Top 10 Best Ad Retargeting Software of 2026

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Marketing Advertising

Top 10 Best Ad Retargeting Software of 2026

Top 10 Ad Retargeting Software picks ranked for performance. Compare Criteo, AdRoll, The Trade Desk and more to find the right fit.

20 tools compared25 min readUpdated 3 days agoAI-verified · Expert reviewed
How we ranked these tools
01Feature Verification

Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.

02Multimedia Review Aggregation

Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.

03Synthetic User Modeling

AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.

04Human Editorial Review

Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.

Read our full methodology →

Score: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Ad retargeting has shifted from simple remarketing pixels toward identity-driven audience activation, CRM-driven sequencing, and commerce signal personalization across display, video, and social placements. This roundup compares the top platforms, including Criteo, AdRoll, The Trade Desk, Google Ads, Meta Ads Manager, Amazon Ads, TikTok Ads, Adyen Payments, HubSpot, and Salesforce Marketing Cloud, to highlight which tools deliver the strongest audience reach and the most reliable retargeting workflows for conversion outcomes.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
Criteo logo

Criteo

Dynamic Product Ads powered by product catalog feed matching and automated optimization

Built for e-commerce brands needing high-intent dynamic retargeting across channels.

Editor pick
AdRoll logo

AdRoll

Dynamic retargeting driven by product feeds to personalize ad creative by viewer behavior

Built for e-commerce marketers running cross-channel retargeting with dynamic product ads.

Editor pick
The Trade Desk logo

The Trade Desk

Audience Builder for creating retargeting segments with rules and data integrations

Built for mid-market and enterprise teams running programmatic retargeting with data partners.

Comparison Table

This comparison table evaluates leading ad retargeting platforms, including Criteo, AdRoll, The Trade Desk, Google Ads, and Meta Ads Manager, across key buying and performance dimensions. It highlights how each tool supports audience targeting, retargeting reach, measurement and attribution, and campaign controls, so teams can match platform capabilities to their specific ad tech stack and goals.

1Criteo logo8.0/10

Uses behavioral signals to power personalized retargeting ads across display and commerce placements.

Features
8.7/10
Ease
7.4/10
Value
7.7/10
2AdRoll logo8.1/10

Runs website and CRM retargeting campaigns with audience targeting and cross-channel ad delivery.

Features
8.6/10
Ease
7.8/10
Value
7.8/10

Enables audience-based retargeting with programmatic ad buying and identity-driven targeting.

Features
8.8/10
Ease
7.2/10
Value
7.9/10
4Google Ads logo7.8/10

Provides remarketing audiences and conversion-based targeting to show retargeting ads on Google properties.

Features
8.3/10
Ease
7.4/10
Value
7.6/10

Supports pixel-based remarketing audiences to deliver retargeting ads on Facebook and Instagram.

Features
8.6/10
Ease
7.8/10
Value
8.1/10
6Amazon Ads logo7.8/10

Delivers display and video retargeting using Amazon audience tools and product and site engagement signals.

Features
8.0/10
Ease
7.4/10
Value
7.9/10
7TikTok Ads logo7.3/10

Uses TikTok pixel and events to build remarketing audiences and serve retargeting campaigns.

Features
7.6/10
Ease
7.1/10
Value
7.2/10

Provides commerce and payment data activation capabilities that support audience-based retargeting use cases through its marketing integrations.

Features
6.2/10
Ease
7.0/10
Value
6.8/10
9HubSpot logo8.0/10

Enables ad retargeting via CRM audiences and advertising integrations tied to website and lifecycle events.

Features
8.6/10
Ease
7.8/10
Value
7.5/10

Supports audience segmentation and advertising retargeting workflows using enterprise customer data and orchestration.

Features
8.1/10
Ease
7.0/10
Value
7.3/10
1
Criteo logo

Criteo

enterprise DSP

Uses behavioral signals to power personalized retargeting ads across display and commerce placements.

Overall Rating8.0/10
Features
8.7/10
Ease of Use
7.4/10
Value
7.7/10
Standout Feature

Dynamic Product Ads powered by product catalog feed matching and automated optimization

Criteo stands out with commerce-focused retargeting that ties ad delivery to product catalogs and shopping intent signals. The platform supports dynamic product ads, audience segmentation, and optimization across multiple channels with measurement for lift and conversion outcomes. Criteo also emphasizes creative and bidding automation for people who browse but do not purchase. Stronger results typically depend on clean product feed data and consistent conversion tracking across sites and apps.

Pros

  • Dynamic product ads driven by detailed product catalog feeds
  • Strong retargeting audience segmentation from on-site and purchase signals
  • Automated bid and creative optimization to improve conversion efficiency
  • Cross-device retargeting with conversion tracking and reporting
  • Commerce measurement features designed for lift and attribution analysis

Cons

  • Feed quality issues can severely degrade dynamic ad relevance
  • Setup and tuning often require technical implementation support
  • Audience and frequency controls can feel rigid compared to DIY stacks
  • Performance depends heavily on accurate events and deduped conversions

Best For

E-commerce brands needing high-intent dynamic retargeting across channels

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Criteocriteo.com
2
AdRoll logo

AdRoll

retargeting platform

Runs website and CRM retargeting campaigns with audience targeting and cross-channel ad delivery.

Overall Rating8.1/10
Features
8.6/10
Ease of Use
7.8/10
Value
7.8/10
Standout Feature

Dynamic retargeting driven by product feeds to personalize ad creative by viewer behavior

AdRoll stands out for combining retargeting with cross-channel advertising across display, social, and search-style placements. It supports pixel and feed-based audiences, then uses segmentation and dynamic creative to tailor ads to site visitors. Reporting ties campaign performance to audience segments and creative variations, which helps retargeting teams optimize quickly. The platform also offers integrations with common e-commerce and analytics tools to streamline data flow into targeting.

Pros

  • Dynamic retargeting uses product feeds for relevance across browsing sessions
  • Cross-channel retargeting spans display and social without rebuilding audiences
  • Audience segmentation supports exclusions to reduce wasted impressions
  • Performance reporting links results to segments and creative creatives
  • Integrations streamline pixel setup and data routing into targeting

Cons

  • Setup can require more tuning than simpler single-channel retargeting tools
  • Advanced audience logic may feel complex for teams without ad ops experience
  • Creative and offer customization takes effort to reach strong performance

Best For

E-commerce marketers running cross-channel retargeting with dynamic product ads

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit AdRolladroll.com
3
The Trade Desk logo

The Trade Desk

programmatic DSP

Enables audience-based retargeting with programmatic ad buying and identity-driven targeting.

Overall Rating8.1/10
Features
8.8/10
Ease of Use
7.2/10
Value
7.9/10
Standout Feature

Audience Builder for creating retargeting segments with rules and data integrations

The Trade Desk stands out for retargeting powered by advanced programmatic audience planning and buying across major ad formats. It supports pixel-based retargeting and ID-based audience targeting using platform integrations with data providers. Conversion-focused optimization and granular campaign controls help tailor frequency, bid strategies, and placements for specific remarketing goals. Reporting ties audience performance to delivery so retargeting can be iterated by segment and creative.

Pros

  • Strong audience targeting with pixel and partner data support
  • Flexible bid strategies and optimization for conversion and engagement goals
  • Granular control over placements, frequency, and campaign settings

Cons

  • Setup complexity can slow teams without programmatic experience
  • Learning curve exists for audience build workflows and measurement configuration
  • Cross-channel performance analysis requires disciplined tag and taxonomy management

Best For

Mid-market and enterprise teams running programmatic retargeting with data partners

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit The Trade Deskthetradedesk.com
4
Google Ads logo

Google Ads

search display remarketing

Provides remarketing audiences and conversion-based targeting to show retargeting ads on Google properties.

Overall Rating7.8/10
Features
8.3/10
Ease of Use
7.4/10
Value
7.6/10
Standout Feature

Google Ads remarketing using Analytics-based audience lists for cross-site and cross-video retargeting

Google Ads is a retargeting option built on Google’s ad ecosystem, letting campaigns reach past visitors through remarketing audiences. Its key capabilities include Google Analytics audience imports, audience lists for remarketing, and ad formats across Search, Display, and YouTube. Bidding controls, conversion tracking, and audience segmentation support optimization across the full retargeting funnel. The main limitation is that effective retargeting depends on data quality and strict audience and consent setup.

Pros

  • Remarketing audiences connect directly to Google Display and YouTube inventories
  • Conversion tracking enables retargeting optimization toward measurable actions
  • Audience segmentation supports tailored messaging by visitor behavior and recency

Cons

  • Accurate retargeting requires correct tagging, consent, and audience membership rules
  • Search retargeting is less straightforward than Display and YouTube remarketing
  • Campaign complexity rises with layered audiences and multiple conversion goals

Best For

Teams needing cross-channel remarketing across Display and YouTube with strong conversion tracking

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Google Adsads.google.com
5
Meta Ads Manager logo

Meta Ads Manager

social retargeting

Supports pixel-based remarketing audiences to deliver retargeting ads on Facebook and Instagram.

Overall Rating8.2/10
Features
8.6/10
Ease of Use
7.8/10
Value
8.1/10
Standout Feature

Dynamic Product Ads powered by the Meta Pixel and product catalog

Meta Ads Manager stands out because it ties retargeting directly to Meta platforms and event data captured via the Meta Pixel and Conversions API. It supports audience-based retargeting using Custom Audiences from website visitors, customer lists, and engagement signals across Facebook and Instagram. It also offers dynamic ads for product-level personalization and detailed campaign optimization options like conversions and attribution settings.

Pros

  • Custom Audiences retarget site visitors, app users, and engagement activity
  • Dynamic Product Ads map catalog items to individual user browsing signals
  • Conversions API expands retargeting reach beyond browser-based tracking

Cons

  • Pixel and event configuration complexity can delay retargeting accuracy
  • Attribution settings require careful setup to avoid misleading performance views
  • Audience overlap rules can make scaling feel unintuitive

Best For

Ecommerce and content marketers running Meta retargeting with first-party events

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Meta Ads Managerbusiness.facebook.com
6
Amazon Ads logo

Amazon Ads

retargeting ads

Delivers display and video retargeting using Amazon audience tools and product and site engagement signals.

Overall Rating7.8/10
Features
8.0/10
Ease of Use
7.4/10
Value
7.9/10
Standout Feature

Audiences built from Amazon shopping behavior for retargeting in Sponsored Products campaigns

Amazon Ads stands out for retargeting tied directly to Amazon shopping signals like product views and purchases across Amazon retail and ad placements. The platform supports Sponsored Products and Sponsored Brands retargeting using audience lists built from Amazon customer behavior. Campaign controls focus on selecting products, audiences, and bid strategy, with measurement connected to Amazon’s commerce and ad reporting. Retargeting works best when the advertising goals align with product catalog performance and Amazon shopper intent.

Pros

  • Retargeting uses Amazon-first signals like product detail views and shopping behavior
  • Product-level ads align retargeting messages with specific SKUs and catalog pages
  • Built-in reporting connects audience targeting to commerce outcomes on Amazon

Cons

  • Audience setup and exclusions can become complex across account and campaign structures
  • Cross-channel retargeting coverage is narrower than dedicated retargeting platforms
  • Creative controls for display-style remarketing are limited versus specialized retargeting tools

Best For

Ecommerce brands running Amazon ads needing on-platform retargeting by product intent

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Amazon Adsadvertising.amazon.com
7
TikTok Ads logo

TikTok Ads

social retargeting

Uses TikTok pixel and events to build remarketing audiences and serve retargeting campaigns.

Overall Rating7.3/10
Features
7.6/10
Ease of Use
7.1/10
Value
7.2/10
Standout Feature

TikTok Pixel event-based audience retargeting for conversion optimization

TikTok Ads stands out for retargeting on a highly visual, short-form video feed where users often engage after initial discovery. It supports retargeting through pixel-based events and app events, plus audience building from video viewers and engagement signals. Campaign creation ties audiences to placements and creative formats designed for TikTok surfaces, including feed, stories, and in-feed video placements. Reporting includes audience and conversion performance views that help optimize retargeting toward actions tracked by TikTok pixels.

Pros

  • Pixel and app event retargeting with configurable conversion optimization events
  • Video engagement audiences like viewers support funnel-based retargeting
  • Creative and placement controls align retargeting with TikTok-native formats

Cons

  • Audience setup and event mapping require careful implementation to avoid misfires
  • Retargeting precision can be limited by event quality and tracking coverage

Best For

Ecommerce and app marketers running TikTok conversion campaigns with tracked events

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit TikTok Adsads.tiktok.com
8
Adyen Payments logo

Adyen Payments

commerce data activation

Provides commerce and payment data activation capabilities that support audience-based retargeting use cases through its marketing integrations.

Overall Rating6.6/10
Features
6.2/10
Ease of Use
7.0/10
Value
6.8/10
Standout Feature

Payment Status webhooks for real-time transaction events

Adyen Payments is distinct because it is a payment processing provider with payments orchestration capabilities that can improve checkout reliability for retargeting journeys. It supports recurring payments and payment method flexibility, which helps keep returning customers moving after ad-driven visits. Ad retargeting itself is not a native function, so marketers typically use partner ad platforms and match audience signals through their own integration and data pipeline. The strongest fit comes when retargeting success depends on fast, reliable payment completion and reduced friction at the moment of conversion.

Pros

  • Strong payment orchestration to reduce checkout failures during retargeting conversion
  • Broad payment method support that supports returning customer preferences
  • Webhooks for payment event updates that can feed retargeting audiences

Cons

  • No built-in ad retargeting campaign tools or audience management
  • Integration work is required to connect payment events to ad platforms
  • Limited control over tracking, attribution, and creative delivery compared to ad tools

Best For

Ecommerce teams improving retargeting conversions through reliable payment orchestration

Official docs verifiedFeature audit 2026Independent reviewAI-verified
9
HubSpot logo

HubSpot

CRM marketing

Enables ad retargeting via CRM audiences and advertising integrations tied to website and lifecycle events.

Overall Rating8.0/10
Features
8.6/10
Ease of Use
7.8/10
Value
7.5/10
Standout Feature

Marketing Hub workflows that build and update retargeting audiences using CRM lifecycle and lead scoring

HubSpot stands out for combining ad retargeting with full-funnel CRM, marketing automation, and sales attribution inside one system. It supports retargeting through ad tools tied to its contact records, plus audience building from website activity and CRM properties. Marketers can trigger retargeting logic using workflows, lead scoring signals, and lifecycle stages to keep ads aligned with funnel intent. Reporting then ties campaign outcomes back to contacts, not just cookie-level events.

Pros

  • Unified CRM and marketing workflows let retargeting use rich contact data
  • Lifecycle stage and lead scoring support intent-based audience segmentation
  • Campaign reporting maps ad engagement to contact records across the funnel
  • Workflow automation can synchronize retargeting criteria with on-site events

Cons

  • Setup requires careful alignment of tracking, audiences, and lifecycle logic
  • Advanced retargeting orchestration can feel complex for teams without ops support
  • Attribution depends on consistent identity capture across web and CRM

Best For

Teams using HubSpot for CRM-driven marketing who need intent-based retargeting

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit HubSpothubspot.com
10
Salesforce Marketing Cloud logo

Salesforce Marketing Cloud

enterprise marketing

Supports audience segmentation and advertising retargeting workflows using enterprise customer data and orchestration.

Overall Rating7.5/10
Features
8.1/10
Ease of Use
7.0/10
Value
7.3/10
Standout Feature

Journey Builder orchestration with audience entry criteria, suppression, and multi-step retargeting flows

Salesforce Marketing Cloud stands out for retargeting workflows built around Salesforce data, journey orchestration, and multi-channel execution. It supports audience definition from first-party data, then activation through email, mobile, web, and advertising integrations tied to those audiences. Data management is centralized through a CDP-style approach with segmentation, identity resolution, and event capture that improves retargeting relevance. Advanced journey logic can coordinate timing, frequency, suppression, and attribution across channels.

Pros

  • Advanced journey orchestration supports timing, frequency control, and suppression logic
  • Strong audience segmentation from first-party event and profile data
  • Deep integration with Salesforce CRM improves retargeting context for known users

Cons

  • Retargeting setup often requires multiple components and technical implementation
  • Performance tuning for large audiences can demand specialized expertise
  • Cross-channel attribution and campaign measurement can be complex to configure

Best For

Enterprises needing Salesforce-integrated retargeting journeys across multiple channels

Official docs verifiedFeature audit 2026Independent reviewAI-verified

How to Choose the Right Ad Retargeting Software

This buyer’s guide explains how to choose Ad Retargeting Software using concrete capabilities from Criteo, AdRoll, The Trade Desk, Google Ads, Meta Ads Manager, Amazon Ads, TikTok Ads, Adyen Payments, HubSpot, and Salesforce Marketing Cloud. It focuses on dynamic product ad delivery, audience and event targeting, and orchestration across channels and customer lifecycles. It also covers common implementation failure points like feed quality, event mapping, and identity or conversion deduping.

What Is Ad Retargeting Software?

Ad Retargeting Software builds audiences from people who already engaged with a website, app, CRM, or platform signals and then serves ads designed to convert them. The core job is audience segmentation plus activation, often with dynamic creatives like product-level ads for viewers who browsed but did not purchase. Teams use these tools to recover high-intent demand across display, video, social, and marketplace placements. Criteo and AdRoll illustrate the category with dynamic product ads driven by product feeds and shopping intent signals.

Key Features to Look For

The features below decide whether retargeting becomes relevant and measurable or stays generic and wasteful.

  • Dynamic Product Ads powered by product catalog feeds

    Criteo uses product catalog feed matching to power dynamic product ads tied to browsing and purchase signals. AdRoll also drives dynamic retargeting with product feeds so creative matches what each viewer engaged with across sessions.

  • Cross-channel retargeting activation across major ad formats

    AdRoll connects retargeting activation across display and social style placements using the same audience logic. Google Ads supports remarketing across Google Display and YouTube using remarketing audiences built from Analytics imports.

  • Programmatic audience targeting with data integrations

    The Trade Desk supports audience-based retargeting using pixel and ID-based audience targeting with platform integrations with data providers. This makes it fit for teams that want granular placement control and conversion-focused optimization beyond simpler single-platform retargeting.

  • Event-driven audience building with pixel and app events

    Meta Ads Manager builds Custom Audiences using Meta Pixel and expands reach with Conversions API events. TikTok Ads builds remarketing audiences through TikTok Pixel and app events and then ties campaign optimization to configurable conversion events.

  • CRM lifecycle and lead-scoring driven retargeting

    HubSpot enables retargeting audiences that update using Marketing Hub workflows tied to CRM lifecycle stages and lead scoring. Salesforce Marketing Cloud supports audience entry criteria in Journey Builder and uses customer profile and event data to orchestrate cross-channel activation.

  • Suppression, timing, and multi-step journey orchestration

    Salesforce Marketing Cloud includes journey orchestration with suppression logic, timing controls, and multi-step retargeting flows. HubSpot also supports workflow automation to synchronize retargeting criteria with on-site events so messaging aligns with funnel intent.

How to Choose the Right Ad Retargeting Software

Selecting the right tool means matching the required audience source and activation channels to the tool’s implementation model for tags, events, and creative personalization.

  • Map the retargeting goal to the matching capability

    If the primary objective is to show the exact products someone browsed, choose Criteo or AdRoll because both emphasize dynamic product ads driven by product catalog feeds. If the goal is to retarget known users using first-party events into orchestrated journeys, choose Salesforce Marketing Cloud for Journey Builder suppression and timing controls. If the goal is conversion optimization on short-form video surfaces, choose TikTok Ads because it ties pixel and app events to conversion optimization events.

  • Select the audience source that matches how identity and intent are captured

    For web and app event audiences that must expand beyond browser tracking, Meta Ads Manager combines Meta Pixel with Conversions API. For Google ecosystem retargeting on display and video, Google Ads uses Analytics-based audience imports to populate remarketing audiences. For Amazon commerce intent, Amazon Ads builds audiences from Amazon shopping behavior used in Sponsored Products retargeting.

  • Validate creative relevance requirements and feed dependencies

    Dynamic product performance depends on catalog feed integrity in Criteo and AdRoll, because feed quality directly impacts dynamic ad relevance. Meta Ads Manager also depends on product catalog mapping for its Dynamic Product Ads tied to Meta Pixel signals. If product feed management is inconsistent, programmatic audience controls in The Trade Desk and audience segmentation in Google Ads may be easier to stabilize than highly feed-dependent dynamic creative.

  • Confirm how measurement and deduped conversion logic will work

    Criteo emphasizes conversion tracking and reporting and notes that performance depends on accurate events and deduped conversions. Google Ads depends on correct tagging, consent, and audience membership rules to make remarketing accurate. Meta Ads Manager requires careful attribution settings so event configuration does not produce misleading performance views.

  • Choose orchestration depth based on how complex the funnel needs to be

    Salesforce Marketing Cloud fits enterprises that need multi-step retargeting flows across email, mobile, web, and advertising integrations using centralized data and identity resolution. HubSpot fits teams that already run lifecycle automation and want retargeting logic synchronized with lead scoring and funnel stages using Marketing Hub workflows. If retargeting needs to be executed quickly inside a single platform ecosystem, Google Ads and Meta Ads Manager reduce orchestration complexity by activating directly into their own display and social inventories.

Who Needs Ad Retargeting Software?

Ad retargeting tools fit different teams based on whether the highest-value audiences come from catalogs, pixels, CRM contacts, or platform commerce behavior.

  • E-commerce teams needing high-intent dynamic retargeting across channels

    Criteo and AdRoll are built for commerce-focused retargeting that ties ad delivery to product catalogs and shopping intent. These tools support dynamic product ads plus audience segmentation from on-site and purchase signals.

  • Mid-market and enterprise teams running programmatic retargeting with data partners

    The Trade Desk supports pixel and ID-based audience targeting with partner data integrations. It also provides flexible bid strategies and granular placement control for remarketing goals.

  • Teams that want cross-site and cross-video remarketing inside the Google ecosystem

    Google Ads supports remarketing audiences through Google Analytics audience imports and activates across Google Display and YouTube. It includes conversion tracking and audience segmentation to optimize toward measurable actions.

  • Marketers using CRM for intent-based retargeting and lifecycle coordination

    HubSpot enables retargeting audiences that update via Marketing Hub workflows using lifecycle stages and lead scoring. Salesforce Marketing Cloud provides Journey Builder orchestration with suppression, timing, and multi-channel execution using Salesforce customer data.

Common Mistakes to Avoid

These pitfalls show up repeatedly in retargeting implementations because they break relevance, scaling, or measurement integrity.

  • Launching dynamic product ads without reliable feed and event setup

    Criteo and AdRoll both rely on product catalog feeds to match viewers to the right dynamic creative. Meta Ads Manager also requires product catalog mapping plus Meta Pixel or Conversions API event configuration for Dynamic Product Ads to stay accurate.

  • Treating pixel events as plug-and-play when consent, membership, and mapping still matter

    Google Ads depends on correct tagging, consent, and audience membership rules for accurate remarketing eligibility. TikTok Ads requires careful audience setup and event mapping so conversion optimization events do not misfire.

  • Ignoring conversion deduping and attribution settings

    Criteo performance depends on accurate events and deduped conversions so reporting does not inflate actions. Meta Ads Manager requires careful attribution settings to avoid misleading performance views when comparing audience and creative performance.

  • Overbuilding audience logic without the operational discipline needed for accurate suppression and frequency

    Salesforce Marketing Cloud can coordinate suppression, timing, and frequency with Journey Builder, but it still needs multiple components configured correctly. The Trade Desk can deliver granular frequency and placement controls, but it requires disciplined tag and taxonomy management for consistent reporting and iteration.

How We Selected and Ranked These Tools

We evaluated every tool on three sub-dimensions with features weighted at 0.4, ease of use weighted at 0.3, and value weighted at 0.3. The overall rating equals 0.40 × features plus 0.30 × ease of use plus 0.30 × value. Criteo separated itself by combining commerce-focused dynamic product ads powered by product catalog feed matching with automated bid and creative optimization tied to conversion tracking and reporting. This combination strengthened the features dimension while still supporting practical multi-channel retargeting execution for e-commerce teams.

Frequently Asked Questions About Ad Retargeting Software

Which ad retargeting platform best handles dynamic product ads for shopping intent?

Criteo is built for commerce retargeting that matches ads to product catalog signals and supports dynamic product ads. AdRoll also supports feed-driven personalization across display and social style placements, which helps tailor creative to browsing behavior.

How do Criteo and AdRoll differ when building audiences from site behavior?

Criteo emphasizes audience and creative alignment through product catalog feed matching paired with browsing and conversion signals. AdRoll supports pixel and feed-based audiences and then uses segmentation to drive dynamic creative variations for each audience segment.

What platform is strongest for programmatic retargeting with granular control over frequency and bids?

The Trade Desk supports audience planning and buying with pixel-based retargeting plus ID-based targeting through data partner integrations. It also provides conversion-focused optimization and granular campaign controls that let teams tune frequency, bid strategies, and placements by remarketing goal.

Which option is best when retargeting must span Search, Display, and YouTube under one ad ecosystem?

Google Ads supports remarketing audiences and conversion tracking across Search, Display, and YouTube formats. It also relies on clean audience list setup and proper consent and audience configuration to avoid wasted delivery.

What tool ties retargeting audiences directly to first-party events on Meta properties?

Meta Ads Manager connects retargeting to Meta Pixel and Conversions API events through Custom Audiences built from website visitors, engagement, and customer lists. It also supports dynamic ads using product catalog data for product-level personalization.

Which retargeting software works best for on-platform ecommerce audiences tied to purchases and product views?

Amazon Ads is purpose-built for retargeting using Amazon shopping behavior such as product views and purchases. It supports Sponsored Products and Sponsored Brands retargeting with audience lists built from Amazon customer intent signals and measurement tied to Amazon reporting.

How does TikTok Ads retarget users when the action needs to be measured via app or pixel events?

TikTok Ads builds retargeting audiences from pixel-based events and app events and then optimizes conversion outcomes toward tracked actions. It also supports audience building from video viewers and engagement signals, which helps align creative formats with TikTok surfaces.

What should ecommerce teams consider when retargeting results depend on reliable checkout completion?

Adyen Payments does not act as a native retargeting tool, but it can improve retargeting conversion performance when checkout reliability and payment friction affect outcomes. It supports payment orchestration capabilities and real-time transaction events via payment status webhooks so teams can connect conversion states through their own ad integrations.

Which platform is best for CRM-driven retargeting that suppresses ads based on lead lifecycle stages?

HubSpot supports retargeting through ad tools tied to contact records and audience building from website activity and CRM properties. Marketing Hub workflows can update retargeting audiences using lifecycle stage and lead scoring signals, which supports stronger suppression logic than cookie-only targeting.

How do HubSpot and Salesforce Marketing Cloud compare for multi-channel retargeting orchestration?

HubSpot focuses on CRM-linked retargeting with workflows that build audiences using lifecycle and lead scoring signals, then report outcomes back to contacts. Salesforce Marketing Cloud is designed for enterprise journey orchestration using Salesforce data, with centralized segmentation, identity resolution, suppression, and coordinated multi-step retargeting across email, mobile, web, and advertising integrations.

Conclusion

After evaluating 10 marketing advertising, Criteo stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Criteo logo
Our Top Pick
Criteo

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

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