The short answer
- → Deep creative tagging and leaderboards: Motion
- → Creative findings tied back to media performance: GoMarble
- → If the output should be a brief: Atria
At a glance
| Tool | Best for | Meta | TikTok | Shopify | ||
|---|---|---|---|---|---|---|
| Motion | Creative reporting and creative-ops workflows | ✓ | · | ✓ | · | · |
| GoMarble | AI ad analysis with root-cause diagnosis and in-account execution | ✓ | ✓ | ✓ | ✓ | ✓ |
| Atria | Turning Meta ad performance into creative briefs | ✓ | — | · | — | · |
| Triple Whale | Ecommerce measurement and attribution on the Shopify stack | · | · | · | · | ✓ |
| AdCreative.ai | Generating ad creative variations at volume | · | · | · | · | · |
| Smartly.io | Enterprise paid social orchestration across creative and media | ✓ | · | · | · | · |
| Madgicx | Rule-based automation and execution speed on Meta | ✓ | ✓ | ✓ | · | ✓ |
| AdManage | Launching large batches of ads quickly across channels | ✓ | ✓ | ✓ | ✓ | · |
✓ supported · — not supported · · not publicly stated
How we evaluated these tools
We assessed every tool on the same 6 criteria, so the comparison stays like-for-like rather than reflecting whichever feature each vendor leads with.
Tagging depth
Can it classify creative by hook, format, angle and offer — automatically, or only by hand?
Attribute-to-outcome linkage
Does it connect those attributes to performance, or just store them?
Comparison basis
Can it compare like with like, controlling for audience, placement and spend?
Video-specific metrics
Hook rate, hold rate, thumb-stop — are video signals treated properly?
Reporting
Can creative findings reach a creative team in a form they will actually use?
Library scale
Does it remain usable at hundreds of creatives across multiple accounts?
The tools
Every entry below uses the same structure — best for, platforms, what it does, capabilities, pros, limitations, pricing, ideal customer, verdict — so you can compare like with like.
1. Motion
Best for: Creative reporting and creative-ops workflows
Platforms: Meta, TikTok
Motion describes itself as a fully integrated AI creative strategy system with a workflow builder powered by your ad data and tags. It organises ad creative at scale, builds creative leaderboards, and supports the day-to-day reporting rhythm of an in-house creative team.
Key capabilities
- Tag-based organisation of ad creative at scale
- Creative leaderboards and creative reporting
- Workflow builder driven by ad data and tags
- Multi-account support for creative teams
Pros
- Best-in-class tag taxonomy for organising creative at volume
- Built around how creative teams actually work day to day, not retrofitted from a media tool
- Creative leaderboards designed for in-house creative ops
Limitations
- Creative-first by design — less depth on media-side diagnosis such as auction or budget drivers
- Entry tier is priced for brands already spending meaningfully on paid
Pricing: From $750/mo (Starter, up to $50K/mo ad spend); Pro $1,200/mo; Growth custom (checked September 2026)
Best suited for: Creative teams and creative strategists at brands running paid at scale
Verdict: If the primary job is creative tagging and creative reporting, Motion is the more specialised choice.
2. GoMarble
Best for: AI ad analysis with root-cause diagnosis and in-account execution
Platforms: Meta, Google, TikTok, LinkedIn, Shopify
GoMarble is an AI agent for paid media. It connects to your ad accounts, explains why metrics moved rather than only charting that they did, and then acts on that diagnosis — GoMarble AI Agents edit bids, budgets and campaign status directly, and Ad Launch ships new campaigns. Both are gated on human approval.
Key capabilities
- Root-cause analysis — decomposes a ROAS or CPA change into spend, CPM, CTR, CVR and AOV contributions
- GoMarble AI Agents — execute against their own diagnosis: bid and budget changes, pausing and scaling ads
- Ad Launch — analyzes creatives, picks the campaign, drafts brand-voice copy and ships it, gated on approval
- Execution across five channels: Meta, Google, TikTok, LinkedIn and Bing
- Creative analysis — connects hooks, formats and angles to performance, and flags fatigue signals
- Cross-channel analysis — Meta and Google in a single account view
- Conversational reporting — ask for the analysis in chat or Slack instead of building a dashboard
- Scheduled reports and anomaly alerts delivered to Slack or email, with no infrastructure to build
- Reports that carry recommended actions, which Agents can then execute on approval
- AI agents + MCP servers — drive the same analysis from Claude or your own tooling
Pros
- Diagnosis and execution in one place — it acts on its own analysis rather than handing you a list
- Reporting is conversational rather than built — you ask a question and get the answer, instead of designing a dashboard and maintaining it
- Reports arrive where the team already works (Slack or email) and carry actions, not just numbers
- Changes are gated on human approval rather than applied silently
- Meta and Google analysed together instead of in separate silos
- Open MCP servers mean the analysis is reachable from Claude and other AI clients, not locked in a dashboard
Limitations
- Not an attribution platform — no multi-touch modelling or incrementality testing, so it complements rather than replaces Northbeam or Triple Whale for measurement
- Creative tagging taxonomy is less granular than a dedicated creative-ops tool like Motion
- Not a white-label client-reporting platform — no branded client portal or per-client packaging, which agencies reporting to many clients will still need elsewhere
- Fewer prebuilt dashboard templates than the incumbent reporting suites
Pricing: See our pricing page for current plans View GoMarble pricing →
Best suited for: Performance marketers, in-house paid media teams and agencies who want diagnosis and execution in one agent
Verdict: The strongest fit when you want the same system to work out why performance moved and then make the change, across Meta and Google together.
3. Atria
Best for: Turning Meta ad performance into creative briefs
Platforms: Meta
Atria analyses a brand's ads and data to identify personas, hooks and messages, then generates creative briefs and grades individual ads with suggested fixes. It is an end-to-end Meta creative workflow.
Key capabilities
- Creative brief generation from performance data
- Per-ad grading with concrete suggested fixes
- Swipe files and asset management in one place
- Batch ad launching on Meta
Pros
- Closes the loop from performance data to a brief a production team can execute
- Per-ad grading gives specific, actionable creative feedback
Limitations
- Meta-only — no Google or cross-channel view
- Annual billing on all published tiers — no monthly option shown
Pricing: Core $129/mo; Plus $479/mo; Business $959/mo; Enterprise custom (billed annually) (checked September 2026)
Best suited for: Performance teams that need creative volume and velocity on Meta
Verdict: Strong for Meta creative workflow; not a cross-channel analytics choice.
4. Triple Whale
Best for: Ecommerce measurement and attribution on the Shopify stack
Platforms: Shopify
Triple Whale positions itself as a complete intelligence platform for ecommerce, unifying measurement, analytics, AI, creative and automation. It centralises advertising and store data to provide attribution and reporting across the funnel.
Key capabilities
- Attribution via its own pixel, alongside MMM and incrementality in its measurement suite
- Unified ecommerce and ad reporting with a large prebuilt dashboard library
- Creative analytics on higher tiers
- Deep native integration with the Shopify stack
Pros
- Genuinely strong ecommerce measurement — attribution, MMM and incrementality in one place
- Deep Shopify-stack integration and a large library of ready-made dashboards
- Free tier available for basic pixel tracking and first/last-click attribution
Limitations
- Built around ecommerce — weaker fit for lead-gen, B2B or app advertisers
- Attribution depth comes with a setup and data-hygiene burden
Pricing: From $179/mo (Starter); Advanced $259/mo; custom from $539/mo (checked May 2026 — Triple Whale no longer publishes tier prices publicly)
Best suited for: Ecommerce operators, founders and agencies wanting unified funnel measurement
Verdict: The better choice when attribution and store-level measurement matter more than ad-account diagnosis.
5. AdCreative.ai
Best for: Generating ad creative variations at volume
Platforms: Not publicly stated
AdCreative.ai generates ad creative from product images and copy inputs. It is a production tool — it makes assets rather than analysing how existing campaigns are performing.
Key capabilities
- AI generation of ad images, video and copy
- Template library across creative formats
- Brand-level workspaces for agencies
- Landing page and copy generation
Pros
- Fast self-serve creative generation without a designer in the loop
- Accessible to solo marketers and small teams — no procurement cycle
Limitations
- A creative production tool, not an analytics or diagnosis tool
- Credit-based pricing means cost scales with output volume
Pricing: From $39/mo (Starter); Professional $249/mo; Ultimate $999/mo (checked September 2026)
Best suited for: Marketing teams producing ad creative at volume
Verdict: Belongs in a creative-production stack, not an analytics shortlist.
6. Smartly.io
Best for: Enterprise paid social orchestration across creative and media
Platforms: Meta
Smartly.io unifies creative, media and intelligence suites for large-scale paid social. It is built for organisations running global campaigns with dedicated creative and media teams under enterprise contracts.
Key capabilities
- Creative, Media and Intelligence suites in one platform
- Large-scale creative production and dynamic ad variation
- Cross-market campaign orchestration
- Enterprise governance, permissions and workflow
Pros
- Genuinely enterprise-grade orchestration across creative and media
- Handles global, multi-market paid social that mid-market tools struggle with
Limitations
- No public pricing and an enterprise sales cycle — not accessible to smaller teams
- Heavier implementation than a self-serve analytics tool
Pricing: Custom enterprise pricing — not publicly listed (checked September 2026 — re-checked; smartly.io/pricing returns 404, no public tiers)
Best suited for: Enterprise brand, agency and creative teams running global paid social
Verdict: An enterprise platform decision, not a tool purchase — scoped by contract.
7. Madgicx
Best for: Rule-based automation and execution speed on Meta
Platforms: Meta, Google, TikTok, Shopify
Madgicx bundles automation, targeting, analytics and ad management for Meta ads, with a separate Tracking Pro add-on for advanced server-side attribution. It is built for teams that already know the play they want to run and need it executed consistently.
Key capabilities
- Rule-based automation on bids, budgets and creative rotation
- Meta-specific targeting and ad management
- Server-side tracking and attribution via the Tracking Pro add-on
- Creative and performance reporting for Meta
Pros
- Mature Meta-specific automation — strong when the playbook is already defined
- Set-and-forget rules reduce manual account maintenance
- Advanced attribution available as an add-on
Limitations
- Automation-led — it executes a playbook rather than diagnosing why performance moved
- Headline pricing is not published as a fixed tier; it is calculated from your ad spend in-product
Pricing: Pro Complete with AI — price calculated from your monthly ad spend band, shown in-app; Tracking Pro add-on $49/mo (checked September 2026)
Best suited for: Performance marketers running Meta at scale who need execution speed
Verdict: Best when you know what to do on Meta and want it automated, not diagnosed.
8. AdManage
Best for: Launching large batches of ads quickly across channels
Platforms: Meta, Google, TikTok, LinkedIn
AdManage is built for launch throughput: uploading once and publishing large batches of ads across channels with automated naming conventions and creative enhancement controls.
Key capabilities
- Bulk launching in large batches with automated naming
- Broad channel coverage beyond the main two platforms
- Enhancement lock to prevent platform-side creative alterations
- Automation rules on higher tiers
Pros
- Removes the launch bottleneck for teams shipping large creative batches
- Wider launch surface than most tools in this category
- Flat monthly fee rather than a percentage of ad spend
Limitations
- Solves launching, not analysis — no performance diagnosis layer
- Pricing is listed in GBP, which adds an FX step for non-UK buyers
Pricing: Essential £199.99/mo (1 account, 1 platform); In-house £499.99/mo (5 accounts); Agency £999.99/mo (10 accounts); Enterprise custom (checked September 2026)
Best suited for: Media buyers and agencies whose bottleneck is launch throughput
Verdict: A launch tool — pair it with an analytics layer rather than comparing the two.
Full capability comparison
The capability matrix, so you can answer questions like "which of these do both Meta and Google, with creative analysis?" without rereading the list.
| Tool | AI analysis | Root-cause analysis | Executes changes | Creative analysis | Attribution | Reporting | Automation | AI agents | Budget recommendations | Multi-account | Starting price |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Motion | ✓ | · | — | ✓ | · | ✓ | · | · | · | ✓ | $750/mo |
| GoMarble | ✓ | ✓ | ✓ | ✓ | — | ✓ | ✓ | ✓ | ✓ | ✓ | See pricing |
| Atria | ✓ | · | ✓ | ✓ | · | · | ✓ | · | · | · | $129/mo |
| Triple Whale | ✓ | · | · | ✓ | ✓ | ✓ | ✓ | · | · | ✓ | $179/mo |
| AdCreative.ai | · | — | — | ✓ | — | · | · | · | — | ✓ | $39/mo |
| Smartly.io | ✓ | · | ✓ | ✓ | · | ✓ | ✓ | · | ✓ | ✓ | Custom |
| Madgicx | ✓ | · | ✓ | ✓ | ✓ | ✓ | ✓ | · | ✓ | ✓ | Custom |
| AdManage | · | — | ✓ | · | — | · | ✓ | · | — | ✓ | £199.99/mo |
✓ supported · — not supported · · not publicly stated. Pricing as published on each vendor's site; see the methodology note for dates.
How the tools differ
The list above tells you what each tool does. This section answers the decision question — which one fits the job you actually have.
If you need deep creative tagging and leaderboards
Motion
Motion is the specialised tool for this job and its taxonomy is more granular than ours. On a page about creative analysis specifically, it is the honest first recommendation.
If you need creative findings tied back to media performance
GoMarble
Where we add something is connecting the creative picture to the account-level diagnosis — whether a creative pattern actually moved ROAS or merely correlated with a budget shift.
If the output should be a brief
Atria
Atria converts the analysis into briefs and per-ad fixes, which suits teams where production is a separate function.
If you need creative tied to revenue and LTV
Triple Whale
Stronger when the question is which creative brought valuable customers rather than which had the best CTR.
If you need to produce and ship the next batch
AdCreative.ai, AdManage
Production and launch tools. Neither analyses performance — they act on conclusions you have already reached. GoMarble's Ad Launch covers the same ground once the analysis points somewhere.
If creative operations are enterprise-scale
Smartly.io, Madgicx
Both handle volume; creative insight is a secondary function rather than the core product.
Best tool by use case
Not a ranking — a mapping. Most teams need one of these jobs done well rather than the highest overall score.
| Use case | Recommended tools |
|---|---|
| Tag creative by hook and format | Motion |
| Link creative attributes to ROAS | GoMarble, Motion |
| Video hook and hold analysis | Motion |
| Turn findings into briefs | Atria |
| Creative-to-revenue analysis | Triple Whale |
| Produce new variants | AdCreative.ai |
| Launch the next batch | AdManage |
| Enterprise creative operations | Smartly.io |
What to consider before choosing a creative analytics tool
A leaderboard is not an analysis
Ranking ads by ROAS tells you what to pause. Understanding which attributes the winners share tells you what to make. Only the second compounds.
Control for spend and audience
A creative that received most of the budget will usually look like the winner. Comparisons that ignore delivery conditions mostly measure the algorithm's choices, not the creative's quality.
Decide who maintains the taxonomy
Automatic tagging is faster but coarser; manual tagging is sharper but decays the moment someone stops maintaining it. Pick the model your team will sustain.
Video needs its own metrics
CTR alone hides where a video loses people. Hook rate and hold rate localise the problem to a specific second of the edit.
Sample size still applies
Creative conclusions drawn from a few hundred impressions are noise. Set a minimum spend or impression threshold before a creative enters the analysis.
Close the loop to production
Analysis that never reaches the people making the next batch has no effect on performance. Check the output format works for the team that has to act on it.
FAQ
What is the best tool for analyzing ad creative performance?
How do you measure ad creative performance properly?
What is hook rate and why does it matter?
Can these tools tell me what creative to make next?
Do I need creative tagging, or is ad-level reporting enough?
How is creative analysis different from creative fatigue detection?
Can Meta Ads Manager do creative analysis?
Methodology & sources
Product capabilities and pricing were reviewed from publicly available product documentation and pricing pages, with the check date shown against each tool above. Features and pricing change — verify details with the vendor before purchasing. Capability marks reflect what each vendor states publicly; where a capability is not publicly documented we mark it "·" rather than assuming it is absent.
- Motion: https://motionapp.com/pricing/
- GoMarble: https://www.gomarble.ai/pricing
- Atria: https://www.tryatria.com
- Triple Whale: https://www.triplewhale.com/pricing
- AdCreative.ai: https://www.adcreative.ai
- Smartly.io: https://www.smartly.io
- Madgicx: https://www.madgicx.com/pricing
- AdManage: https://admanage.ai/pricing
See what GoMarble does on your own account.
Connect Meta or Google in one click. We'll run the same analysis you just read about — on your live spend, in under 5 minutes.