Every number has a source. Here's the machine.
InsightZing is built as an audit, not a media site. Collectors run daily, claims are graded against a fixed evidence table, and a human gate reviews the draft before anything ships.
Collect
Daily automated runs over public sales feeds, launch boards, and revenue disclosures
Tier
Each claim graded against the evidence table below — no tier, no publication
Human gate
The drafted issue is reviewed line-by-line before sending — 15 minutes, every claim checked
Publish
Issue ships with source links and as-of dates; corrections are logged publicly
Editorial coverage targets
The suggested weekly mix. It's a target, not a quota — evidence quality always outranks the allocation.
AI product revenue
Primary focus: AI SaaS and apps, disclosed MRR/ARR, monetization models, founder milestones
Emerging niches & demand
AI niches gaining traction, customer problems people pay to solve, launch and adoption signals
Product failures & lessons
Confirmed shutdowns, clearly labeled weak launches, evidenced monetization lessons
Domain & digital assets
Supporting signal: notable sales and brandable-domain trends, included when relevant to builders
The evidence-tier table
What we found → what we're allowed to publish. Fixed by policy, not mood.
| What we find | Criteria | Label we publish |
|---|---|---|
| Confirmed shutdown | Founder publicly confirms closure, or company files official discontinuation | CONFIRMED SHUTDOWN |
| Confirmed discontinuation | Company announcement — product sunset, deprecation notice, official post | CONFIRMED SHUTDOWN |
| Weak launch signals | Launch with visibly low engagement (e.g. sub-20 upvotes, no traction trail) | WEAK SIGNALS |
| Founder disclosure | Founder publicly shares revenue (MRR, sales) with verifiable numbers | FOUNDER-DISCLOSURE |
| Public data | Revenue/sales from public databases, registries, or reported feeds | PUBLIC DATA |
| Insufficient evidence | Dead site, silent founder, anonymous claims — anything unverifiable | EXCLUDED ENTIRELY |
What we never do
- No unverified failure claims — a quiet week is not a shutdown
- No fake reader counts or fabricated testimonials, ever
- No sponsored content inside the data sections
- No anonymous sources — every claim links a public origin
Corrections log
Wrong datapoint? Reply to any issue or email us — the correction ships in the next issue and is logged here permanently.
Empty is the honest state: no published errors to correct yet. This log stays public either way.
Hold us to it — subscribe