Volume vs Virlo: Which Tool Shows You What's Working on TikTok?

Choose Volume if you want to see which formats are working in your niche and then make and post your own version, in one place. It measures every post against its own account's average views, covers TikTok, Instagram and Meta ads, and works from Claude, ChatGPT, Cursor, Claude Code or Codex through its MCP. Plans start at $29.99 a month.

Choose Virlo if you need YouTube Shorts as well as TikTok and Instagram Reels, AI research agents, tracking with alerts, or a pay-as-you-go data API for your own tools. Plans start at $49 a month.

It measures each post against its own account. A post gets into Volume's Library when it reaches at least 2.5 times its account's average views, so a big account's ordinary post doesn't crowd out a small account's real breakout. Virlo's outlier feature compares views with the creator's follower count (50 times or more), a different cut that surfaces different posts.

The breakdown is done for you. Each post shows its views against the account's average, then the format, the hook, the first line, why it beat the average, the move to copy, a script and the caption.

From research to a posted slideshow. Open any post in the Library and make your version in Volume's slideshow editor, by hand or with your AI agent, then schedule it to TikTok.

Your agent is included. The MCP for Claude, ChatGPT, Cursor, Claude Code and Codex comes with Core and Pro, so your agent can search the Library and build slideshows without a separate balance.

Meta ads on every plan. The Library includes the Meta ads brands keep running, 14 days or more or with 3 or more versions, on Core and Pro.

Worth knowing: Volume doesn't cover YouTube Shorts, has no trending-sounds data, and schedules to TikTok only. Its accounts come from the US, Canada, the UK, Australia, New Zealand and Ireland.

More platforms. Virlo describes itself as a social listening and analytics platform for TikTok, YouTube Shorts and Instagram Reels.

Research agents and tracking. Starter includes Content Research Agents, a Tracking Center, Content Studio and a daily data refresh. Pro adds Meta Ads Intelligence, Slack, Discord and webhook alerts, and Zapier and n8n integrations.

A data API for builders. Virlo's MCP server lists 43 tools, from creator and video lookups to trends and research agents. Calls draw on a prepaid balance where 1 credit is $0.01, separate from the app plans.

A free slideshow leaderboard. Its public Trending TikTok Slideshows page lists 1,000 slideshows with filters for niche, content format, hook type, region and views, refreshed daily.

Worth knowing: Virlo has no free plan after the 7-day trial, Meta ads start on Pro at $199 a month, and MCP and API use is billed separately from the app plans.

Volume has a 3-day free trial, then Core at $29.99/month (60 posts, 100 AI image credits, the Library, and Intelligence for 3 accounts) or Pro at $69.99/month (300 posts, 400 AI image credits, and Intelligence for 15 accounts). Annual billing gives two months free. The What's working pages are free to read without an account.

Virlo has a 7-day free trial, then Starter at $49/month (2,000 credits a month), Pro at $199/month (12,000 credits, 3 team seats and Meta Ads Intelligence), or Enterprise at a custom price with API access. MCP and API calls draw on a separate prepaid balance.

Both start from real short-form posts instead of guesses, both refresh their data daily, both have a free public page you can browse without an account, and both connect to AI agents over MCP.

• You want to see what's working in your niche and post your own version: Volume
• You make TikTok slideshows or Instagram carousels: Volume
• You want Meta ad examples on an entry-level plan: Volume
• You need YouTube Shorts: Virlo
• You want research agents and alerts for a team: Virlo
• You're building your own tool on a short-form data API: Virlo