The 10 Best Creative Analytics Tools for Meta and TikTok Ads in 2026

Key takeaways

• Motion is the best creative analytics tool for most brands spending $50,000 a month or more. It tags hooks, visuals and messaging automatically across Meta, TikTok, YouTube and LinkedIn, from $999 a month.

• Segwise covers the most ad networks. It reads 15+ networks, including AppLovin and Unity, and connects to the main mobile attribution tools, so it suits app marketers.

• Superads is the cheapest serious option at $125 a month for up to $100,000 in monthly ad spend.

• Foreplay Lens charges a flat price. Its cost doesn't rise with your ad spend, which suits agencies with large Meta accounts.

• Pricing is usually tied to ad spend. Check where your monthly spend falls before you compare prices, because the same tool can cost several times more at the next tier.

What creative analytics tools do

Ads Manager tells you which ad won. It doesn't tell you why. A creative analytics tool pulls performance for every ad you run, labels what's in each one (the hook, the format, the person on camera, the offer, the call to action) and then reports across those labels. Instead of "ad 47 beat ad 52," you see that founder-led hooks beat product-first hooks across 60 ads last month, which is something a creative team can brief from.

Most tools in this category now tag ads with AI, though a few still lean on your naming conventions, and most price by how much you spend on ads each month. The 10 below differ mainly in which networks they read, how deep their tagging goes and where their pricing starts.

How we ranked

We looked at which ad networks each tool connects to, how it tags creative (automatically, by naming convention or not at all), the reports you get and how easily you can share them, competitor and benchmark data, and what a brand spending around $50,000 a month on paid social would pay.

The 10 tools compared

1. Motion - Best overall

Motion tags every ad you run and reports which elements win, across the main social ad platforms.

What works: It connects to Meta, TikTok, YouTube and LinkedIn ads, plus Northbeam and GA4, and tags every ad automatically by messaging, visuals, hooks and audience. You can filter on 200+ metrics, compare hooks, formats and talent side by side, and see where viewers drop off in a video frame by frame. Reports are live links you can send to a client or a creative team, and Starter includes unlimited seats and ad accounts. Motion's 2026 Creative Benchmarks report, built from about $1.29 billion in Meta spend across 578,750 creatives, is a useful free read on its own.

What doesn't: Starter costs $999 a month and covers up to $50,000 in monthly spend. The higher tiers are quote-only, and you book a demo to start. Reviewers on G2 mention a learning curve and limits on connected ad accounts for agencies.

Best for: Brands and agencies spending $50,000 a month or more who want the most complete creative reporting.

2. Segwise - Best for apps and many ad networks

Segwise is built for marketers who buy media on many networks at once.

What works: It reads 15+ ad networks, including Meta, Google, TikTok, AppLovin, Unity, Mintegral, Moloco, Reddit and LinkedIn, and connects to the mobile measurement partners AppsFlyer, Adjust, Branch and Singular. AI tags cover hooks, scenes, emotions, personas and calls to action, and you can add your own. It reports ROAS and spend for each creative, groups similar creatives across networks, tracks fatigue and sends alerts to Slack or email. You can also ask questions about your data in plain English.

What doesn't: Growth costs $499 a month for up to $250,000 in monthly spend, and Pro jumps to $1,699 for $250,000 to $500,000. The free trial is short. It's built around app and subscription marketing, so a Shopify brand on Meta alone will pay for networks it doesn't use.

Best for: App and game marketers running ads on several networks at once.

3. Superads - Best for the lowest entry price

Superads is an AI platform for analyzing ad campaigns and spotting which creative trends are working.

What works: It connects to Meta, TikTok and LinkedIn, with Google Ads (including Performance Max) in beta. Ads are tagged automatically by hook, angle, call to action, format, visual style and emotional tone, and you can ask an assistant questions about your results. Live boards and multi-account reports can be shared with clients. Professional costs $125 a month, or $1,500 a year, for up to $100,000 in monthly spend, with no fixed contract.

What doesn't: Each extra $100,000 of monthly spend adds $100 a month, and paying yearly costs the same as 12 months, so there's no annual discount in practice. Its reports go less deep than Motion's.

Best for: Agencies and brands that want AI tagging and shareable reports without a four-figure monthly bill.

4. Atria - Best for analytics plus market research

Atria is a creative strategy platform that pairs your own ad performance with a large library of other brands' ads.

What works: Radar grades each of your ads and suggests fixes, and the same account gives you competitor research across Meta and TikTok, so you can compare your best performers with what the market is running. Core includes five ad accounts and up to $500,000 in monthly spend analyzed for $129 a month billed annually, which is a low price for that spend ceiling. Atria also connects to AI assistants through an MCP server.

What doesn't: Its analytics are built for Meta and TikTok first. AI credits are metered and don't roll over, and the plans above Core jump to $479 and $959 a month.

Best for: Teams that want analytics and inspiration in one place at an entry price.

5. Foreplay Lens - Best for flat pricing

Lens is the creative analytics and reporting product inside Foreplay, launched in May 2025.

What works: It tags Meta ads by persona, hook transcription, theme and on-screen creator, with custom tags on top, and shows a creative leaderboard, fatigue trends and test results as charts. Reports are white-labeled and password-protected for client work. You can also benchmark against other advertisers. Pricing doesn't depend on ad spend: Workflow ($149 a month billed annually) includes one Lens brand, and Agency ($389 billed annually) includes 10.

What doesn't: Lens is Meta-focused, and it isn't on the $49 Basic plan. Extra Lens brands cost $50 each, annual plans aren't refundable, and the seven-day trial needs a card.

Best for: Agencies and Meta-first brands with big budgets who don't want pricing that climbs with spend.

6. Alison.ai - Best for multi-network mobile and gaming

Alison.ai is a creative intelligence platform that benchmarks the elements in your ads against competitors.

What works: It covers a wide set of networks: Google Ads, Meta, Snapchat, TikTok, LinkedIn, Moloco, Unity, AppLovin and Amazon Ads. Ads are tagged automatically, and its Creative Intelligence Reports show which elements drive results and turn that into briefs for the next round of creative. In 2026 it added an AI strategist agent that answers questions about your account.

What doesn't: Pricing isn't published, so you'll need a sales call to get a number.

Best for: Mobile and gaming teams spending across many networks.

7. Bestever - Best for competitor analysis

Bestever puts your ads next to your competitors'.

What works: It reads Meta, TikTok, Google and LinkedIn, tags creative features automatically and produces a report you can question in plain English. A competitor dashboard sits alongside your own results, so you can tell whether a winning idea is yours or the whole category's.

What doesn't: Pricing isn't listed, and getting started means booking a call. It's a young product, so expect features to change.

Best for: Large catalog brands and agencies that want competitor context next to their own numbers.

8. Triple Whale Creative Cockpit - Best for Shopify brands on Triple Whale

Creative Cockpit is the creative performance dashboard inside Triple Whale, the ecommerce analytics platform.

What works: It shows creative performance from Facebook, Google Ads and TikTok in card or table views, and compares what each platform reports with what Triple Whale's own pixel attributes. That's useful when the platforms disagree about which ad drove sales. If your store already runs on Triple Whale, there's nothing new to set up.

What doesn't: It doesn't tag creative elements with AI, so you see performance ad by ad, with no breakdown by hook or format. Each platform gets its own view, and paid plans scale with store revenue.

Best for: Shopify brands already paying for Triple Whale who want creative reporting next to their attribution.

9. Northbeam - Best for attribution-first brands

Northbeam sells attribution, and its creative view is built on that data.

What works: Creative cards show each ad's performance across channels using Northbeam's first-party data, and you can switch between attribution models, filter and sort by any metric. If your team argues about which channel deserves credit, this gives you creative results that match the numbers finance sees.

What doesn't: Creative analysis is a secondary feature. There's no creative tagging, and Starter costs $1,500 a month for brands under $1.5 million a year in ad spend. Professional is $3,500 a month on an annual term.

Best for: Brands that buy Northbeam for attribution and want creative reporting from the same data.

10. Madgicx Creative Insights - Best for Meta-heavy smaller advertisers

Madgicx is an ad management platform for Meta advertisers, and Creative Insights is its creative reporting dashboard.

What works: It tags creative elements with computer vision, tracks fatigue and breaks results down by format and audience, all for Facebook and Instagram ads. A separate reporting product brings in Google, GA4, Shopify, Klaviyo and TikTok, and every plan starts with a seven-day free trial.

What doesn't: Creative Insights covers Meta only, and Madgicx lists prices only inside the app, so you'll set up an account to see them.

Best for: Small and mid-size advertisers who spend most of their budget on Meta.

Which one fits your spend

• Under $50,000 a month on Meta and TikTok: Superads or Atria Core.

• $50,000 a month or more, mostly social: Motion.

• Apps and games across many networks: Segwise or Alison.ai.

• Agency with large Meta accounts: Foreplay Lens, since its price doesn't climb with spend.

• Already on Triple Whale or Northbeam: use their creative view before buying another tool.

Frequently asked questions

What is creative analytics?

Creative analytics is software that breaks ad performance down by creative and by what's in each creative, such as the hook, format, talent and offer, so you can see which elements win and brief more of them.

What is the best creative analytics tool?

Motion, for brands spending $50,000 a month or more on social ads. It tags ads automatically across Meta, TikTok, YouTube and LinkedIn, from $999 a month. Superads is the best lower-cost pick at $125 a month.

How do creative analytics tools tag ads?

Most use AI to watch each video and image and label its elements, such as the hook, scenes, people, emotions and call to action, without manual work. Some older tools rely on your ad naming conventions instead.

How much do creative analytics tools cost?

Starting prices on this list run from $125 a month (Superads) to $1,500 a month (Northbeam). Most tools charge by monthly ad spend, so the price rises as you scale, while Foreplay Lens charges a flat rate.

What is creative fatigue?

Creative fatigue is the drop in an ad's performance as the same people see it repeatedly. Segwise, Foreplay Lens and Madgicx track it, so you can replace an ad before its costs climb.