at the moment you are deciding, not on a website you have to remember to visit.
Free, no API key, nothing to install. Add your key and your agent can open a full dossier without leaving the editor.
Set it up in one lineclaude mcp add --transport http ddmarketer https://www.ddmarketer.com/api/mcp- “What SaaS gaps are trending this week?”
- “Is there real demand for a Shopify payout reconciler?”
- “Find validated complaints about developer onboarding.”
§04How DDMarketer compares
Honest, head-to-head breakdowns against the tools founders usually weigh us against.
- vs GummySearchThe best GummySearch alternativeEight independent sources that one API change can't switch off, not Reddit alone.Read the comparison
- vs PainOnSocialSummaries vs receiptsYou get the underlying quotes and links, not a paraphrased summary to trust.Read the comparison
- vs IdeaBrowserIdeas vs evidenceEvery opportunity traces back to a real, dated complaint, not a generated idea.Read the comparison
- vs RedShipOne platform, or eightReddit-first research inherits the API risk that ended GummySearch.Read the comparison
- vs PanegainsA free feed, or a gated databaseFree multi-source signal, versus scored gaps an editorial gate already cleared.Read the comparison
- vs PainBaseAuto-scored, or editor-gatedA live score nobody checks, versus a corroboration count a human signed off.Read the comparison
- vs BigIdeasDBA living dataset vs a snapshotCurated weekly from fresh complaints, not a one-time static data dump.Read the comparison
§05Examiner’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.
§06Get access
This week's opportunities plus a free account to preview the database.
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Everything. The full searchable database, every dossier, every playbook, full archive and exports.
- Full opportunity database
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- 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 eight independent sources - Reddit, Hacker News, GitHub, Stack Exchange, Trustpilot, App Store, 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, GitHub, Stack Exchange, Trustpilot, App Store, 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 one plan at $10/mo, with everything included.
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