SubSignal

ShipScore = the CENTS composite. C = control vs gatekeepers · E = barriers (high is good) · N = proven demand · T = income detached from hours · S = reach

At $49/mo (assumed category price), you need 1,701 subscribers for a $1M/yr pace.

Nearest tracked rivals on that curve:

• MarkupX Brands / EarlySEO — Verified $100k MRR in adjacent Reddit/SEO visibility — funded distribution and brand you'd fight from zero.
• Peekaboo — Verified $43k MRR proves the thread-finding + reply niche is already served at scale.
• Matt's Reddit customer finder SaaS — $1k MRR stall shows the same feature set commoditizes fast and buyers churn.

• EarlySEO at verified $100k MRR shows real budget exists for Reddit-driven visibility.
• Peekaboo at verified $43k MRR confirms a paying self-serve segment for Reddit lead/thread discovery.
• Counter-signal: a directly comparable Reddit customer-finder stalled at $1k MRR — most entrants don't clear noise.
• No Reddit demand signals found for these keywords, so complaint-volume evidence for this exact wedge is absent.

• Reddit's culture and mods actively punish AI-drafted promotional replies; accounts and clients get nuked.
• Reddit API pricing/terms changed once already and can price out small tools overnight.
• Feature is a weekend clone — GPT + keyword monitoring — so pricing collapses toward free alternatives.
• Outcome is unverifiable: buyers can't attribute revenue to replies, so churn after month two is likely.

• Reddit API terms and pricing — A rate-limit or paid-tier change makes thread monitoring economically impossible instantly.
• Reddit anti-spam / automation policy enforcement — Site-wide crackdown on AI replies shadowbans your users' accounts and destroys the value prop.
• OpenAI/LLM provider policy on marketing automation — Usage-policy tightening or price hike removes the drafting engine's margin or legality.

• Cannot tell whether the $100k and $43k comparables earn from the same buyer or a different service model.
• Cannot measure current churn or account-ban rates among existing Reddit reply tools' users.
• Cannot verify whether Reddit is presently enforcing against these specific tools or tolerating them.

Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-08-02.

Sell thread discovery + brief, not auto-replies: position as 'never get banned' research tool with human-in-the-loop drafts for one narrow vertical (e.g. B2B SaaS founders).

Cheapest next step: Spend a week manually monitoring 10 subreddits for 5 target founders, send them a daily thread+draft email, and ask for $49 on day seven.

Business-model variations of this idea, engineered to beat 4.8 — different vertical, audience, model, or wedge. Same harsh scale.

App Radar scans TrustMRR, Product Hunt, AppSumo, the App Store, Reddit and X daily — momentum, beatable apps, funding heat.