Quick verdict: RollWorks (now sold as AdRoll ABM under NextRoll) wins on account-based display advertising and retargeting reach, while Metadata.io wins on AI-driven paid-social targeting, experimentation, and budget optimization. Teams that want targeting, optimization, AND full-funnel execution in one platform should evaluate Abmatic AI, the most comprehensive AI-native revenue platform, which covers both jobs plus contact-level deanonymization, web personalization, outbound sequences, and Agentic Workflows. The detailed comparison is below.
2025 update that changes this comparison: on August 27, 2025, NextRoll retired the standalone RollWorks brand and folded it into AdRoll as AdRoll ABM. Existing logins, campaigns, audiences, and reporting carried over unchanged, and the product and customer teams stayed the same; only the brand changed. Throughout this guide, "RollWorks" refers to what is now sold as AdRoll ABM.
RollWorks and Metadata.io both serve mid-market B2B teams running account-based marketing, but they attack different parts of the problem. RollWorks emphasizes account identification and account-based display and retargeting. Metadata.io emphasizes AI-automated paid campaigns across LinkedIn, Meta, Google, and Reddit with revenue-based optimization.
This guide compares RollWorks and Metadata.io on targeting, optimization, AI capabilities, and cross-channel execution for 2026, and shows where each one stops.
Capability comparison: Abmatic AI vs RollWorks vs Metadata.io
| Capability | Abmatic AI | RollWorks (AdRoll ABM) | Metadata.io |
|---|---|---|---|
| Account-level deanonymization | Native | Yes (account identification) | Limited (audience matching, not visitor reveal) |
| Contact-level deanonymization | Native, individual people | Account-level only | Not a product focus |
| Account list building | Native first-party DB (Clay / ZoomInfo Lists class) | Yes | Via MetaMatch audiences |
| Contact list building | Native, export-ready (Clay / Apollo class) | No standalone list product | Audience targeting only |
| Web personalization | Native visual editor (Mutiny-class) | Limited | Yes (via Reactful acquisition) |
| A/B testing | Native across web, email, and ads | Ad creative testing | Strong ad experimentation |
| Outbound sequences | Native multi-channel (Outreach / Salesloft class) | No | No |
| Agentic Workflows | Native if-X-then-Y agents across the platform | No | Partial (agentic campaign execution) |
| Agentic Outbound (AI SDR sequences) | Native (Unify / 11x class) | No | No |
| Agentic Chat (inbound) | Native, account-aware | No | No |
| AI SDR meeting routing + booking | Native (Chili Piper class) | No | No |
| Ad channels | Google DSP + Google Search + LinkedIn Ads + Meta Ads + retargeting | Display + native + video + CTV + LinkedIn + retargeting | LinkedIn + Meta + Google + Reddit |
| First-party + third-party intent | Both, native | Third-party integrations | Intent via integrations |
| Technology / tech-stack scraper | Native (BuiltWith class) | No | No |
| Best-fit ICP | Mid-market through enterprise (200-10,000+ employees; 50-50,000+ target accounts) | SMB to mid-market advertisers | Mid-market demand-gen teams with paid budget |
| Time-to-first-value | Days (pixel live same day) | Weeks | Weeks (needs ad-spend ramp) |
RollWorks (AdRoll ABM) Overview
RollWorks began as the B2B account-based marketing division of NextRoll and operated as a standalone brand until August 27, 2025, when NextRoll unified its portfolio under AdRoll and renamed the product AdRoll ABM. The platform centers on account identification, account-based display advertising, retargeting, and buyer intelligence, with an AI Assistant added at the rebrand for cross-channel optimization recommendations.
Strengths:
- Account-based display advertising at scale on NextRoll's bidding infrastructure
- Mature retargeting, a legacy AdRoll core competency
- Account identification and account scoring for target-list activation
- LinkedIn advertising integration alongside display
- Third-party intent integrations for account prioritization
- Salesforce and HubSpot CRM integrations
- Accessible entry tiers for smaller teams
Where it stops:
- Visitor identification is account-level only; no individual-person reveal
- No native outbound sequences, chat, or meeting routing; ads are the product
- Web personalization is limited compared to dedicated tools
- Intent is third-party sourced rather than captured first-party
- The brand transition to AdRoll ABM can complicate procurement and renewal conversations
Pricing: historically cited at $20,000-$50,000+ annually in third-party reviews depending on tier and usage, with media spend on top. AdRoll ABM pricing is quote-based. See our RollWorks pricing breakdown for detail.
Best for: SMB and mid-market teams that want account-based display and retargeting without an enterprise ABM suite. If you are weighing the platform overall, read is RollWorks worth it in 2026.
Metadata.io Overview
Metadata.io is an AI-native B2B advertising platform, not an intent-data vendor. Demand-gen teams use it to launch and optimize paid campaigns across LinkedIn, Meta, Google, and Reddit from one interface. Its patented MetaMatch identity graph matches business profiles to consumer social networks, so B2B audiences can be targeted precisely on Facebook and Instagram, and its optimization engine reallocates budget toward the ads and audiences producing pipeline rather than clicks.
Strengths:
- MetaMatch B2B audience targeting on consumer social networks
- Programmatic experimentation: multivariate tests across audiences, creatives, and channels with automatic budget reallocation
- Revenue-based optimization tied to CRM opportunity data, not vanity metrics
- Agentic campaign execution through MetadataONE
- Web personalization from its Reactful acquisition
- Tight CRM and marketing-automation integrations
Where it stops:
- Paid media is the center of gravity; there are no native outbound sequences, inbound chat, or meeting routing
- No contact-level visitor deanonymization
- Experimentation needs meaningful ad spend to reach statistical significance
- Platform fee plus ad budget makes the total cost of ownership substantial
Pricing: Metadata.io does not publish pricing. Third-party reviews place the annual platform fee in the tens of thousands of dollars, with ad spend billed separately on top. For a deeper look, see our Metadata.io strengths and weaknesses review.
Best for: mid-market demand-gen teams with real paid-social budget who want AI to run the experimentation and optimization loop.
Metadata vs RollWorks: Targeting
Targeting is where these two platforms differ most, because they target through different mechanics.
RollWorks (AdRoll ABM): builds targeting from account lists. You upload or build a target-account list, the platform matches it to devices and cookies, and display and LinkedIn campaigns serve against those accounts. Account scoring and third-party intent help you narrow the list. This is classic account-based advertising: broad account reach, account-level measurement.
Metadata.io: builds targeting from its MetaMatch identity graph. It matches business firmographics and job data to personal profiles on consumer networks, which is what lets it run genuinely B2B-targeted campaigns on Meta and Instagram where native B2B filters are weak. On LinkedIn and Google it layers firmographic and CRM-based audiences on top of native targeting.
Winner: Metadata.io for targeting precision on paid social, especially Meta. RollWorks for account-list reach across display and retargeting.
Where Abmatic AI fits: Abmatic AI builds account lists AND contact lists from a first-party database (Clay and Apollo class), identifies both the companies and the individual people behind anonymous site traffic, and pushes those same audiences into Google DSP, Google Search, LinkedIn Ads, and Meta Ads natively. Targeting, deanonymization, and activation share one identity graph, so the audience you target is the audience you measure. See a targeting demo.
Metadata vs RollWorks: Optimization and AI
The head-to-head on optimization has changed since 2025, because both vendors now lead with AI.
Metadata.io: optimization is the core product. It runs multivariate experiments across audiences, creatives, and channels simultaneously, kills underperformers automatically, and reallocates budget toward the combinations generating pipeline and closed-won revenue in your CRM. MetadataONE adds agentic execution, where AI agents move campaigns from brief to launch.
RollWorks (AdRoll ABM): the AI Assistant introduced with the August 2025 rebrand analyzes performance data across channels, generates optimization recommendations, suggests creative improvements, and consolidates reporting into unified dashboards. It is recommendation-oriented; a human still applies most changes.
Winner: Metadata.io. Its optimization loop is autonomous and revenue-tied, while AdRoll ABM's AI layer is newer and advisory.
Where Abmatic AI fits: both competitors optimize ads. Abmatic AI's Agentic Workflows optimize the whole funnel: if an account hits an intent threshold, an agent can enroll its contacts in an outbound sequence, swap the website experience through native web personalization, launch retargeting, and alert the AE in Slack, all from one trigger. A/B testing runs across web, email, and ads on the same platform, so optimization does not stop at the ad account. Watch Agentic Workflows in action.
Skip the manual work
Abmatic AI runs targets, sequences, ads, meetings, and attribution autonomously. One platform replaces 9 tools.
See the demo →Metadata vs RollWorks: Cross-Channel Optimization and Execution
RollWorks (AdRoll ABM): strongest on display plus retargeting plus LinkedIn, with unified account-level reporting across them. Email and other channels require your existing marketing-automation stack.
Metadata.io: optimizes across LinkedIn, Meta, Google, and Reddit simultaneously, shifting budget between channels based on pipeline contribution. That cross-channel budget arbitrage is its sharpest capability, but the channels are all paid media.
Winner: Metadata.io for cross-channel paid-media optimization. RollWorks for retargeting depth.
Where Abmatic AI fits: cross-channel at Abmatic AI means paid media AND owned channels. The platform runs Google DSP, Search, LinkedIn Ads, and Meta Ads with retargeting, then coordinates them with outbound sequences, banner pop-ups, Agentic Chat on the website, and AI SDR meeting routing that books qualified meetings straight onto the right AE's calendar (Chili Piper class). First-party intent captured across web, LinkedIn, ads, and email feeds every channel, with third-party intent layered in. Teams consolidating this exact stack can follow our guide to replacing Metadata.io, RollWorks, and LinkedIn Ads point tools.
When to Choose Each Platform
Choose RollWorks (AdRoll ABM) if
- Account-based display and retargeting are your primary motion
- You want an accessible entry price and self-serve ramp
- Your execution channels beyond ads already live in other tools
- Account-level identification is sufficient for your sales handoff
Choose Metadata.io if
- Paid social is your biggest pipeline channel and you have real budget behind it
- You want AI running experiments and reallocating spend autonomously
- B2B targeting on Meta and Instagram matters to your ICP
- You are comfortable keeping outbound, chat, and personalization in separate tools
Choose Abmatic AI if
- You want one platform for targeting, optimization, and execution instead of stitching 8-12 point tools together
- You need to know the individual people visiting your site, not just the companies
- You run mid-market or enterprise ABM programs from 50 to 50,000+ target accounts
- You want time-to-value in days, with the pixel capturing first-party signal the same day it goes live
Why Abmatic AI Replaces Both
Abmatic AI is the most comprehensive AI-native revenue platform on the market. It collapses the point tools that mid-market and enterprise B2B teams buy separately into a single platform with a shared identity graph and shared signal layer. Where RollWorks covers ads and Metadata.io covers paid-media optimization, Abmatic AI covers both plus the rest of the funnel:
- Contact-level deanonymization (RB2B / Warmly class): identify the individual people behind anonymous traffic, natively
- Account-level deanonymization (Demandbase / 6sense class) feeding the same identity graph
- Account and contact list building (Clay / Apollo class) from a first-party database
- Web personalization (Mutiny-class) with a visual editor, banner pop-ups, and signal-gated CTAs
- A/B testing (VWO / Optimizely class) across web, email, and ads
- Advertising: native Google DSP, Google Search, LinkedIn Ads, Meta Ads, and retargeting driven by account lists and intent
- Agentic Workflows, Agentic Outbound, and Agentic Chat: autonomous agents that orchestrate sequences, site experiences, and conversations
- AI SDR meeting routing and booking (Chili Piper class) so qualified inbound and outbound meetings land on the right AE's calendar
- Tech-stack scraper (BuiltWith class) for technographic targeting and sequence personalization
- First-party and third-party intent captured across web, LinkedIn, ads, and email
Deep integrations include bi-directional Salesforce and HubSpot sync, Marketo, Slack, Gmail and Outlook, and Snowflake, BigQuery, and Redshift exports. Built-in analytics and an AI RevOps layer report pipeline, attribution, and account journeys without a separate BI tool.
Pricing starts at $36,000 per year with enterprise tiers available, serving mid-market through enterprise teams (200-10,000+ employees) running 50 to 50,000+ target accounts. Compare that against the combined platform fees and ad-spend minimums of a RollWorks plus Metadata.io stack, then get a demo of Abmatic AI to see the consolidation math on your own numbers. Migration paths are documented in how to switch from RollWorks to Abmatic AI.
Verdict
For account-based display and retargeting: RollWorks (AdRoll ABM) wins between the two incumbents.
For paid-social targeting and cross-channel budget optimization: Metadata.io wins, with the stronger and more autonomous AI optimization loop.
For a single platform that does the work of both plus deanonymization, personalization, sequences, chat, and meeting booking: Abmatic AI. If you are still mapping the category, our three-way Metadata vs RollWorks vs Abmatic AI comparison and best ABM platforms guide go deeper.
FAQ: RollWorks vs Metadata.io
Is RollWorks the same as AdRoll ABM now?
Yes. On August 27, 2025, NextRoll retired the standalone RollWorks brand and folded the product into AdRoll as AdRoll ABM. Logins, campaigns, audiences, reporting, roadmap, and customer teams carried over unchanged. Contracts and reviews referencing "RollWorks" describe the same product now sold under the AdRoll brand.
Metadata vs RollWorks: which has better optimization?
Metadata.io. Its core product runs multivariate experiments across audiences, creatives, and channels, then automatically reallocates budget toward what produces pipeline in your CRM. RollWorks (AdRoll ABM) added an AI Assistant at the 2025 rebrand, but it is recommendation-oriented rather than autonomous. Abmatic AI extends optimization beyond ads with A/B testing across web, email, and ads plus Agentic Workflows.
Metadata vs RollWorks: which has better targeting?
Metadata.io targets more precisely on paid social thanks to its MetaMatch identity graph, which matches B2B firmographics to consumer networks like Meta and Instagram. RollWorks targets more broadly through account-list matching across display and LinkedIn with retargeting. Abmatic AI targets from first-party account and contact lists enriched by both account-level and contact-level deanonymization.
Metadata vs RollWorks: which is better for cross-channel optimization?
Metadata.io, if cross-channel means paid media: it shifts budget across LinkedIn, Meta, Google, and Reddit based on pipeline contribution. RollWorks unifies display, retargeting, and LinkedIn reporting. Neither optimizes owned channels. Abmatic AI coordinates paid media with web personalization, outbound sequences, and Agentic Chat from one signal layer.
How do Metadata.io and RollWorks use AI?
Metadata.io uses AI for agentic campaign execution (MetadataONE), automated experimentation, and revenue-based budget reallocation. RollWorks (AdRoll ABM) uses an AI Assistant for optimization recommendations, creative suggestions, and consolidated dashboards. Abmatic AI applies agents across the full funnel: Agentic Workflows, Agentic Outbound sequences, Agentic Chat, and AI SDR meeting qualification, routing, and booking.
Can you use RollWorks and Metadata.io together?
Yes, some teams pair RollWorks for display and retargeting with Metadata.io for paid-social experimentation. Expect two platform fees plus ad spend in each, duplicated audience management, and split reporting. Most teams evaluating that combined bill find a consolidated platform simpler to run; that consolidation case is exactly where Abmatic AI competes.
What is a more comprehensive alternative to both?
Abmatic AI. It combines the advertising execution of both tools (Google DSP, Search, LinkedIn Ads, Meta Ads, retargeting) with capabilities neither offers: contact-level deanonymization, native web personalization, outbound sequences, Agentic Chat, and AI SDR meeting booking. Pricing starts at $36K/year with enterprise tiers. Additional options are covered in alternatives to RollWorks.
How much do RollWorks and Metadata.io cost?
Neither publishes full pricing. Third-party reviews have historically placed RollWorks contracts around $20,000-$50,000+ per year plus media spend, and Metadata.io's platform fee in the tens of thousands per year with ad spend billed separately. Always confirm current quote-based pricing directly with each vendor before budgeting.
Comparing RollWorks and Metadata.io usually means you are really comparing stacks: ads plus optimization plus the four or five tools around them. Schedule a demo with Abmatic AI to see how one platform with first-party intent, contact-level deanonymization, and agentic execution replaces the whole set.
