Newform vs AdgeAI
AdgeAI built a strong predictive creative analytics product before the Publicis acquisition in March 2026. The tech is real: deep-learning creative tagging, predictive performance scoring, continuous multi-arm bandit testing on Meta ads. For e-commerce brands at scale, it's been one of the more sophisticated platforms in the category.
The acquisition changes the buying motion. AdgeAI is now part of Publicis Groupe's $970M AI spend plan for 2026, which means distribution is moving toward Publicis client engagements rather than independent licensing. If you're not already in the Publicis ecosystem, the path to AdgeAI's tech is less direct than it used to be.
Newform's positioning here is straightforward: independent partner, same kind of creative intelligence layer, with a production team that ships ads through the engine. No holdco roster. No corporate-development dependency. The trade-off is platform depth — AdgeAI's multi-arm bandit and predictive scoring have been in market longer than Framework. The honest comparison is below.
TL;DR
- →AdgeAI was acquired by Publicis in March 2026 (reportedly ~$100M). Distribution is changing under that banner.
- →AdgeAI's core tech: deep-learning creative tagging, predictive scoring, continuous multi-arm bandit testing across e-commerce ads.
- →Newform is independent. Same kind of creative intelligence layer, but not tied to a holding company's roster.
- →Pick AdgeAI if you're already a Publicis client. Pick Newform if you want an independent partner running the stack.
At a glance
Newform Framework
Creative intelligence platform + embedded creative team
AdgeAI
Predictive creative analytics platform, now part of Publicis Groupe
Feature-by-feature
Where each one wins, honestly.
| Feature | Newform Framework | AdgeAI | Edge |
|---|---|---|---|
| Statistical testing engine (95% CI calls) | Yes. Cohorts run to significance, with auto-kill and auto-graduation. | Yes. Continuous multi-arm bandit allocation, predictive scoring on top. | = |
| AI vision + language analysis | Yes. Auto-tags hook, format, scene, copy. | Yes. Deep-learning tagging on video and static, with predictive performance scoring pre-launch. | = |
| Multi-arm bandit budget allocation | Statistical cohorts plus rule-based allocation. Not strictly bandit-driven. | Yes. Multi-arm bandit is the core delivery method. | ✓ |
| Auto-kill underperforming creative | Yes. Pauses losers automatically at significance. | Yes. Bandit allocation starves underperformers of budget over time. | = |
| Embedded creative production | Yes. Production pod ships 50–100+ creatives/mo on the engine. | Now bundled into Publicis creative services on enterprise engagements. | = |
| Independence (not holdco-owned) | Yes. Privately held, founder-led. | No. Acquired by Publicis Groupe in March 2026. | ✓ |
| Roster conflict risk | Newform vets for direct conflicts. Independent, so no portfolio constraints. | Publicis portfolio includes hundreds of brands. Conflict checks happen at the holdco level. | ✓ |
| Engagement speed | 2–3 weeks from contract to live testing. | Slower under Publicis. Enterprise scoping typical. | ✓ |
| Public pricing | Custom by engagement, typical range $25K–$80K/mo. | Not publicly listed. | ✓ |
| Tenure in market | Live since 2023. | Live since 2020. | ✓ |
| Platform coverage | Meta, TikTok, Google. | Strongest on Meta and YouTube. Coverage of TikTok and others varies under Publicis. | = |
Which one should I pick?
The honest decision tree.
- ✓You want an independent partner, not a vendor inside a holding-company roster.
- ✓You're not already on a Publicis engagement and don't want to be routed onto one.
- ✓Speed of onboarding matters. Newform spins up in weeks. Publicis enterprise contracting typically takes longer.
- ✓You want production and platform owned by the same team, with one accountable lead.
- ✓You're sensitive to conflict-of-interest exposure across a holdco portfolio.
- ✓You're already a Publicis client and want AdgeAI's tech bundled into that engagement.
- ✓Multi-arm bandit allocation is a hard requirement, not just statistical cohort testing.
- ✓You need a vendor with longer market tenure and a published case-study library on enterprise accounts.
- ✓Your procurement org prefers buying from holding companies over independents.
- ✓You're running global campaigns where Publicis's geographic footprint is an advantage.
The verdict
What we'd tell a friend.
AdgeAI's underlying technology is strong, and the Publicis acquisition validates the category. If you're a global enterprise already running a Publicis engagement, AdgeAI's stack landing inside that contract is a clean win. The combined offering gets sharper as Publicis integrates the platform across its creative agencies.
Newform is the independent alternative. Same problem (decide which ads scale, ship the next round of variants, learn faster than your competitors). Different structure. Founder-led, no holdco distribution, faster to spin up, and the platform isn't getting routed through a Publicis SoW. For brands that have watched holdco-acquired tech slow down or get repackaged, that independence matters.
Frequently asked
What buyers ask comparing these two.
- What changed for AdgeAI after the Publicis acquisition?
- Distribution moved. AdgeAI was previously sold as an independent platform to e-commerce brands and agencies. After the March 2026 acquisition, it's increasingly bundled into Publicis client engagements rather than licensed standalone. Public pricing is no longer listed, and the buying motion is now enterprise-style scoping through Publicis. The underlying tech (deep-learning tagging, predictive scoring, multi-arm bandit allocation) hasn't changed.
- Is multi-arm bandit testing better than 95% CI cohort testing?
- Different shapes. Multi-arm bandits continuously reallocate budget toward whichever creative is winning at the moment, so they minimize regret in market. Cohort testing at 95% confidence waits longer before declaring a winner but gives you statistical certainty before scaling. For accounts where exploitation matters more than certainty, bandits win. For accounts where a wrong scale call costs more than slow learning, cohorts win. Most strong setups use both, depending on the question.
- Can I still buy AdgeAI standalone in 2026?
- Less clearly than before. Publicis has signaled they're integrating AdgeAI across their creative agencies, which usually means standalone licensing winds down over 12–24 months post-acquisition. Get the latest answer directly from Publicis or AdgeAI sales. If standalone licensing is unavailable when you're shopping, the practical alternatives are Newform, Motion, Atria, or building a custom bandit setup on Revealbot or Smartly.
- How does Newform's independence affect the engagement?
- Three ways. One, scoping is faster — Newform contracts run weeks, not months. Two, no portfolio conflicts inside a holdco roster, so two competing brands aren't sharing the same internal team. Three, the platform roadmap is set by Newform, not by a parent company's quarterly priorities. Independence isn't a moral argument, it's a structural one that shows up in onboarding speed and product velocity.
- Does AdgeAI run TikTok the same way as Meta?
- Less consistently. AdgeAI's strongest channel has historically been Meta, with YouTube as a second priority. TikTok support exists but isn't as mature. Newform runs the same engine across Meta and TikTok by default. If TikTok is a top-3 channel for your spend, that's a real consideration.
- What size advertiser is AdgeAI typically for now?
- Enterprise. Under Publicis, the bar is roughly $1M+/mo in paid spend and an existing or planned Publicis relationship. Mid-market brands that historically licensed AdgeAI directly are mostly being pointed to other platforms now or onto smaller Publicis engagements. Newform's sweet spot is the $250K–$10M/mo band, which lands closer to mid-market growth-stage brands than to enterprise.