We Analyzed 979 Product Hunt Launches — What Correlates With a Top-5 Finish
Verified patterns from 979 featured Product Hunt launches (May–Jul 2026): vote cost by day, team size, demo video, and gallery depth.
We tracked 979 featured Product Hunt launches from May 1 through July 14, 2026 — every featured launch in that window. This is not a survey of founder anecdotes. Below are the correlations that held up across the full dataset.
Methodology: featured launches only; medians, not guarantees; correlation ≠ causation; no intra-day vote snapshots in this dataset.
Cost of #1 by day of week
Median vote count for daily #1 ranged from ~439 on Saturday to ~741 on Thursday. Top-5 finishes in the same window typically needed ~232–258 votes on weekdays and ~194 on weekends. Plan against vote cost — see the by-day table below.
| Day | Median votes for #1 | Votes to crack top 5 |
|---|---|---|
| Monday | 552 | ~248 |
| Tuesday | 700 | ~249 |
| Wednesday | 685 | ~258 |
| Thursday | 741 | ~232 |
| Friday | 516 | ~235 |
| Saturday | 439 | ~194 |
| Sunday | 482 | ~194 |
Team size and top-5 rate
The gap looks like first-hour network physics — each listed maker activates their own followers at 12:01 AM PT. Solo founders need a deliberately assembled launch network (verified pacts, email list, community) because they do not get multiple networks for free.
| Makers listed | Launches | % hit daily top 5 | Median votes |
|---|---|---|---|
| Solo | 435 | 13.8% | 100 |
| 2–3 | 266 | 32.7% | 143 |
| 4+ | 216 | 54.6% | 246 |
Demo video
Correlation only — we have not isolated video from team size or asset quality in this cut. A scrappy screen recording may capture most of the “finished product” signal; production polish is speculation.
| Demo video | Launches | % hit daily top 5 | Median votes |
|---|---|---|---|
| Yes | 660 | 33.8% | 146 |
| No | 319 | 17.6% | 111 |
Gallery depth
Polish signals finished-ness; it does not replace a warm launch network.
| Gallery images | Launches | % hit daily top 5 |
|---|---|---|
| 7+ | 366 | 33.6% |
| 4–6 | 529 | 26.8% |
| 0–3 | 84 | 16.7% |
Day-of-week competition (read the denominator)
Top-5 is a fixed five-slot bucket — fewer competing launches mechanically raises the top-5 rate. Sunday (~4 launches/day) and Tuesday (~20) look wildly different on rate alone; relative to the structural ceiling they perform similarly. When citing top-5 rate, always pair it with launches per day. Vote cost by day is the safer planning metric.
| Day | Avg launches competing | % that hit daily top 5 | Median votes for #1 |
|---|---|---|---|
| Monday | 12 | 32.8% | 552 |
| Tuesday | 20 | 18.6% | 700 |
| Wednesday | 18 | 21.7% | 685 |
| Thursday | 19 | 21.8% | 741 |
| Friday | 14 | 27.3% | 516 |
| Saturday | 6 | 65.5% | 439 |
| Sunday | 4 | 78.3% | 482 |
What correlates with top-5, ranked
Everything below is decided before 12:01 AM PT on launch day — day chosen, support assembled, video made, gallery filled. Launch day executes a plan; it does not create one.
- Vote cost by day — median #1 runs ~439 on Saturday to ~741 on Thursday; the top-5 cutoff barely moves, ~232–258 on weekdays and ~194 on weekends.
- Team size — solo makers: 13.8% top-5; teams of 4+: 54.6%. Largely a network-size effect at 12:01 AM PT.
- Demo video — 33.8% top-5 with video vs 17.6% without (correlation; not isolated from team size).
- Gallery depth — 7+ images: 33.6% top-5; three or fewer: 16.7%.
Frequently asked questions
979 featured launches from May 1 through July 14, 2026 — every featured launch we tracked in that window.
In our sample, median #1 vote counts ran ~439 on Saturday to ~741 on Thursday. Exact counts depend on competing launches that day.
They can — but solo makers hit daily top-5 at 13.8% in our sample vs 54.6% for teams of 4+. Solo launches need a pre-built verified network, not a cold start.
In our May–Jul 2026 sample, launches with video reached top-5 at 33.8% vs 17.6% without. That is correlation, not a controlled experiment.