Demand side platform companies control how billions in digital ad spend flows across the internet each day. These programmatic advertising platforms determine which ads you see while browsing, streaming, or scrolling through apps.
The DSP market reached $31.4 billion in 2024 and keeps growing as brands shift budgets from traditional media. Choosing the right platform affects everything from your cost per acquisition to whether your ads actually reach real humans instead of bots.
This guide examines 20 leading demand side platform companies including Google Display & Video 360, The Trade Desk, and Amazon DSP. You’ll learn what separates enterprise solutions from mid-market options, which platforms excel at connected TV versus mobile advertising, and how pricing models differ across providers.
We break down core technology, inventory access, targeting capabilities, and ideal use cases for each DSP. Whether you’re managing a Fortune 500 budget or launching your first programmatic campaign, you’ll find the platform comparison you need.
Demand Side Platform Companies
| DSP Platform | Primary Capability | Target Market Segment | Integration Ecosystem |
|---|---|---|---|
| Google Display & Video 360 | Unified programmatic advertising platform with cross-channel campaign management | Enterprise advertisers requiring Google Marketing Platform integration | Google Ads, YouTube, Search Ads 360, Campaign Manager 360 |
| The Trade Desk | Independent omnichannel DSP with advanced data marketplace access | Agencies and advertisers prioritizing platform independence | Unified ID 2.0, CTV platforms, retail media networks |
| Amazon DSP | E-commerce-focused programmatic buying with Amazon audience data | Brands leveraging Amazon shopping signals and streaming inventory | Amazon Advertising Console, Prime Video, Twitch, Freevee |
| MediaMath | Omnichannel DSP emphasizing transparency and brand safety controls | Mid-market to enterprise advertisers requiring customizable workflows | Third-party DMPs, verification partners, measurement tools |
| Adobe Advertising Cloud | Cross-channel advertising platform integrated with Adobe Experience Cloud | Enterprise brands using Adobe marketing technology stack | Adobe Analytics, Adobe Audience Manager, Adobe Experience Manager |
| Xandr (Microsoft) | Programmatic marketplace with premium publisher inventory access | Advertisers seeking Microsoft Advertising and premium supply integration | Microsoft Advertising, LinkedIn, Netflix ad inventory partnership |
| Verizon Media DSP | DSP with native access to Yahoo and AOL media properties | Brands targeting premium content environments and Connected TV | Yahoo properties, AOL inventory, Verizon carrier data |
| Adform | Full-stack advertising platform combining DSP with ad serving | European market advertisers requiring GDPR-compliant solutions | Privacy-first measurement, DMP capabilities, creative management |
| Basis Technologies (Centro) | Automated media buying platform with workflow automation features | Digital agencies managing multiple client campaigns | Programmatic and direct buying channels, reporting automation |
| StackAdapt | Multi-channel DSP specializing in native advertising execution | Performance marketers focusing on native, display, and video formats | Native ad exchanges, contextual targeting, CTV inventory |
| Adelphic | Self-service programmatic platform for mobile and Connected TV | Small to mid-sized advertisers requiring simplified campaign setup | Mobile app inventory, OTT platforms, location-based targeting |
| Jampp | Performance marketing DSP optimized for mobile app growth | Mobile app developers pursuing user acquisition and re-engagement | Mobile measurement partners (MMPs), in-app bidding, SKAdNetwork |
| Criteo | Commerce media platform with retargeting and audience targeting | E-commerce advertisers optimizing for conversion and sales outcomes | Retail media networks, commerce data, dynamic creative optimization |
| Moloco | Machine learning-powered DSP for mobile app user acquisition | Mobile-first companies requiring predictive bidding algorithms | In-app advertising exchanges, mobile gaming inventory, ML optimization |
| SmartyAds | White-label programmatic advertising platform with customization options | Ad tech companies building proprietary programmatic solutions | RTB protocols, multiple ad exchanges, custom algorithm integration |
| Amobee | Advertising platform combining DSP with brand intelligence analytics | Brands requiring integrated media buying and social listening capabilities | Social data analysis, TV attribution, cross-device measurement |
| Yahoo DSP | Programmatic buying platform accessing Yahoo’s owned and operated inventory | Advertisers targeting Yahoo Mail, Yahoo Finance, and Yahoo Sports audiences | Yahoo properties, ConnectID, native advertising placements |
| Roku OneView | Television streaming platform DSP for Connected TV advertising | TV advertisers transitioning to streaming and performance-based CTV | Roku platform inventory, The Roku Channel, ACR targeting data |
| Knorex XPO | Cross-channel advertising execution platform for multi-format campaigns | SMBs and mid-market advertisers seeking simplified omnichannel buying | Display, video, social, native, and search channel integration |
| BidTheatre | Programmatic advertising platform for emerging markets | Advertisers targeting Middle East, Africa, and Asia-Pacific regions | Regional ad exchanges, mobile-first inventory, local payment methods |
Google Display & Video 360
Google Display & Video 360 operates as part of the Google Marketing Platform ecosystem. The platform handles programmatic media buying across display, video, mobile, and connected TV environments.
Core Technology
DV360 runs on real-time bidding infrastructure integrated directly with Google Ad Exchange. The system processes auction-level optimizations using machine learning models that analyze on-site behavior after ad exposure.
Automated bidding algorithms adjust bids based on conversion likelihood across devices. The platform inherited its foundation from DoubleClick Bid Manager when Google consolidated its ad tech stack in 2018.
Inventory Access
Direct integration with YouTube, Google Display Network, and Google Ad Manager provides preferential inventory access. AdX delivers premium exchange inventory alongside dozens of third-party SSP connections.
Google Preferred, YouTube Reserve, and TrueView inventory come pre-integrated. The platform reaches streaming TV households through YouTube TV and partner networks.
Third-party exchange bidding extends reach beyond Google properties. Display, video, CTV, and audio formats run through unified campaign workflows.
Targeting Capabilities
First-party data from Google Search, YouTube, and Android powers audience segmentation. Custom affinity audiences pull from Google’s browsing and search history data.
In-market segments identify users based on recent purchase intent signals. Dynamic remarketing tracks product-level interactions across Google properties.
Geographic, demographic, and contextual targeting layers on top of behavioral segments. Third-party data integrations supplement Google’s proprietary audience intelligence, though the platform prioritizes its own signals.
Campaign Management
Self-serve interface requires training but offers granular control over campaign parameters. Campaign setup consolidated display line items in 2024, reducing setup time by 75% in early testing.
Frequency management operates at household level across campaigns and devices. Budget controls include pacing algorithms and dayparting specifications.
Creative management integrates with Google’s creative tools. Multi-channel coordination happens through unified campaign structures rather than separate line items per channel.
Analytics & Reporting
Real-time reporting surfaces through Campaign Manager 360 integration. Performance metrics include viewability, brand lift, and conversion attribution.
Cross-channel path analysis shows touchpoint sequences leading to conversions. Integration with Google Analytics 360 provides site behavior correlation.
Transparency features display domain-level delivery and auction dynamics. Custom reporting templates export through API connections or manual downloads.
Pricing Model
Platform fees vary by inventory type, with separate rates for exchange and non-exchange inventory. Upper rates apply to open auctions and private marketplace deals. Lower rates cover YouTube and programmatic guaranteed placements.
Industry sources indicate minimum monthly spend requirements around $50,000, though Google doesn’t publicly disclose this threshold.
The API itself is free to use. Total media costs include impression buying, data fees, and partner costs beyond the platform fee.
Ideal Use Cases
Enterprise advertisers managing large-scale, multi-channel campaigns across Google’s ecosystem
Performance marketers requiring deep integration with Google Analytics and conversion tracking
Video-first campaigns leveraging YouTube’s scale and Google’s video inventory partnerships
Agencies servicing clients already invested in Google Marketing Platform tools
The Trade Desk
The Trade Desk positions itself as the largest independent DSP, serving agencies and enterprises with omnichannel programmatic advertising capabilities.
Core Technology
Proprietary bidding algorithms process over 13 million bid requests per second. Koa AI, the platform’s machine learning system, predicts impression value based on conversion likelihood.
Real-time optimization adjusts bids at auction level using hundreds of signals. The platform’s queries-per-second infrastructure scales to handle massive concurrent campaign loads.
Custom algorithm development allows advertisers to build weighted optimization models. Integration APIs enable programmatic workflow automation outside the UI.
Inventory Access
Direct SSP integrations span Magnite, PubMatic, Index Exchange, and 30+ other major supply sources. The platform maintains neutral positioning by avoiding owned media properties.
Connected TV inventory includes 150+ million households globally through partnerships with Roku, Amazon Fire TV, Samsung, and streaming services. Display, video, audio, native, and DOOH inventory sources aggregate through unified marketplace access.
Premium publisher direct deals supplement open exchange inventory. Private marketplace and programmatic guaranteed deal types support custom inventory arrangements.
Targeting Capabilities
Unified ID 2.0 (UID2) implementation provides identity resolution across devices without third-party cookies. First-party data onboarding connects through LiveRamp, Lotame, and other data partners.
Retail data marketplace partnerships include Walmart Connect, Albertsons, and other major retailers. Third-party data segments source from hundreds of providers in the platform’s data marketplace.
Contextual targeting uses page-level analysis for cookieless environments. Household-level targeting and cross-device graphs track users across screens.
Custom audience building combines multiple data sources. Geographic precision extends to ZIP code and designated market area (DMA) levels.
Campaign Management
Self-serve UI emphasizes workflow efficiency for hands-on media buyers. Campaign creation follows linear setup flows with optional advanced configurations.
Budget allocation algorithms distribute spend across tactics and inventory sources. Frequency capping operates across campaigns and devices with household-level controls.
Creative management supports dynamic creative optimization and A/B testing. Multi-channel campaigns coordinate through unified campaign structures rather than channel silos.
Analytics & Reporting
Real-time dashboards update performance metrics as campaigns run. Attribution models include multi-touch, data-driven, and custom weighting options.
Conversion tracking captures on-site actions and offline events through pixel integration. Third-party verification partners provide viewability, fraud detection, and brand safety measurement.
Reporting transparency shows domain delivery, deal performance, and inventory source breakdowns. Export functionality supports custom report scheduling and API data pulls.
Pricing Model
Platform fees reportedly range from 15-20% of media spend, though exact rates vary by contract. Recent additions include Prism (formerly Audience Excluder) at approximately 10% additional fee.
Industry discussions indicate total platform fees can reach 40%+ when including all automatic features. The hybrid pricing model combines percentage-of-media-spend with CPM-based data costs.
No publicly stated minimum spend requirement, but enterprise-level contracts dominate the client base. Self-serve access requires approved account setup through sales process.
Ideal Use Cases
Agencies managing multiple advertiser accounts with need for transparent reporting
CTV-focused campaigns requiring premium streaming inventory access
Performance advertisers using retail data for closed-loop attribution
Mid-market to enterprise brands seeking platform independence from walled gardens
Amazon DSP
Amazon Advertising’s demand-side platform leverages Amazon’s retail data and owned properties for programmatic buying both on and off Amazon.
Core Technology
Performance+ campaign type uses AI models that assign predictive scores to customers based on conversion likelihood. Machine learning analyzes real-time customer behavior to adjust bidding strategies.
Goal-based bidding optimizes toward specific KPI targets like CPA or ROAS. Algorithm training incorporates Amazon’s first-party shopping signals and behavioral data.
Automated campaign setup streamlines creation to as few as four clicks. AI-driven optimization continually adjusts targeting and bidding parameters against campaign goals.
Inventory Access
Amazon Owned and Operated inventory includes Prime Video, IMDb, Twitch, Kindle, Fire TV, and Echo Show. Amazon Publisher Direct provides curated deals with premium third-party publishers.
Third-party inventory aggregates through direct SSP integrations and programmatic exchanges. Recent partnerships added Spotify, Netflix, Disney, and Roku to available inventory sources.
Display, video, audio, and streaming TV formats span both Amazon properties and external publishers. Inventory Hub centralizes deal discovery and management across all supply sources.
Targeting Capabilities
Amazon’s shopping data powers audience segments based on purchase behavior and browsing patterns. In-market audiences identify users actively researching product categories.
Retargeting options include product views, cart abandonment, and post-purchase engagement. Lookalike modeling finds new customers similar to existing converters.
Demographic and lifestyle segments pull from Amazon’s customer profiles. Contextual targeting places ads based on content relevance and product affinity.
ASIN-level targeting reaches users interested in specific products. Competitor targeting shows ads to shoppers viewing rival brands.
Campaign Management
Self-service option provides full campaign control for experienced programmatic traders. Managed-service option includes Amazon consultation for $50,000 minimum monthly spend (varies by region).
Performance+ tactics include prospecting, remarketing, and retention campaign types. Simplified workflows reduce campaign creation steps while maintaining optimization control.
Frequency groups manage ad exposure caps across multiple campaigns and channels. Creative management supports standard IAB sizes and Amazon-specific format requirements.
Analytics & Reporting
Performance+ provides transparent reporting on domain delivery, impression counts, and engagement metrics. Attribution analysis shows multi-touchpoint conversion paths.
Amazon Marketing Cloud offers advanced measurement through clean room data management. Real-time visualizations track performance across key themes like household reach and path to conversion.
Integration with Amazon Attribution measures off-Amazon ad impact on Amazon sales. Conversion tracking captures both on-site Amazon conversions and advertiser website actions.
Pricing Model
Self-service model charges no management fees, with advertisers paying only media costs. Managed-service requires approximately $50,000 monthly minimum spend for consultative support.
CPM pricing model charges per thousand impressions rather than per click. Dynamic CPM adjusts rates based on auction dynamics and bid competition.
Platform fees vary by inventory source and deal type. No public disclosure of exact fee structures, but costs embed in total media spend.
Ideal Use Cases
Amazon sellers driving traffic to product listings with retail data targeting
eCommerce brands measuring ad impact on Amazon purchase behavior
Performance marketers requiring shopping intent signals and conversion data
CTV advertisers accessing Prime Video and Fire TV streaming inventory
MediaMath
MediaMath filed for Chapter 11 bankruptcy in June 2023 after failing to secure acquisition deals. Infillion purchased the company for $22 million in August 2023 and began platform relaunch in 2024.
Current Status
The original MediaMath platform ceased operations on June 30, 2023. Access was suspended for all advertisers and partners.
Infillion acquired MediaMath assets and technology, with support from AperiumVentures (founded by original MediaMath CEO Joe Zawadzki). Platform relaunch started in early 2024 with limited client base.
SSP partnerships resumed with former creditors including Magnite, PubMatic, and Index Exchange returning as supply partners. Monthly spending run rate reached $500,000 by Q1 2024, primarily from new customers.
Historical Context
Founded in 2007 as one of the first DSPs in digital advertising. Once valued at over $1 billion with 300+ employees and 3,500 brand and agency customers.
The company raised more than $600 million in funding but missed strategic acquisition opportunities. Recapitalization by Searchlight Capital in 2022 wiped out early investor equity.
Failed acquisition talks with Viant Technology and Verve Group preceded bankruptcy filing. The collapse left over $125 million in unpaid debts to supply-side platforms and data providers.
Technology Foundation
TerminalOne platform provided programmatic buying across display, video, mobile, and CTV. Real-time bidding infrastructure connected to major ad exchanges and SSPs.
Optimization algorithms adjusted bids based on campaign performance metrics. Integration with major data providers enabled audience targeting and segmentation.
Lessons from Bankruptcy
Competition from The Trade Desk, which built agency-centric strategy while MediaMath pursued direct-to-advertiser approach. Insufficient investment in CTV capabilities as market shifted toward streaming inventory.
High debt load from $150 million Goldman Sachs credit facility limited operational flexibility. Sequential liability in ad tech supply chain left publishers and SSPs absorbing losses.
Consolidation pressure in programmatic marketplace pushed smaller independent DSPs toward either scale or specialization.
Ideal Use Cases (Historical)
Mid-market advertisers requiring managed programmatic services
Agencies managing multi-channel display and video campaigns
Performance marketers running optimization-focused campaigns
Adobe Advertising Cloud
Adobe’s DSP unifies ad tech with marketing tech through native integrations with Adobe Experience Platform, Analytics, and Real-Time CDP.
Core Technology
Campaign Home provides centralized optimization with forecasting and spend recommendations. Machine learning predicts future performance rather than just analyzing historical data.
Bidding optimization leverages user models and advanced signals across auctions. Custom optimization goals weight multiple KPIs based on advertiser priorities.
Adobe Sensei AI powers creative personalization and automated decisioning. Integration with Adobe Analytics enables auction-level optimization based on on-site conversion behavior.
Inventory Access
On Demand Gallery provides always-on marketplace for premium broadcast and streaming content. Direct deals with publishers supplement open exchange inventory.
Connected TV inventory includes major streaming services and CTV platforms. Display, video, audio, and native formats span both premium and programmatic supply sources.
Third-party exchange connections reach broad publisher networks. Private marketplace deals enable custom inventory arrangements with preferred publishers.
Targeting Capabilities
Adobe Experience Platform integration activates first-party audiences from Real-Time CDP. Authenticated and unauthenticated audience targeting works across privacy-focused environments.
Cross-device targeting extends campaigns to all user devices through identity resolution. Behavioral, demographic, and contextual targeting layers combine for precision audience reach.
Third-party data partnerships include major providers like LiveRamp, Eyeota, and Neustar. Predictive segments use machine learning to identify high-value prospects.
Campaign Management
Unified campaign workflows manage multi-channel campaigns from single interface. Bulksheet functionality enables mass campaign editing and optimization.
Frequency cap controls manage exposure across campaigns and devices. Budget pacing algorithms distribute spend evenly or prioritize high-performing tactics.
Creative management integrates with Adobe Creative Cloud tools. Dynamic creative optimization personalizes ad content based on audience attributes.
Analytics & Reporting
Performance insights dashboard visualizes key themes including path to conversion and household metrics. Real-time reporting updates as campaigns deliver.
Integration with Adobe Analytics shows full customer journey from ad exposure to conversion. Campaign Manager 360 compatibility provides cross-platform measurement.
Brand safety and viewability measurement partners include Integral Ad Science and DoubleVerify. Custom reporting exports through API or scheduled report delivery.
Pricing Model
Custom enterprise pricing based on account size and feature requirements. No publicly disclosed rate card or minimum spend thresholds.
Platform fees embed in total media costs rather than separate line items. Volume discounts available for large-scale advertisers.
Managed service options include Adobe consultation for campaign strategy and optimization.
Ideal Use Cases
Adobe Experience Cloud customers requiring unified data and campaign management
Enterprise advertisers needing CTV performance optimization and measurement
Marketing teams prioritizing first-party data activation from Adobe Real-Time CDP
Cross-channel campaigns benefiting from Adobe’s marketing tech integrations
Xandr (Microsoft)
Microsoft’s advertising technology platform combines DSP functionality with sell-side tools. Formerly AppNexus before Microsoft acquisition.
Core Technology
Programmable bidding infrastructure allows custom algorithm development. Real-time decisioning processes bid requests with sub-100ms latency.
Machine learning models optimize toward campaign KPIs using historical performance data. Curate functionality enables custom marketplace creation for inventory curation.
Integration with Microsoft Advertising provides access to Bing search data. Azure cloud infrastructure powers platform scalability and reliability.
Inventory Access
Microsoft-owned properties include MSN, Outlook.com, and Xbox advertising inventory. Netflix partnership provides programmatic access to Netflix ad-supported tier inventory.
Third-party exchange connections span major SSPs and publisher networks. Premium video inventory includes streaming TV and digital video publishers.
Display, video, CTV, mobile, and native formats available through unified buying interface. Private marketplace and programmatic guaranteed deals enable custom inventory arrangements.
Targeting Capabilities
Microsoft Advertising data includes Bing search intent signals and LinkedIn professional data. Behavioral targeting uses browsing patterns and content engagement signals.
Demographic and geographic targeting layers combine with contextual page analysis. Third-party data partnerships supplement Microsoft’s first-party audience intelligence.
Cross-device targeting tracks users across Microsoft ecosystem devices. Custom audience onboarding connects first-party CRM data to platform identifiers.
Campaign Management
Self-serve platform requires technical expertise for advanced features. Campaign setup follows modular structure with line items, creatives, and targeting parameters.
Budget controls include daily, total, and pacing specifications. Frequency management caps impressions at user, device, or household level.
Creative management supports standard display and video formats. Reporting API enables custom dashboard creation and automated optimization scripts.
Analytics & Reporting
Real-time dashboards track delivery metrics and performance indicators. Conversion tracking captures on-site actions through pixel implementation.
Attribution reporting shows multi-touch conversion paths. Integration with Microsoft Clarity provides session replay and behavioral analysis.
Third-party verification partners measure viewability, fraud, and brand safety. Custom report builder exports data in multiple formats.
Pricing Model
Platform fees based on percentage of media spend with volume discounts. Exact rates vary by contract terms and advertiser size.
Managed service option includes Microsoft consultation and campaign management. Enterprise contracts enable custom pricing negotiations.
Ideal Use Cases
Microsoft ecosystem advertisers leveraging Bing and LinkedIn data
Agencies requiring programmable platform for custom optimization
CTV advertisers accessing Netflix and premium streaming inventory
Enterprise brands needing scalable programmatic infrastructure
Verizon Media DSP
Verizon’s advertising platform leverages Yahoo, AOL, and TechCrunch properties alongside third-party inventory access.
Core Technology
Real-time bidding system processes auctions across display, video, native, and CTV formats. Machine learning optimization adjusts bids based on performance patterns.
Predictive algorithms identify high-value impressions before auction completion. Integration with Verizon’s telecommunications data provides unique audience signals.
Inventory Access
Yahoo properties include Yahoo Finance, Yahoo Sports, Yahoo Mail, and homepage placements. AOL network spans news, entertainment, and lifestyle publisher sites.
TechCrunch and Engadget provide tech-focused audience reach. Third-party exchange connections extend beyond owned properties.
Connected TV inventory includes smart TV manufacturers and streaming platforms. Native, display, video, and audio formats available across supply sources.
Targeting Capabilities
Verizon telecommunications data powers location-based and device-type targeting. Yahoo user data includes search history, content consumption, and email patterns.
Demographic, behavioral, and contextual targeting layers combine for audience precision. Third-party data partnerships supplement proprietary audience intelligence.
Campaign Management
Self-serve interface provides campaign setup and optimization tools. Budget management includes pacing controls and dayparting specifications.
Frequency capping limits ad exposure across Verizon properties and external inventory. Creative management supports standard and custom ad formats.
Analytics & Reporting
Performance dashboards update in real-time with delivery and conversion metrics. Path analysis shows touchpoint sequences leading to conversions.
Integration with Yahoo Analytics provides site behavior correlation. Custom reporting exports through manual downloads or scheduled delivery.
Pricing Model
Platform fees typically percentage-based with minimum spend requirements. Managed service option available with Verizon consultation.
Exact pricing varies by contract terms and advertiser size.
Ideal Use Cases
News and finance advertisers reaching Yahoo’s audience demographics
Mobile-first campaigns leveraging Verizon’s telecommunications data
Content marketers using native ad placements across AOL network
Adform
European-headquartered DSP providing programmatic buying with strong privacy compliance and regional inventory access.
Core Technology
Full-stack ad tech platform combines DSP with ad serving and analytics. Real-time bidding infrastructure optimizes across European and global inventory.
Machine learning algorithms predict conversion likelihood and adjust bidding. Creative management system enables dynamic ad assembly and personalization.
Inventory Access
Strong presence in European markets with local publisher relationships. Global exchange connections extend reach to North American and APAC inventory.
Display, video, mobile, and native formats span premium and programmatic sources. Private marketplace deals enable custom publisher partnerships.
Targeting Capabilities
GDPR-compliant targeting respects European privacy regulations. Contextual targeting reduces reliance on third-party cookies.
Behavioral, demographic, and geographic targeting layers available. First-party data activation through secure data onboarding.
Campaign Management
Self-serve platform with intuitive UI for European market focus. Campaign workflows accommodate GDPR consent requirements.
Budget controls and frequency capping manage spend and exposure. Creative studio enables in-platform ad creation and optimization.
Analytics & Reporting
Real-time reporting shows campaign performance across metrics. Attribution modeling connects ad exposure to conversion actions.
Privacy-compliant measurement respects user consent preferences. Custom dashboards visualize KPIs and performance trends.
Pricing Model
Percentage-based platform fees with contract variations. Transparent pricing structure compared to some US-based competitors.
Managed service options available for hands-on campaign support.
Ideal Use Cases
European advertisers requiring GDPR-compliant programmatic buying
Agencies managing campaigns across European markets
Privacy-conscious brands prioritizing data protection
Basis Technologies (Centro)
Agency-focused platform combining DSP functionality with workflow and project management tools.
Core Technology
Basis platform unifies programmatic buying with direct media buying workflows. Automation reduces manual campaign management tasks.
Real-time bidding connects to major exchanges and SSPs. Reporting consolidates programmatic and non-programmatic campaign data.
Inventory Access
Programmatic inventory spans display, video, mobile, audio, and CTV. Direct publisher integrations supplement exchange-based buying.
Cross-channel campaign execution from unified interface. Access to premium and long-tail inventory sources.
Targeting Capabilities
Standard programmatic targeting including behavioral, contextual, and demographic. First-party data activation through platform integrations.
Audience extension finds similar users to existing customers. Geographic and device targeting with granular controls.
Campaign Management
Workflow tools designed specifically for agency operations. Campaign approval processes and client communication features built-in.
Budget management across multiple clients and campaigns. Automated reporting generation saves agency production time.
Analytics & Reporting
Unified reporting across programmatic and direct campaigns. Custom dashboard creation for client-specific needs.
Performance benchmarking compares campaigns to historical baselines. White-label reporting exports for client presentations.
Pricing Model
Agency-friendly pricing with volume discounts. Platform fees structured for multi-client management.
Training and support tailored to agency workflows.
Ideal Use Cases
Advertising agencies managing multiple client accounts
Media buyers requiring workflow automation
Agencies consolidating programmatic and direct buying
StackAdapt
Canadian-headquartered DSP praised for user experience and no minimum spend requirements, making it accessible to mid-market advertisers.
Core Technology
AI-powered platform processes 465 billion automated optimizations per second. Machine learning algorithms adjust bidding based on performance patterns.
Real-time decisioning evaluates impression value across auction dynamics. Predictive modeling identifies high-converting inventory opportunities.
Custom optimization enables advertisers to define unique success metrics.
Inventory Access
Multi-channel access includes native, display, video, CTV, audio, in-game, and DOOH. Direct publisher relationships supplement exchange-based inventory.
Premium inventory available through private marketplace deals. Global reach spans North America, EMEA, APAC, and LATAM markets.
Third-party exchange connections provide broad publisher access.
Targeting Capabilities
Contextual targeting analyzes page content for relevant ad placement. Dynamic retargeting follows users across sites and devices.
Behavioral, demographic, and geographic targeting layers combine for precision. First-party data onboarding through LiveRamp integration.
Custom audience building from CRM data and pixel tracking. Lookalike modeling finds users similar to existing converters.
Campaign Management
Intuitive UI praised by users as simpler than competitor platforms. Self-serve model enables hands-on campaign control without steep learning curve.
No minimum spend requirement makes platform accessible to smaller budgets. Campaign setup follows streamlined workflows with optional advanced features.
Budget pacing and frequency capping manage spend and exposure. Creative management supports standard formats with bulk upload capabilities.
Analytics & Reporting
Real-time dashboards track campaign delivery and performance metrics. Custom reporting provides client-ready visualizations and data exports.
Conversion tracking measures on-site actions and downstream behavior. Attribution analysis shows touchpoint contribution to conversions.
Granular reporting breaks down performance by creative, placement, and audience segment.
Pricing Model
Custom pricing with no minimum spend requirement, unlike many enterprise DSPs. Platform fees not publicly disclosed, with some users noting opacity around exact costs.
Percentage-based fees typical, though exact rates vary by contract. Account managers provide optimization support even for smaller-budget campaigns.
No separate managed service fees, with consultation included.
Ideal Use Cases
Mid-market advertisers unable to meet enterprise DSP minimums
Agencies managing smaller client budgets
Native advertising campaigns requiring feed-based ad placements
Advertisers prioritizing user experience and platform ease-of-use
Adelphic (Viant)
Mobile-first DSP acquired by Viant Technology, specializing in cross-device campaigns and people-based marketing.
Core Technology
People-based advertising uses deterministic identity data rather than cookies. Household-level targeting reaches users across devices in unified household view.
Real-time bidding infrastructure optimizes mobile, CTV, and desktop campaigns. Integration with Viant’s identity graph enables cross-device tracking.
Inventory Access
Mobile-focused inventory includes in-app and mobile web placements. CTV and desktop inventory extend reach beyond mobile devices.
Display, video, and native formats available across inventory sources. Direct publisher partnerships supplement exchange-based supply.
Targeting Capabilities
Household-level targeting tracks users across all devices in home. People-based identity resolution uses deterministic matching.
Behavioral, demographic, and geographic targeting available. First-party data activation from advertiser CRM systems.
Campaign Management
Self-serve platform with mobile-optimized workflows. Cross-device campaign management from unified interface.
Budget controls distribute spend across devices and channels. Frequency capping operates at person level rather than device level.
Analytics & Reporting
Cross-device attribution shows conversion paths across screens. Real-time reporting tracks campaign delivery and performance.
Household reach metrics measure unique household exposure. Conversion tracking captures actions across devices.
Pricing Model
Percentage-based platform fees with contract variations. Pricing reflects enterprise-level capabilities and household targeting.
Ideal Use Cases
Mobile-first advertisers reaching users on smartphones and tablets
Cross-device campaigns requiring household-level targeting
Performance marketers using people-based attribution
Jampp
Performance marketing DSP specializing in mobile app user acquisition and retargeting.
Core Technology
Machine learning models predict app install and in-app action likelihood. Automated bidding optimizes toward CPI, CPA, and ROAS goals.
Real-time creative optimization tests and serves best-performing ad variations. Integration with mobile measurement partners enables attribution tracking.
Inventory Access
Mobile-focused inventory spans in-app placements across iOS and Android. Partnerships with major mobile ad networks and exchanges.
Video, native, and display formats optimized for mobile screens. Global reach with inventory in major mobile advertising markets.
Targeting Capabilities
App install campaigns target users likely to download apps. Retargeting reaches users who installed but haven’t engaged recently.
Lookalike audiences find users similar to high-value app users. Behavioral targeting uses app usage patterns and mobile behavior signals.
Campaign Management
Performance-focused campaigns optimize toward install and retention goals. Automated creative testing improves ad performance over time.
Budget management with cost cap controls. Campaign setup streamlined for app marketer workflows.
Analytics & Reporting
Real-time dashboards track install volume and in-app actions. Attribution reporting shows which campaigns drive valuable users.
Cohort analysis measures user retention and lifetime value. Integration with mobile analytics platforms for deeper insights.
Pricing Model
Performance-based pricing with CPI or CPA payment options. Platform takes percentage of media spend for managed campaigns.
Minimum spend requirements vary by market and campaign type.
Ideal Use Cases
Mobile app developers acquiring new users at scale
Gaming companies running UA campaigns across app stores
App marketers retargeting dormant users
Criteo
Retargeting-focused platform expanding into broader programmatic capabilities with commerce data assets.
Core Technology
Commerce data from thousands of retailer partners powers audience targeting. Machine learning predicts purchase intent based on browsing behavior.
Dynamic retargeting serves personalized product ads based on user activity. Real-time bidding optimizes across display, video, and native inventory.
Inventory Access
Global exchange connections provide broad publisher reach. Criteo Retail Media network offers on-site placements with retailer partners.
Display, native, and video formats across desktop, mobile, and app environments. Private marketplace deals supplement open exchange inventory.
Targeting Capabilities
Commerce intent targeting reaches users actively shopping for products. Dynamic retargeting shows products users previously viewed.
Lookalike audiences find users similar to existing customers. Contextual targeting places ads on relevant product and shopping content.
Campaign Management
Self-serve platform for performance campaigns focused on conversions. Automated campaign optimization adjusts toward ROAS targets.
Budget controls with daily and lifetime spend caps. Creative management uses product catalog feeds for dynamic ad assembly.
Analytics & Reporting
Real-time dashboards track conversion metrics and ROAS. Attribution reports show ad impact on purchase behavior.
Integration with eCommerce platforms measures offline and online sales. Custom reporting exports performance data.
Pricing Model
CPA-based pricing charges for conversions rather than impressions. Platform fees embed in total campaign costs.
Performance guarantees available for qualified advertisers.
Ideal Use Cases
eCommerce advertisers retargeting shopping cart abandoners
Retail brands using commerce data for prospecting
Performance marketers optimizing toward ROAS goals
Moloco
Performance marketing platform using machine learning for user acquisition and retargeting, particularly strong in mobile gaming and eCommerce apps.
Core Technology
Machine learning models trained on billions of ad impressions. Automated bidding predicts conversion likelihood in real-time.
Creative optimization tests ad variations and serves best performers. Integration with app analytics enables predictive modeling.
Inventory Access
Mobile-focused inventory across iOS and Android applications. Programmatic exchange connections provide global reach.
Display, video, and native formats optimized for mobile environments. Gaming inventory partnerships for UA campaigns.
Targeting Capabilities
Predictive targeting identifies high-value users before conversion. Behavioral segments use app usage patterns and mobile signals.
Lookalike modeling finds users similar to existing converters. Geographic and demographic targeting layers available.
Campaign Management
Performance-focused campaigns optimize toward install, action, or revenue goals. Automated optimization adjusts bids throughout campaign lifecycle.
Budget management with cost controls and pacing. Campaign workflows designed for app marketers.
Analytics & Reporting
Real-time dashboards track install volume and post-install events. Cohort analysis measures user quality and retention.
LTV prediction models estimate long-term user value. Custom reporting for app-specific KPIs.
Pricing Model
Performance-based pricing with CPI or CPA structures. Platform fees percentage of media spend.
Managed service includes Moloco optimization expertise.
Ideal Use Cases
Mobile game developers acquiring players at scale
eCommerce apps growing user base profitably
Performance app marketers requiring ML-powered optimization
SmartyAds
White-label DSP provider serving agencies and enterprises with customizable programmatic infrastructure.
Core Technology
White-label technology enables branded DSP deployment. Real-time bidding infrastructure processes global ad exchanges.
Programmatic algorithms optimize toward campaign KPIs. API access allows custom feature development.
Inventory Access
Global exchange connections provide inventory across formats. Display, video, mobile, native, and CTV formats available.
Direct publisher partnerships supplement exchange inventory. Private marketplace deals enable custom arrangements.
Targeting Capabilities
Standard programmatic targeting including behavioral and contextual. Geographic and demographic targeting with precision controls.
First-party data onboarding for custom audience activation. Retargeting pixels track user behavior for remarketing.
Campaign Management
Self-serve platform with customizable UI and branding. Campaign workflows accommodate various advertiser needs.
Budget management and frequency capping standard features. White-label reporting for agency client delivery.
Analytics & Reporting
Real-time reporting with customizable dashboards. Performance metrics track delivery and conversion data.
White-label report templates for client presentations. API access enables custom reporting integrations.
Pricing Model
White-label licensing fees plus percentage of media spend. Custom pricing based on usage volume and features.
Enterprise contracts enable negotiated terms.
Ideal Use Cases
Agencies wanting branded DSP for client services
Ad networks adding programmatic buying capabilities
Enterprises building internal ad tech infrastructure
FAQ on Demand Side Platform Companies
What is a demand side platform and how does it work?
A demand side platform automates digital ad buying through real-time bidding across multiple ad exchanges. Advertisers set targeting parameters, budgets, and bid strategies while the DSP connects to supply side platforms to purchase ad inventory programmatically. The system evaluates millions of impression opportunities per second, placing bids based on audience data and campaign goals to maximize ROI.
Which demand side platform is best for small businesses?
StackAdapt stands out for small businesses because it requires no minimum spend and offers hands-on account support. The platform provides intuitive campaign management across native, display, and video formats. Other accessible options include Basis Technologies for agency workflows and certain self-serve tiers from Yahoo DSP that accommodate smaller budgets without enterprise requirements.
How much does it cost to use a DSP?
Most DSP platforms charge 15-20% of media spend as platform fees, though rates vary significantly. Google Display & Video 360 and Amazon DSP require approximately $50,000 monthly minimums. The Trade Desk’s fees reportedly reach 40%+ when including all features. StackAdapt offers custom pricing without minimums, while white-label solutions like SmartyAds use licensing plus percentage fees.
What’s the difference between Google DV360 and The Trade Desk?
Google Display & Video 360 integrates with YouTube, Google Display Network, and Google Analytics for ecosystem-dependent campaigns. The Trade Desk operates independently with broader third-party data integrations and transparent pricing. DV360 excels within Google’s walled garden while The Trade Desk provides neutral platform access across 150+ million CTV households and major retail data partnerships.
Can I use Amazon DSP if I don’t sell on Amazon?
Yes. Amazon DSP serves any advertiser regardless of Amazon seller status. The platform provides access to Prime Video, IMDb, Twitch, and third-party inventory using Amazon’s shopping data for targeting. Self-service requires no management fees while managed-service needs $50,000 monthly minimum spend and includes consultative support from Amazon’s advertising team.
What happened to MediaMath after bankruptcy?
MediaMath filed Chapter 11 bankruptcy in June 2023 owing $125+ million to creditors. Infillion acquired the company for $22 million in August 2023 and relaunched operations in 2024. The platform now operates with limited client base and restored SSP partnerships including Magnite and PubMatic, reaching $500,000 monthly spending by early 2024.
Which DSP is best for connected TV advertising?
Roku OneView historically led CTV but is being phased out in favor of Roku Ads Manager. The Trade Desk currently dominates as the preferred DSP for CTV with 150+ million household reach and premium streaming partnerships. Amazon DSP excels for Prime Video access while Google DV360 provides YouTube TV inventory and Adobe Advertising Cloud offers unified TV measurement.
Do DSPs provide fraud protection and brand safety?
Yes. Most enterprise DSPs integrate third-party verification partners like Integral Ad Science, DoubleVerify, and Peer39. Platforms include pre-bid filtering, domain whitelists/blacklists, and viewability measurement. Adobe Advertising Cloud offers comprehensive media quality suites while Yahoo DSP provides MFA-free inventory certified by Jounce Media for brand safety across programmatic channels.
What targeting capabilities do demand side platforms offer?
Modern DSPs provide behavioral, demographic, contextual, and geographic targeting using first-party and third-party data. Advanced options include household-level targeting, cross-device tracking, lookalike modeling, and retail purchase data. Identity solutions like Unified ID 2.0 enable cookieless targeting while platforms integrate with data management platforms for custom audience segmentation across channels.
How do I choose between self-serve and managed-service DSP options?
Choose self-serve if you have programmatic expertise and want direct campaign control without management fees. Managed-service suits advertisers with limited experience or those requiring strategic consultation, typically costing $15,000-$50,000 monthly minimums. Many platforms like Amazon DSP and Basis Technologies offer both options, letting you scale service level as needs evolve.
Conclusion
Selecting among demand side platform companies requires matching platform capabilities to your specific advertising objectives and budget constraints. Enterprise advertisers managing multi-million dollar campaigns across connected TV and display need different solutions than mid-market brands testing programmatic for the first time.
Google Display & Video 360 dominates for YouTube-centric strategies. The Trade Desk leads in transparency and omnichannel reach. Amazon DSP converts shopping intent into sales.
Platform consolidation continues reshaping the programmatic landscape. MediaMath’s bankruptcy and Roku’s OneView phase-out prove that even established players face pressure from scaled competitors and shifting advertiser demands.
Evaluate inventory access, targeting capabilities, pricing transparency, and integration ecosystems before committing. Most platforms offer trial periods or consultations.
Test multiple DSPs if budget allows. Campaign performance varies dramatically based on vertical, creative quality, and audience fit. What works for one advertiser often fails for another despite identical platform features and bid strategies.
- Top Demand Side Platform Companies to Use For Programmatic Advertising - September 26, 2025
- What Is Nearshoring and How You Can Benefit from It - September 24, 2025
- MVP Tests You Can Do To Validate Your Idea - September 22, 2025
