Framework vs Madgicx
Madgicx has been around the Meta automation category since 2018. And it’s big by design. You get AI media buying through the Lighthouse engine, an audience studio, creative workflow tools, attribution, plus a bunch of reports built on top of the Meta API. If you’re a brand or agency running paid social in-house with a lean buying team, it can be a real part of the stack at the right price.
Framework plays in a different problem space. It doesn't automate media buying. It won't manage bids or optimize audiences either. It runs structured creative experiments on every ad you ship, calls winners and losers at 95% statistical confidence, then ships the next batch with an embedded creative team. The bet is simple: Meta has already automated most media-buying decisions. Your real decision now is which creative you feed the machine.
People compare them because both sell “AI for ads.” Here’s the real split: Madgicx automates the media buyer’s seat. Framework makes the creative calls. Different jobs. Different price points. Often better together. Full breakdown below.
TL;DR
- →Madgicx automates Meta media buying. Framework decides which creative scales and which creative gets killed. Adjacent jobs, different shapes.
- →Madgicx is self-serve SaaS that starts under $100/mo. Framework starts at $25K/mo, and you get a creative production team with it.
- →If you’re stuck on bid management, audience automation, and Meta reporting, pick Madgicx.
- →If creative is what's slowing you down, making it, testing it, knowing what to scale, pick Framework.
At a glance
Framework
Statistical creative testing engine. Auto-kill at 95% CI. AI vision analysis.
Madgicx
AI advertising platform for Meta. Automation, creative, audiences.
Feature-by-feature
Where each one wins, honestly.
| Feature | Framework | Madgicx | Edge |
|---|---|---|---|
| Statistical scale-or-kill at 95% CI | Yes. Every cohort runs to significance, then declares winners and kills losers. | No. Madgicx focuses on automation rules and AI buying, not statistical creative significance. | ✓ |
| AI media buying / bid automation | No. Framework operates on the creative layer, not the buying layer. | Yes. Lighthouse is Madgicx's flagship: automated buying decisions across budget, bid, and audience. | ✓ |
| AI vision analysis on creative | Yes. Frame-by-frame vision analysis explaining why a format won. | Partial. Creative Studio tags creatives and surfaces top performers, but no deep vision-to-performance explanation. | ✓ |
| Auto-kill underperforming creative | Yes. Pauses losers at significance before they burn budget. | Partial. Rules-based auto-pause is available, but the trigger is heuristics (CPA, ROAS), not statistical confidence. | ✓ |
| Embedded creative production | Yes. Production pod ships 50–100+ creatives/mo on the engine. | No. SaaS only. AI creative generation tools exist but no human production team. | ✓ |
| AI creative generation | No. Framework ships through human production, not generation. | Yes. Madgicx has AI ad generation tools built in. | ✓ |
| Audience automation and lookalike stacking | Not in scope. Framework doesn't touch audience strategy. | Yes. Audience Studio is one of Madgicx's stronger features. | ✓ |
| Platform coverage | Meta, TikTok, Google. | Meta primary. TikTok and Google support is lighter. | ✓ |
| Floor price | $25K/mo and up (engagement includes team). | $79/mo Pro tier. $479/mo Plus. $1,499/mo Premium. Custom above. | ✓ |
| Self-serve onboarding | No. Sales-led, scoping call required. | Yes. Self-serve trial, connect Meta in minutes. | ✓ |
Which one should I pick?
The honest decision tree.
- ✓You’re spending $250K+/mo, and creative can’t keep up with the testing plan.
- ✓Meta keeps scaling ads you’d kill two weeks later if you’d just waited.
- ✓You want one partner owning the creative call and the actual output, not a SaaS subscription duct-taped to a freelancer team.
- ✓Your finance team or board cares if creative wins are statistically real.
- ✓You’re better off paying for one engagement that handles production and decisions than duct-taping three or four tools together.
- ✓If you’re spending under $250K/mo on Meta, a $79 to $1,499/mo SaaS price point fits the budget.
- ✓Your bottleneck isn’t creative. It’s media buying automation: bid management, audience stacking, budget rules.
- ✓You've already got an in-house creative team shipping volume, so you don't need a production partner.
- ✓You want self-serve onboarding and a free trial. Not a sales call.
- ✓If you're an agency juggling a bunch of small accounts, you need automation tooling that can actually scale.
The verdict
What we'd tell a friend.
Madgicx does what it was built to do: automate the media-buying side of Meta for SMB and mid-market accounts without dumb pricing. If your creative pipeline is already solid and the buyer’s seat is the real bottleneck, it can pay for itself fast.
Framework is the pick once creative becomes the bottleneck. Meta's Advantage+ and systems like it have already swallowed most media-buying decisions. The real call now is what creative you feed those automated systems. That's the call Framework is built to make. Both products can sit in the same stack just fine. They're solving different problems.
Frequently asked
What buyers ask comparing these two.
- Can I run Madgicx and Framework in the same account?
- Yes, and there’s no real conflict. Madgicx sits in the media-buying layer: bids, audiences, budgets, automation rules. Framework sits in the creative layer: which ads ship, which scale, which get killed. Several Newform clients still run Madgicx for buying automation while Framework handles the creative pipeline. The overlap is thin.
- Does Madgicx run statistical creative tests?
- Not the way Framework does it. Madgicx's Creative Studio tags and groups creatives, shows the winners, then uses rules to pause or scale based on CPA and ROAS thresholds. But those thresholds aren't statistical significance. A creative can trip the rule on a tiny sample and get killed early, or miss it even when it's a slow-starting winner. Framework's significance engine is the gap.
- Is Madgicx cheaper for the same job?
- Cheaper, yes. Same job, no. Madgicx Premium at $1,499/mo gives you the full buying-side automation stack and basic creative tools. Framework at $25K/mo gives you the testing engine plus a creative production team pushing ads through it. If you're comparing “creative decisions” only, Madgicx doesn't run statistical tests or ship ads. The price gap is a scope gap.
- Why isn't Framework sold as standalone SaaS?
- The engine compounds when creative production is plugged straight into it. If Framework finds a winning hook on Tuesday, the production pod can have eight variants live by Friday. A standalone SaaS version breaks that loop because the user still needs a separate team to do something with the insight. Newform is selling the loop, not another dashboard.
- Which is better for an agency managing many accounts?
- Madgicx makes sense for that setup. It can handle a lot of accounts under one agency seat, and the price-per-account math holds up. Framework is built for fewer, deeper client relationships. Usually 5 to 25 accounts at a time, each with an embedded production pod and a weekly creative testing roadmap. If you’re an agency managing 50 small accounts, Madgicx fits the model. If you’re running 5 to 10 mid-market accounts with real creative volume, Framework is the better fit.
- Does Madgicx work well outside Meta?
- Madgicx is built around Meta first. Yes, TikTok and Google integrations exist, but they don't go as deep. Framework runs across Meta, TikTok, and Google with the same testing discipline on each. If most of your spend sits outside Meta, that coverage gap is the thing I’d push hardest in the buying call.