
GITNUXSOFTWARE ADVICE
Marketing AdvertisingTop 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.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
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.
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.
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.
Related reading
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.
| # | Tool | Category | Overall | Features | Ease of Use | Value |
|---|---|---|---|---|---|---|
| 1 | Criteo Uses behavioral signals to power personalized retargeting ads across display and commerce placements. | enterprise DSP | 8.0/10 | 8.7/10 | 7.4/10 | 7.7/10 |
| 2 | AdRoll Runs website and CRM retargeting campaigns with audience targeting and cross-channel ad delivery. | retargeting platform | 8.1/10 | 8.6/10 | 7.8/10 | 7.8/10 |
| 3 | The Trade Desk Enables audience-based retargeting with programmatic ad buying and identity-driven targeting. | programmatic DSP | 8.1/10 | 8.8/10 | 7.2/10 | 7.9/10 |
| 4 | Google Ads Provides remarketing audiences and conversion-based targeting to show retargeting ads on Google properties. | search display remarketing | 7.8/10 | 8.3/10 | 7.4/10 | 7.6/10 |
| 5 | Meta Ads Manager Supports pixel-based remarketing audiences to deliver retargeting ads on Facebook and Instagram. | social retargeting | 8.2/10 | 8.6/10 | 7.8/10 | 8.1/10 |
| 6 | Amazon Ads Delivers display and video retargeting using Amazon audience tools and product and site engagement signals. | retargeting ads | 7.8/10 | 8.0/10 | 7.4/10 | 7.9/10 |
| 7 | TikTok Ads Uses TikTok pixel and events to build remarketing audiences and serve retargeting campaigns. | social retargeting | 7.3/10 | 7.6/10 | 7.1/10 | 7.2/10 |
| 8 | Adyen Payments Provides commerce and payment data activation capabilities that support audience-based retargeting use cases through its marketing integrations. | commerce data activation | 6.6/10 | 6.2/10 | 7.0/10 | 6.8/10 |
| 9 | HubSpot Enables ad retargeting via CRM audiences and advertising integrations tied to website and lifecycle events. | CRM marketing | 8.0/10 | 8.6/10 | 7.8/10 | 7.5/10 |
| 10 | Salesforce Marketing Cloud Supports audience segmentation and advertising retargeting workflows using enterprise customer data and orchestration. | enterprise marketing | 7.5/10 | 8.1/10 | 7.0/10 | 7.3/10 |
Uses behavioral signals to power personalized retargeting ads across display and commerce placements.
Runs website and CRM retargeting campaigns with audience targeting and cross-channel ad delivery.
Enables audience-based retargeting with programmatic ad buying and identity-driven targeting.
Provides remarketing audiences and conversion-based targeting to show retargeting ads on Google properties.
Supports pixel-based remarketing audiences to deliver retargeting ads on Facebook and Instagram.
Delivers display and video retargeting using Amazon audience tools and product and site engagement signals.
Uses TikTok pixel and events to build remarketing audiences and serve retargeting campaigns.
Provides commerce and payment data activation capabilities that support audience-based retargeting use cases through its marketing integrations.
Enables ad retargeting via CRM audiences and advertising integrations tied to website and lifecycle events.
Supports audience segmentation and advertising retargeting workflows using enterprise customer data and orchestration.
Criteo
enterprise DSPUses behavioral signals to power personalized retargeting ads across display and commerce placements.
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
More related reading
AdRoll
retargeting platformRuns website and CRM retargeting campaigns with audience targeting and cross-channel ad delivery.
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
The Trade Desk
programmatic DSPEnables audience-based retargeting with programmatic ad buying and identity-driven targeting.
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
More related reading
Google Ads
search display remarketingProvides remarketing audiences and conversion-based targeting to show retargeting ads on Google properties.
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
Meta Ads Manager
social retargetingSupports pixel-based remarketing audiences to deliver retargeting ads on Facebook and Instagram.
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
Amazon Ads
retargeting adsDelivers display and video retargeting using Amazon audience tools and product and site engagement signals.
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
More related reading
TikTok Ads
social retargetingUses TikTok pixel and events to build remarketing audiences and serve retargeting campaigns.
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
Adyen Payments
commerce data activationProvides commerce and payment data activation capabilities that support audience-based retargeting use cases through its marketing integrations.
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
More related reading
HubSpot
CRM marketingEnables ad retargeting via CRM audiences and advertising integrations tied to website and lifecycle events.
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
Salesforce Marketing Cloud
enterprise marketingSupports audience segmentation and advertising retargeting workflows using enterprise customer data and orchestration.
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
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.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
Tools reviewed
Referenced in the comparison table and product reviews above.
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