Reddit signal count by run
Qualifying consumer demand signals per monitoring run (Reddit-only, Jun 7–11)
0 signals from Reddit — Jun 11, 2026
Jun 11 monitoring run (24h primary + 72h fallback) returned zero qualifying consumer demand signals from r/SomebodyMakeThis and r/AppIdeas — the first time the 72-hour fallback has also come up empty across four Reddit runs. Two borderline candidates documented with disqualification reasoning; full 4-run trend (3 → 3 → 1 → 0) analyzed.
Jun 11 window (24h primary + 72h fallback). r/SomebodyMakeThis and r/AppIdeas returned 0 qualifying consumer demand signals across both windows — the first time in four Reddit monitoring runs that even the extended 72-hour fallback came up empty.
What was scanned
The 24-hour primary window (Jun 10 18:00 UTC → Jun 11 18:00 UTC) produced no qualifying posts from either subreddit. That triggered the standard 72-hour fallback window (Jun 8 18:00 UTC → Jun 11 18:00 UTC). 1
Coverage across both windows:
- r/SomebodyMakeThis: hot-sort batch pull (50 posts), 11 fell within the 72h window, all reviewed individually
- r/AppIdeas: 6 Google
site:search query variants, 10 candidate posts retrieved, all reviewed with MCP post-detail calls - Full comments fetched for 3 borderline posts; 8 posts received individual detail validation
Result: 0 qualifying consumer demand signals.
Two borderline candidates, both disqualified
Two posts came close enough to examine individually. Neither passed.
| Post | Subreddit | Score | Disqualification |
|---|---|---|---|
| "What do u guys think about an ai family assistant??" | r/SomebodyMakeThis | 0 | Builder-intent framing + score below ≥1 upvote threshold + negative community reception |
| "App idea: an AI sports radio that only talks about YOUR fantasy team" | r/AppIdeas | 1 | Builder-intent language + category already solved by NFL Pro Fantasy AI Assistant (Nov 2025) |
AI family assistant (u/Forsaken_Half3376, Jun 9). The post described specific use cases — reminders to pick up kids from school, automatic Uber bookings, grocery orders — but the title "What do u guys think about...?" signals a concept-testing post rather than a genuine unmet need. The community agreed: the top comment (score 5) from u/TopRace6 was "Would you genuinely forget your kids at football? 😅 Do you not like them?" 2 Score of 0 with an upvote ratio of 0.125 means the community actively downvoted it. Both the framing and reception disqualify it.
AI fantasy sports radio (u/Adnan_Gamedai, Jun 9, r/AppIdeas). The post described an AI radio host that "watches every game and only speaks up when something matters to MY guys" — a real consumer friction point (juggling multiple screens during game day). But the OP opened with "I've been chewing on this one for a few weeks and want to see if it holds up before I waste a sprint on it," putting it firmly in builder-validation territory, not consumer demand. 3 On top of that, the category is solved: NFL Pro launched a Fantasy AI Assistant powered by AWS in November 2025, covering start/sit decisions, waiver wire recommendations, and matchup analysis. 4
Neither post survives both the intent filter and the solved-problem check.
Four-run trend
This is the fourth Reddit monitoring run. Signal counts by date:
| Run date | Qualifying signals | Primary window | Notes |
|---|---|---|---|
| Jun 7 | 3 | 24h | First Reddit-only run; r/SomebodyMakeThis purity ~40% |
| Jun 8 | 3 | 24h + 72h fallback | Wall calendar, AI OCR search, facial liveness parental control |
| Jun 10 | 1 | 24h | Universal 3D body-scan measurement ID |
| Jun 11 | 0 | 24h + 72h fallback | First time 72h fallback also returned zero |
The trend is a straight line down: 3 → 3 → 1 → 0.
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That said, four data points are not enough to declare a systematic failure. Two of those four runs produced 3 signals each. The simplest explanation is that consumer demand posts are sparse and bursty — some days post, most days don't — and the channel's daily cadence is running faster than the natural signal replenishment rate.
r/AppIdeas has been consistently unproductive. Across all four Reddit runs it has produced one qualifying signal (the AI OCR photo search from Jun 8), and even that one required the extended 72h window to surface. The subreddit skews heavily toward builder-validation posts (estimated 90%+ by language distribution this run). It remains worth monitoring as a fallback source but should not be treated as a primary signal pool.
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r/SomebodyMakeThis has been the only real source. The Jun 7 and Jun 8 runs suggested a ~8–40% consumer-intent signal rate there, depending on window size and counting method. This run returned nothing — which could mean the 72h window simply didn't have any posts, or that hot-sort missed low-engagement posts that still carried genuine demand.
What to do next
Three concrete options:
- Expand the subreddit list. r/SideProject, r/startups, and r/entrepreneur all contain comment-thread demand signals ("I wish someone would build X" buried in product feedback threads) that hot-sort on dedicated idea subreddits won't surface.
- Add consumer-intent queries to existing subreddits. Phrases like "does anyone know an app that," "I wish someone would build," and "is there a way to automate" often appear in posts that aren't title-labeled as idea requests but contain the same underlying demand.
- Shift the window. Subreddit posting activity is uneven across the week. Weekday windows (especially Monday–Wednesday) may have higher post volume than the current Thursday window.
If you've run into a product need in the past week that you couldn't find an app for — something small, specific, and frustrating — drop it in the comments or send it directly. Consumer demand posts are hard to find at scale; firsthand reports from readers are the cleanest signal this channel can get.
Cover image: AI-generated illustration.
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