Search TikTok content by topic, keyword, link, or account, break down keyframe by keyframe why a video went viral, then use AI to generate content outlines, opening hooks, and topic ideas; there is also a free Chrome extension that overlays engagement data on TikTok pages.
After its firstOne-line growth story, compiled by us from public sources; speculation is marked separately below.
Real payments synced by TrustMRR, in USD, by calendar month, renewals included.
“No growth mechanics visible; Teams plan: "For teams looking to collaborate and scale".”Quote from the site
New-user source: Other (Direct / referral / email / paid). On Similarweb last month, the top channel is direct visits (40.46%), followed by organic search (about 44.7%, estimated from rank); there are only 28 search keywords, all brand keywords (snowball, snowball content, snowball ugc, snowball ai), which shows users first learn about the product elsewhere and then search the name. Paid traffic is 0%, there is no referring site data, and month over month is +69.78%. The website has X, TikTok, Instagram, LinkedIn, and Discord, the blog has only 3 articles from 2026-07, and the founder did not fill in a channel on TrustMRR. Old users stay through the credit subscription and the free Chrome extension's constant presence on TikTok pages (speculation). Last month's visits are empty in the input data.
Top channel measured by Similarweb, others estimated by rank
| Attributable new users, last month | Share |
|---|---|
| Other | 100% |
Direct + brand search 85%. Direct and brand search count as viral only when the site shows sharing mechanics; the largest share wins, under 5% means Other.
| Country | Share of visits |
|---|---|
| United States | 36.9% |
| Vietnam | 14.24% |
| India | 12.87% |
| Pakistan | 12.05% |
| Netherlands | 10.53% |
English
28 keywords · brand ~85% · organic 100% / paid 0%
| Similarweb top 5 keywords |
|---|
| snowball |
| snowball content |
| snowball ugc |
| snowball/ ugc |
| snowball ai |
About $1,426 last month (real payments synced by TrustMRR), #474 of 563 TrustMRR sites; the month before was $1,726.
New-user source: Other (Direct / referral / email / paid). Mostly referrals, email or paid, or mostly direct with no clear source On Similarweb last month, the top channel is direct visits (40.46%), followed by organic search (about 44.7%, estimated from rank); there are only 28 search keywords, all brand keywords (snowball, snowball content, snowball ugc, snowball ai), which shows users first learn about the product elsewhere and then search the name. Paid traffic is 0%, there is no referring site data, and month over month is +69.78%. The website has X, TikTok, Instagram, LinkedIn, and Discord, the blog has only 3 articles from 2026-07, and the founder did not fill in a channel on TrustMRR. Old users stay through the credit subscription and the free Chrome extension's constant presence on TikTok pages (speculation). Last month's visits are empty in the input data.
7-day free trial (no credit card needed); Starter $20/month or $220/year (800 credits); Pro $80/month or $880/year (2,000 credits); Power $200/month or $2,200/year (6,000 credits); Teams custom (TrustMRR says from $500/month)
Dossier confidence: low. Parts 1 and 2 come from reading the site and Similarweb data; part 3 from public reporting, founder posts, Wayback snapshots, WHOIS and similar, with speculation marked.
The numbers: revenue comes from TrustMRR: real payments synced automatically from the founder's Stripe or other payment account, summed by calendar month, renewals included, in USD. Site visits come from the Similarweb public page; where it shows none, they are estimated from global rank or the TrustMRR payment count, as noted on the page.
Data through last month. Page updated 2026-10-31.
Scan with WeChat to pay; this page unlocks by itself once paid.
On a phone: save the QR image, then scan it from your photos in WeChat.