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Industry Report

Martech CDP Attribution Software

LLM Search+Fanout Visibility
Dominant · Homepage Keywords ρ=0.384

AI recommendation signal analysis across 1,420 domains and 11 buyer personas in Martech CDP Attribution Software, led by segment.com as the most LLM-recommended domain.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
Download this report (.xlsx)
1,420Domains Tracked
11Buyer Personas
llm_search_fanout_visibility.report
DomainScore
segment.com
31.3
hightouch.com
19.7
salesforce.com
17.3
dreamdata.io
13.9
triplewhale.com
12.4
Domains rankedn = 25
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This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.

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About This Report

How to use this page

Industry view: this page aggregates every persona's data for the whole industry, plus industry-wide queries. Pick a persona from the sidebar to narrow the lens to one segment.
Use Case

See what AI reads before it answers

Fanout queries are the web searches a model runs mid-answer. The pages it retrieves and cites are the sources shaping its recommendations, so treat the citation lists as your target list for earning coverage, mentions, and links.

How It's Calculated

Where the numbers come from

Scoped to the runs where models used web search. Same rank-weighted scoring as LLM Search Visibility, plus every URL the searches retrieved (citation sources) and every URL actually cited in answers (citations), aggregated by frequency.

Overview

What's on this page

Domain rankings for web-search-augmented runs and the full citation and citation-source URL lists, filterable by model.

LLM Data

Top LLM-recommended domains

How often AI models recommended each domain specifically via web-search fanout queries when answering Martech CDP Attribution Software queries across all personas, a subset of the runs behind the main LLM Search Visibility report, not the full combined dataset. The left chart shows raw recommendation counts, the right shows what percentage of queries included that domain.

Score (below) is the primary ranking metric: a weighted-reciprocal-rank sum across every model and run, where each model's contribution is scaled by that model's influence weight.

Only these five models ran web-search fanout queries. The checkboxes filter these charts and the Citations / Citation Sources lists below; updates automatically as you check/uncheck.

LLM Data

Citations

Every URL the models actually cited in their final answers to Martech CDP Attribution Software fanout queries, aggregated by how often each URL was cited. Filtered by the model checkboxes above.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
CDP Software: 6 Best Customer Data Platform Vendors Compared (2026) | CDP.comhttps://cdp.com/basics/cdp-vendors/1736963095
hockeystack.comhttps://www.hockeystack.com/blog-posts/best-marketing-attribution-software1042961694
12 Best Multi-Touch Attribution Solutions (2026)https://improvado.io/blog/multi-touch-attribution-solutions837962695
gartner.comhttps://www.gartner.com/reviews/market/b2b-multitouch-attribution-tools761972495
9 Best Marketing Attribution Software for B2B (2026) | ORMhttps://orm-tech.com/blog/best-marketing-attribution-software/7795694
gartner.comhttps://www.gartner.com/reviews/market/customer-data-platforms661972495
Best CDPs 2026: Top customer data platforms comparedhttps://www.decentriq.com/article/best-cdps62195594
15 Best Marketing Attribution Software in 2026 - Reviewed & Rankedhttps://www.heeet.io/blog/15-best-multi-touch-marketing-attribution-platforms-in-2026-compared-in-depth51695093
bloomreach.comhttps://www.bloomreach.com/en/blog/best-customer-data-platforms-cdps541961195
improvado.iohttps://improvado.io/blog/top-7-customer-data-platforms537962695
15 Best B2B Marketing Attribution Software for 2026 | Fibbler | Fibblerhttps://www.fibbler.co/blog/b2b-marketing-attribution-software44096994
I Tested The 10 Best Attribution Software: Hits And Misseshttps://learn.g2.com/best-attribution-software459974295
The best CDPs for developers, comparedhttps://posthog.com/blog/best-customer-data-platforms-for-developers450964295
https://cdp.com/basics/what-is-a-customer-data-platform-cdp/https://cdp.com/basics/what-is-a-customer-data-platform-cdp/436963095
What Is Hightouch? Features, Pricing, and Alternatives | CDP.comhttps://cdp.com/articles/what-is-hightouch/436963095
insiderone.comhttps://insiderone.com/best-customer-data-platform/440952795
9 Best Customer Data Platforms (CDPs) in 2026: In-depth Look | by Modern Data 101 | Mediumhttps://medium.com/@community_md101/9-best-customer-data-platforms-cdps-in-2026-in-depth-look-3983adabf759374976897
11 Best B2B Revenue Attribution Tools (2026): Pricing & Reviewshttps://www.heeet.io/blog/best-revenue-attribution-software-for-b2b-11-platforms-compared-202631695093
twilio.comhttps://www.twilio.com/en-us/blog/insights/compliance/data-compliance-cdp-privacy356973395
Best Customer Data Platforms (CDP) for E-Commerce Comparedhttps://maestra.io/blog/comparisons/best-customer-data-platforms326951494
https://www.cdpinstitute.org/cdp-institute/cdp-best-practices-for-maximizing-enterprise-value-customer-data-privacy-and-security/https://www.cdpinstitute.org/cdp-institute/cdp-best-practices-for-maximizing-enterprise-value-customer-data-privacy-and-security/33395294
funnel.iohttps://funnel.io/blog/top-mta-tools344963695
cdp.comhttps://cdp.com/glossary/composable-cdp/336963095
12 Leading Advanced Ad Tech Platforms for Attributionhttps://Madgicx.com/blog/advanced-ad-tech-platform-for-attribution325951995
factors.aihttps://www.factors.ai/blog/multi-touch-attribution-tools-platforms-software-guide341961094
https://business.adobe.com/products/marketo/marketo-measure.htmlhttps://business.adobe.com/products/marketo/marketo-measure.html382974996
https://www.revsure.ai/blog/best-marketing-attribution-softwarehttps://www.revsure.ai/blog/best-marketing-attribution-software34196294
a88lab.comhttps://www.a88lab.com/blog/attribution-tools-b2b-saas3394093
https://www.adbeacon.com/19-best-marketing-attribution-software-solutions-in-2026/https://www.adbeacon.com/19-best-marketing-attribution-software-solutions-in-2026/31495092
https://www.g2.com/categories/customer-data-platform-cdphttps://www.g2.com/categories/customer-data-platform-cdp359972995
triplewhale.comhttps://www.triplewhale.com/blog/triple-whale-vs-northbeam247963894
The 2026 Guide to Composable CDPs: Architecture, Timeline & Teamshttps://dataforest.ai/blog/composable-cdps220951294
Identity Resolution overview | Hightouch Docshttps://hightouch.com/docs/identity-resolution/overview?utm_source=openai244962895
https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#1https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#1258974395
cdp.comhttps://cdp.com/articles/data-privacy-governance-best-practices/236963095
https://www.cxtoday.com/customer-analytics-intelligence/gartner-magic-quadrant-for-customer-data-platforms-cdps-2025-the-rundown/https://www.cxtoday.com/customer-analytics-intelligence/gartner-magic-quadrant-for-customer-data-platforms-cdps-2025-the-rundown/240952294
9 Best Marketing Attribution Software for Agencies in 2026https://www.cometly.com/post/marketing-attribution-software-for-agencies22595394
Top 7 Customer Data Platforms (CDP) for Mid-Market Shopify Storeshttps://www.aimerce.ai/blogs/seo/top-7-customer-data-platforms-cdp-for-mid-market-shopify-stores23396194
Best Enterprise Customer Data Platforms (CDP) in 2026 | Coworker AIhttps://coworker.ai/blog/enterprise-customer-data-platforms226952694
RudderStack Documentation | RudderStack Docshttps://www.rudderstack.com/docs/?utm_source=openai247962595
olabi.ooohttps://www.olabi.ooo/blog/footfall-attribution-link-ads-offline-traffic/2394093
Best Attribution Software For Agencies: 2026 Guidehttps://www.cometly.com/post/best-attribution-software-for-agencies22595394
Rockerbox: Multi-Touch Attribution, Marketing Mix Modeling, & Testing | Rockerboxhttps://www.rockerbox.com/?utm_source=openai242961095
cometly.comhttps://www.cometly.com/post/marketing-attribution-platforms-for-startups22595394
Best First-Party Data Platforms for Ecommerce Brands in 2026 | Opensendhttps://www.opensend.com/post/first-party-data-platforms-ecommerce235951294
attributionapp.comhttps://www.attributionapp.com/23195394
https://cdp.com/articles/data-privacy-compliance-cdp/https://cdp.com/articles/data-privacy-compliance-cdp/236963095
Composable Customer Data Platform (CDP) | Hightouchhttps://hightouch.com/platform/composable-cdp?utm_source=openai244962895
https://usermaven.com/blog/martech-toolshttps://usermaven.com/blog/martech-tools229952495
usercentrics.comhttps://usercentrics.com/knowledge-hub/customer-data-platform/258965396
hightouch.comhttps://hightouch.com/blog/best-enterprise-cdps244962895
https://www.fullcircleinsights.com/resource/hubspot-vs-salesforcehttps://www.fullcircleinsights.com/resource/hubspot-vs-salesforce22095995
sproutloud.comhttps://sproutloud.com/solutions/multi-location-marketing219961294
Singular is the global best MMP for 2nd year running, say 1,636 marketershttps://www.singular.net/blog/global-best-mmp/24797894
mParticle documentationhttps://docs.mparticle.com/?utm_source=openai244962295
Factors.ai vs Marketo Measure: Which B2B Marketing Attribution Platform Should You Choose?https://www.factors.ai/blog/factors-ai-vs-marketo-measure-best-alternative241961094
segmentstream.comhttps://segmentstream.com/blog/articles/top-attribution-tools-for-hubspot21795994
segmentstream.comhttps://segmentstream.com/blog/articles/top-enterprise-marketing-analytics-and-attribution-platforms21795994
10 Best Reverse ETL Tools in 2026 for Data Activationhttps://www.domo.com/learn/article/best-reverse-etl-platforms24697795
youtube.comhttps://www.youtube.com/watch?v=jjdbLfZfulk291997597
https://cdp.com/articles/what-is-twilio-segment/https://cdp.com/articles/what-is-twilio-segment/236963095
CaliberMind | Multi-Touch Attribution & GTM Intelligence Platformhttps://calibermind.com/?utm_source=openai224961094
https://www.understoryagency.com/blog/top-marketing-attribution-tools-saas-growthhttps://www.understoryagency.com/blog/top-marketing-attribution-tools-saas-growth21395594
Best Marketing Attribution Salesforce Software 2026https://www.cometly.com/post/marketing-attribution-salesforce-software-03b0422595394
dreamdata.iohttps://dreamdata.io/242962395
Best Multi-Touch Attribution Software for B2B Marketing Teams (2026 Guide)https://www.revsure.ai/blog/best-multi-touch-attribution-software-for-data-driven-marketing-teams-b2b-enterprise-guide24196294
segmentstream.comhttps://segmentstream.com/blog/articles/best-warehouse-native-attribution-tools21795994
segmentstream.comhttps://segmentstream.com/21795994
https://metaflow.life/blog/best-multi-touch-attribution-tools-for-b2bhttps://metaflow.life/blog/best-multi-touch-attribution-tools-for-b2b2794494
https://gleantap.com/data-privacy-and-compliance-in-customer-data-platforms/https://gleantap.com/data-privacy-and-compliance-in-customer-data-platforms/21995994
Spectacle | Marketing Attribution Software for SaaShttps://www.spectaclehq.com/blog/the-7-best-marketing-attribution-tools-for-saas-for-self-serve-and-sales-led2995093
Shopify CDP guide: do you actually need one in 2026?https://www.ringly.io/blog/shopify-cdp22595594
segmentstream.comhttps://segmentstream.com/blog/articles/best-multi-touch-attribution-software21795994
hockeystack.comhttps://www.hockeystack.com/242961694
15 Best Customer Data Platforms (CDPs) for 2026https://www.cience.com/blog/cdp-companies/234951295
Rockerbox: Multi-Touch Attribution, Marketing Mix Modeling, & Testing | Rockerboxhttps://www.rockerbox.com/242961095
Top Marketing Attribution Platforms Compared for 2026https://www.wowtechub.com/blog/top-marketing-attribution-platforms-compared-for-2026/2294194
Best Marketing Attribution Software & Tools 2026https://www.ruleranalytics.com/blog/analytics/marketing-attribution-software/23995294
https://business.adobe.com/blog/basics/what-is-a-customer-data-platformhttps://business.adobe.com/blog/basics/what-is-a-customer-data-platform282974996
The best marketing attribution software in 2026https://www.rebrandly.com/blog/best-marketing-attribution-software254962395
How to choose the right Customer Data Platform (CDP) in 2026 How to choose the right CDP in 2026https://www.infobip.com/blog/best-customer-data-platforms24196995
Best Reverse ETL Tools 2026: Segment vs Hightouch vs Census | Bruin Bloghttps://getbruin.com/blog/best-reverse-etl-data-activation-tools-2026/21195795
https://resources.rework.com/tools/productivity/best-mixpanel-alternativeshttps://resources.rework.com/tools/productivity/best-mixpanel-alternatives2--1194
https://genesysgrowth.com/blog/best-alternatives-for-mixpanelhttps://genesysgrowth.com/blog/best-alternatives-for-mixpanel223951594
https://thecmo.com/tools/best-marketing-attribution-software/https://thecmo.com/tools/best-marketing-attribution-software/231952495
https://www.treasuredata.com/blog/consent-management-customer-data-platform-cdphttps://www.treasuredata.com/blog/consent-management-customer-data-platform-cdp143961394
https://www.tealium.com/press-releases/2025-gartner-magic-quadrant-cdps/https://www.tealium.com/press-releases/2025-gartner-magic-quadrant-cdps/153974495
youtube.comhttps://www.youtube.com/watch?v=sGxQ-oIyb0g191997597
Privacy Portal | Twiliohttps://www.twilio.com/docs/segment/privacy/portal?utm_source=openai156973395
https://www.imaginuity.com/adscience/https://www.imaginuity.com/adscience/11495094
What Is a Customer Data Platform (CDP) and when does your retail business need one? l RetailQuest Insiderhttps://www.retailquestinsider.com/post/customer-data-platforms-retail1394--
Customer Retention Through Grocery AI Technology | Birdzihttps://birdzi.com/?utm_source=openai1795594
voyado.comhttps://voyado.com/resources/blog/best-retail-omnichannel-analytics-tools/128952194
Why Clerk.io is the Best CDP for Ecommerce Growthhttps://www.clerk.io/blog/best-cdp-for-ecommerce133951995
Triple Whalehttps://www.triplewhale.com/?utm_source=openai147963894
Gartner Crowns Salesforce Data 360 as CDP Leader — But the Real Story Is the Category Shift - SalesforceDevops.nethttps://salesforcedevops.net/index.php/2026/01/29/gartner-crowns-salesforce-data-360-as-cdp-leader/116951094
Gartner® names Salesforce a CDP Leader two years in a row. - Salesforcehttps://www.salesforce.com/ap/form/data-cloud-gartner-magic-quadrant/?utm_source=openai165973796
The Best Customer Data Platform: The 2025 CRM Industry Leader Awardshttps://www.destinationcrm.com/Articles/Editorial/Magazine-Features/The-Best-Customer-Data-Platform-The-2025-CRM-Industry-Leader-Awards-171158.aspx13896594
cometly.comhttps://www.cometly.com/post/attribution-platform-for-startups12595394
Boonehttps://www.getboone.com/?utm_source=openai1092492
fintechmagazine.comhttps://fintechmagazine.com/news/top-10-customer-data-platforms135962995
https://www.rokt.com/blog/why-composable-cdps-need-a-hybrid-futurehttps://www.rokt.com/blog/why-composable-cdps-need-a-hybrid-future144951595
Best Customer Data Platform (CDP) Software Reviews 2026 | Compare Tools | G2https://www.g2.com/categories/customer-data-platform-cdp?utm_source=openai159972995
https://www.warmly.ai/p/blog/b2b-martech-stackhttps://www.warmly.ai/p/blog/b2b-martech-stack128951394
https://www.understoryagency.com/blog/multi-touch-attribution-tools-saashttps://www.understoryagency.com/blog/multi-touch-attribution-tools-saas11395594
Marketo Measure: B2B Multi-Touch Marketing Attribution Toolhttps://business.adobe.com/products/marketo/bizible.html?utm_source=openai182974996
An introduction to Segment | Twiliohttps://www.twilio.com/docs/segment/guides?utm_source=openai156973395
9 Best Agency Attribution Software Packages for 2026https://www.cometly.com/post/agency-attribution-software-packages12595394
10 best white-label attribution software for agencieshttps://usermaven.com/blog/attribution-software-for-agencies129952495
cometly.comhttps://www.cometly.com/post/white-label-attribution-software12595394
Full-Funnel Data Platform for B2B GTM | RevSure AIhttps://www.revsure.ai/full-funnel-data-platform-for-b2b-marketing-revops-teams14196294
https://www.twilio.com/en-us/lp/segment-vs-mparticlehttps://www.twilio.com/en-us/lp/segment-vs-mparticle156973395
Privacy Tools Overview | Twiliohttps://www.twilio.com/docs/segment/privacy?utm_source=openai156973395
https://hyperlocology.com/solutions/for-brands/https://hyperlocology.com/solutions/for-brands/1595493
The CDP Platform for Retailers | Lexerhttps://www.lexer.io/solutions/retail?utm_source=openai12295794
https://cdp.com/articles/cdp-for-retail/https://cdp.com/articles/cdp-for-retail/136963095
https://piwik.pro/blog/piwik-pro-app-for-shopify/https://piwik.pro/blog/piwik-pro-app-for-shopify/144963495
Customer Segments | Triple Whale Help Centerhttps://kb.triplewhale.com/en/articles/13389920-customer-segments?utm_source=openai147961094
wetracked.iohttps://www.wetracked.io/post/northbeam-vs-triple-whale12995394
12 Fastest Growing Customer Data Platforms Companies and Startups | Landbasehttps://www.landbase.com/blog/fastest-growing-customer-data-platforms12795594
Gartner Magic Quadrant for Customer Data Platforms (CDPs) 2026: The Rundownhttps://www.cxtoday.com/customer-analytics-intelligence/gartner-magic-quadrant-cdp-2026/140952294
Adobe Real-Time CDP is your complete customer data platform solutionhttps://business.adobe.com/solutions/customer-data-platform.html?utm_source=openai182974996
CDP Software: 6 Best Customer Data Platform Vendors Compared (2026)https://cdp.com/basics/cdp-vendors/?utm_source=chatgpt.com136963095
https://growth-onomics.com/top-tools-for-multi-touch-attribution-reporting/https://growth-onomics.com/top-tools-for-multi-touch-attribution-reporting/125951794
Best Marketing Attribution Tools for Startups 2025https://pimms.io/blog/what-are-the-best-marketing-attribution-tools-for-startups11494894
9 Best Affordable Marketing Attribution Platforms 2026https://www.cometly.com/post/affordable-marketing-attribution-platform12595394
Attribution Pricinghttps://www.attributionapp.com/pricing/?utm_source=openai13195394
youtube.comhttps://www.youtube.com/watch?v=QoccnHfSok4191997597
What Is RudderStack? Features, Pricing & Alternatives | CDP.comhttps://cdp.com/articles/what-is-rudderstack/136963095
https://www.syntasa.com/where-reverse-etl-tools-end-and-composable-cdps-take-over/https://www.syntasa.com/where-reverse-etl-tools-end-and-composable-cdps-take-over/11596094
Gartner Magic Quadrant for Customer Data Platforms (CDPs) 2025: The Rundown - CX Todayhttps://www.cxtoday.com/customer-analytics-intelligence/gartner-magic-quadrant-for-customer-data-platforms-cdps-2025-the-rundown/?utm_source=openai140952294
g2.comhttps://www.g2.com/categories/customer-data-platform-cdp/enterprise159972995
Dreamdata | B2B Attribution Platform for Marketershttps://dreamdata.io/home?utm_source=openai142962395
Meet Amplitude CDP, the First Insights-Driven Customer Data Platformhttps://amplitude.com/blog/amplitude-customer-data-platform?utm_source=openai153974396
attributionapp.comhttps://www.attributionapp.com/blog/twilio-segment-attribution-complete-guide/13195394
https://www.guideflow.com/blog/product-led-growth-toolshttps://www.guideflow.com/blog/product-led-growth-tools13395794
https://hightouch.com/blog/what-is-a-customer-data-platform-cdphttps://hightouch.com/blog/what-is-a-customer-data-platform-cdp144962895
Top 7 Attribution Softwares For Marketing Agencieshttps://www.cometly.com/post/attribution-software-for-marketing-agencies?comet_token_override=15815382999600003942611108130241952548165292087912595394
Twilio Segment's composable CDP | Twiliohttps://www.twilio.com/en-us/lp/composable-cdp?utm_source=openai156973395
B2B CDP | CDP.comhttps://cdp.com/glossary/b2b-cdp/136963095
Warehouse-native architecture explainedhttps://www.rudderstack.com/learn/customer-data-platform-cdp/warehouse-native-architecture-operating-model/?utm_source=openai147962595
Top RevOps Tools for 2026: Best Revenue Operations Softwarehttps://forecastio.ai/blog/revops-tools123961594
https://www.onetrust.com/resources/the-new-martech-equation-how-consent-management-completes-your-cdp-strategy-ebook/https://www.onetrust.com/resources/the-new-martech-equation-how-consent-management-completes-your-cdp-strategy-ebook/162972995
https://news.adobe.com/news/2025/02/adobe-real-time-cdp-collab-gahttps://news.adobe.com/news/2025/02/adobe-real-time-cdp-collab-ga182974495
Tealium consent overview | Tealium Consent | Tealium Docshttps://docs.tealium.com/consent/consent-overview/?utm_source=openai153972695
https://hyperlocology.com/platform/reporting/https://hyperlocology.com/platform/reporting/1595493
Omnichannel Attribution & Store Visit Measurement | Foursquarehttps://foursquare.com/products/attribution/154975196
Snipp - Marketing Verified from Ad to Aislehttps://www.snipp.com/?utm_source=openai12395094
mountain.comhttps://help.mountain.com/en/articles/13776987-explore-foot-traffic-measurement-partners13996294
https://streetfightmag.com/2022/10/18/6-modern-cdps-for-multi-location-retailers/https://streetfightmag.com/2022/10/18/6-modern-cdps-for-multi-location-retailers/136962795
https://www.globenewswire.com/fr/news-release/2024/10/7/2959048/0/en/Blueshift-Announces-e-Commerce-Accelerator-Plan-with-Native-Shopify-App.htmlhttps://www.globenewswire.com/fr/news-release/2024/10/7/2959048/0/en/Blueshift-Announces-e-Commerce-Accelerator-Plan-with-Native-Shopify-App.html159973395
Triple Whale Pixel: First-Party Data & Attribution | Triple Whalehttps://www.triplewhale.com/pixel?utm_source=openai147963894
conspireagency.comhttps://www.conspireagency.com/blogs/shopify/shopify-analytics-showdown-northbeam-vs-triple-whale-vs-elevar11695994
Triple Whale Vs Attribution Platforms: Full Guide 2026https://www.cometly.com/post/triple-whale-vs-attribution-platforms12595394
Customer Data Platform | Trusted Data for AI - Tealiumhttps://tealium.com/?utm_source=openai153974495
Customer Data Platform - Company Evaluation Report, 2025https://www.researchandmarkets.com/reports/6168373/customer-data-platform-company-evaluation?utm_source=GNE&utm_medium=PressRelease&utm_code=8r7tj6&utm_campaign=2187262+-+Customer+Data+Platform+Company+Evaluation+Report+2025%3a+Salesforce%2c+Oracle+and+Adobe+Lead+with+AI-Driven+Customer+Insights%2c+Real-Time+Data+Integration+and+Privacy-First+Personalization&utm_exec=chdomspi146971295
Best martech stack for startups - 2026 Guidehttps://www.techloy.com/best-martech-stack-for-startups-2026-guide/12595695
Top 12 Marketing Attribution Tools in 2026 (Compared)https://www.factors.ai/blog/top-7-marketing-attribution-tools141961094
Easily Get Marketing Attribution Data Into Your CRM | Attributerhttps://attributer.io/?utm_source=openai121951894
Census Management API — Documentation, OpenAPI | APIs.io APIshttps://apis.io/apis/census-co/census-management-api/?utm_source=openai125951995
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What Is the Best Marketing Attribution Software in 2026? (Compared)https://www.nvecta.com/blog/best-marketing-attribution-software-2026/?utm_source=openai12095093
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https://amplitude.com/compare/best-mixpanel-alternativeshttps://amplitude.com/compare/best-mixpanel-alternatives153974396
https://vwo.com/blog/experimentation-platform-guide/https://vwo.com/blog/experimentation-platform-guide/154974395
https://www.webosaurus.co.uk/news/data-privacy-in-the-martech-era-best-practices-for-compliance-and-customer-trust/https://www.webosaurus.co.uk/news/data-privacy-in-the-martech-era-best-practices-for-compliance-and-customer-trust/139400
https://startupik.com/mixpanel-what-it-is-features-pricing-and-best-alternativeshttps://startupik.com/mixpanel-what-it-is-features-pricing-and-best-alternatives120951295
https://www.growthbook.io/insights/best-ab-testing-tools-product-analyticshttps://www.growthbook.io/insights/best-ab-testing-tools-product-analytics13295995
https://contentsquare.com/blog/mixpanel-alternatives/https://contentsquare.com/blog/mixpanel-alternatives/145964095
https://amplitude.com/compare/best-product-experimentation-tools-for-startupshttps://amplitude.com/compare/best-product-experimentation-tools-for-startups153974396
https://www.customerlabs.com/blog/segment-alternatives/https://www.customerlabs.com/blog/segment-alternatives/122951795
https://startupik.com/mixpanel-alternatives-best-analytics-platforms-for-product-teams/https://startupik.com/mixpanel-alternatives-best-analytics-platforms-for-product-teams/120951295
https://experienceleague.adobe.com/en/docs/analytics-platform/using/cja-components/audiences/audiences-overviewhttps://experienceleague.adobe.com/en/docs/analytics-platform/using/cja-components/audiences/audiences-overview182974796
https://www.leadgen-economy.com/blog/agentic-cdp-wars-databricks-customerlake-blueconic-blueshift-2026/https://www.leadgen-economy.com/blog/agentic-cdp-wars-databricks-customerlake-blueconic-blueshift-2026/1594--
https://www.cometly.com/post/segment-alternative-for-attributionhttps://www.cometly.com/post/segment-alternative-for-attribution12595394
https://amplitude.com/compare/best-product-analytics-tools-early-stage-startupshttps://amplitude.com/compare/best-product-analytics-tools-early-stage-startups153974396
https://www.spotsaas.com/compare/segment-vs-blueshift-vs-mparticlehttps://www.spotsaas.com/compare/segment-vs-blueshift-vs-mparticle12296093
https://www.toolworthy.ai/blog/best-ai-marketing-automation-toolshttps://www.toolworthy.ai/blog/best-ai-marketing-automation-tools1294092
https://contentsquare.com/guides/product-experimentation/tools/https://contentsquare.com/guides/product-experimentation/tools/145964095
https://www.capterra.com/compare/156699-171840/Klaviyo-vs-HubSpot-Marketinghttps://www.capterra.com/compare/156699-171840/Klaviyo-vs-HubSpot-Marketing154961895
https://mixpanel.com/blog/product-experimentation/https://mixpanel.com/blog/product-experimentation/151974796
https://hightouch.com/compare-cdps/segment-vs-treasure-datahttps://hightouch.com/compare-cdps/segment-vs-treasure-data144962895
https://www.femaleswitch.com/startup-tools/tpost/hubspot-vs-klaviyohttps://www.femaleswitch.com/startup-tools/tpost/hubspot-vs-klaviyo126951494
https://business.adobe.com/products/adobe-analytics/find-your-target-audience.htmlhttps://business.adobe.com/products/adobe-analytics/find-your-target-audience.html182974996
https://www.customerlabs.com/blog/mparticle-competitors-alternatives/https://www.customerlabs.com/blog/mparticle-competitors-alternatives/122951795
https://www.digitalapplied.com/blog/marketing-automation-platform-comparison-2026https://www.digitalapplied.com/blog/marketing-automation-platform-comparison-202613095294
https://www.braze.com/docs/partners/data_and_analytics/customer_data_platform/rudderstack/rudderstackhttps://www.braze.com/docs/partners/data_and_analytics/customer_data_platform/rudderstack/rudderstack146961494
https://www.featuredcustomers.com/software/customer-data-platforms/allhttps://www.featuredcustomers.com/software/customer-data-platforms/all13095194
https://www.sequenzy.com/blog/best-email-tools-with-segment-integrationhttps://www.sequenzy.com/blog/best-email-tools-with-segment-integration11295794
https://www.inflection.io/guides/rudderstack-braze-integrationhttps://www.inflection.io/guides/rudderstack-braze-integration11995694
https://www.mparticle.com/integrations/https://www.mparticle.com/integrations/14496694
https://crmnewstoday.com/email-marketing-platforms-best-options-2026/https://crmnewstoday.com/email-marketing-platforms-best-options-2026/1194094
https://www.rudderstack.com/integration/braze/integrate-customer-io-with-braze/https://www.rudderstack.com/integration/braze/integrate-customer-io-with-braze/147962595
https://www.rfp.wiki/crm-marketing/customer-data-platformshttps://www.rfp.wiki/crm-marketing/customer-data-platforms1695093
https://www.petramanalytics.com/insights/rudderstack-vs-hightouchhttps://www.petramanalytics.com/insights/rudderstack-vs-hightouch1494093
https://www.cometly.com/post/first-party-data-tracking-solutionshttps://www.cometly.com/post/first-party-data-tracking-solutions12595394
https://maestra.io/blog/comparisons/hubspot-vs-klaviyohttps://maestra.io/blog/comparisons/hubspot-vs-klaviyo126951494
https://www.rudderstack.com/integration/customer-io/integrate-braze-with-customer-io/https://www.rudderstack.com/integration/customer-io/integrate-braze-with-customer-io/147962595
https://www.integrate.io/blog/hightouch-review/https://www.integrate.io/blog/hightouch-review/14196995
https://www.braze.com/docs/partners/data_and_analytics/customer_data_platform/rudderstack/rudderstack_for_currentshttps://www.braze.com/docs/partners/data_and_analytics/customer_data_platform/rudderstack/rudderstack_for_currents146961494
https://www.braze.com/partners/technology-partners/rudderstackhttps://www.braze.com/partners/technology-partners/rudderstack146961494
https://emelia.io/hub/customer-data-platform-cdphttps://emelia.io/hub/customer-data-platform-cdp11596994
552 resultsAll results shown
LLM Data

Citation sources

Every URL the models' web searches retrieved while answering: the wider pool the citations above were drawn from, aggregated the same way and filtered by the same model checkboxes.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
CDP Software: 6 Best Customer Data Platform Vendors Compared (2026) | CDP.comhttps://cdp.com/basics/cdp-vendors/2136963095
19 Best Marketing Attribution Software Solutions Reviewed for 2026https://www.hockeystack.com/blog-posts/best-marketing-attribution-software1442961694
improvado.iohttps://improvado.io/blog/multi-touch-attribution-solutions1337962695
https://arxiv.org/abs/2606.16878https://arxiv.org/abs/2606.168781065976196
gartner.comhttps://www.gartner.com/reviews/market/b2b-multitouch-attribution-tools961972495
insiderone.comhttps://insiderone.com/best-customer-data-platform/940952795
9 Best Marketing Attribution Software for B2B (2026) | ORMhttps://orm-tech.com/blog/best-marketing-attribution-software/9795694
15 Best Marketing Attribution Software in 2026 - Reviewed & Rankedhttps://www.heeet.io/blog/15-best-multi-touch-marketing-attribution-platforms-in-2026-compared-in-depth81695093
What Is a Customer Data Platform? CDP Guide [2026] | CDP.comhttps://cdp.com/basics/what-is-a-customer-data-platform-cdp/836963095
gartner.comhttps://www.gartner.com/reviews/market/customer-data-platforms861972495
25 Best Marketing Attribution Software Reviewed For 2026https://thecmo.com/tools/best-marketing-attribution-software/831952495
I Tested The 10 Best Attribution Software: Hits And Misseshttps://learn.g2.com/best-attribution-software759974295
https://en.wikipedia.org/wiki/Customer_data_platformhttps://en.wikipedia.org/wiki/Customer_data_platform780987697
12 Leading Advanced Ad Tech Platforms for Attributionhttps://Madgicx.com/blog/advanced-ad-tech-platform-for-attribution625951995
Best CDPs 2026: Top customer data platforms comparedhttps://www.decentriq.com/article/best-cdps62195594
18 Best Multi-Touch Attribution Tools for B2B Marketershttps://metaflow.life/blog/best-multi-touch-attribution-tools-for-b2b6794494
What Is Hightouch? Features, Pricing, and Alternatives | CDP.comhttps://cdp.com/articles/what-is-hightouch/636963095
improvado.iohttps://improvado.io/blog/top-7-customer-data-platforms637962695
https://en.wikipedia.org/wiki/Composable_customer_data_platformhttps://en.wikipedia.org/wiki/Composable_customer_data_platform680987697
Gartner Magic Quadrant for Customer Data Platforms (CDPs) 2025: The Rundownhttps://www.cxtoday.com/customer-analytics-intelligence/gartner-magic-quadrant-for-customer-data-platforms-cdps-2025-the-rundown/540952294
Multi-Touch Attribution Tools & Platforms for B2B Marketershttps://www.factors.ai/blog/multi-touch-attribution-tools-platforms-software-guide541961094
Best Customer Data Platforms (CDP): User Reviews from June 2026https://www.g2.com/categories/customer-data-platform-cdp559972995
fibbler.cohttps://www.fibbler.co/blog/b2b-marketing-attribution-software54096994
funnel.iohttps://funnel.io/blog/top-mta-tools544963695
9 Best Customer Data Platforms (CDPs) in 2026: In-depth Look | by Modern Data 101 | Mediumhttps://medium.com/@community_md101/9-best-customer-data-platforms-cdps-in-2026-in-depth-look-3983adabf759574976897
19 Best Marketing Attribution Software Solutions in 2026 | AdBeaconhttps://www.adbeacon.com/19-best-marketing-attribution-software-solutions-in-2026/51495092
bloomreach.comhttps://www.bloomreach.com/en/blog/best-customer-data-platforms-cdps541961195
https://www.reddit.com/r/analytics/comments/1q5d8wc/advice_for_the_best_customer_data_platforms_2026/https://www.reddit.com/r/analytics/comments/1q5d8wc/advice_for_the_best_customer_data_platforms_2026/572976496
HubSpot vs. Salesforce: Which One Gives B2B Marketers Better Attribution?https://www.fullcircleinsights.com/resource/hubspot-vs-salesforce42095995
https://tealium.com/resource/analyst-report/everest-group-cdp-products-peak-matrix-2025/:%20https://tealium.com/download/everest-groups-2025-peak-matrix-2025/#1#1https://tealium.com/resource/analyst-report/everest-group-cdp-products-peak-matrix-2025/:%20https://tealium.com/download/everest-groups-2025-peak-matrix-2025/#1#1453974495
https://www.rockerbox.com/https://www.rockerbox.com/442961095
https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#1https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#1458974395
Composable CDP: Definition, Architecture & How It Works | CDP.comhttps://cdp.com/glossary/composable-cdp/436963095
The best CDPs for developers, comparedhttps://posthog.com/blog/best-customer-data-platforms-for-developers450964295
9 Best Marketing Attribution Tools for HubSpot CRM in 2026 — SegmentStreamhttps://segmentstream.com/blog/articles/top-attribution-tools-for-hubspot41795994
https://www.rudderstack.com/learn/customer-data-platform-cdp/warehouse-native-architecture-operating-model/https://www.rudderstack.com/learn/customer-data-platform-cdp/warehouse-native-architecture-operating-model/447962595
10 Best Marketing Attribution Software Platforms for B2B ...https://www.revsure.ai/blog/best-marketing-attribution-software44196294
Best Marketing Attribution Software & Tools 2026https://www.ruleranalytics.com/blog/analytics/marketing-attribution-software/43995294
Best Customer Data Platforms (CDP) for E-Commerce Comparedhttps://maestra.io/blog/comparisons/best-customer-data-platforms426951494
https://www.reddit.com/r/u_ThoughtMetric/comments/1u2f13r/top_marketing_attribution_tools_for_ecommerce/https://www.reddit.com/r/u_ThoughtMetric/comments/1u2f13r/top_marketing_attribution_tools_for_ecommerce/472976496
https://www.reddit.com/r/dataengineering/comments/z0tps0https://www.reddit.com/r/dataengineering/comments/z0tps0472976496
Top 7 Customer Data Platforms (CDP) for Mid-Market Shopify Storeshttps://www.aimerce.ai/blogs/seo/top-7-customer-data-platforms-cdp-for-mid-market-shopify-stores33396194
9 Best Marketing Attribution Platforms for Startups in 2026https://www.cometly.com/post/marketing-attribution-platforms-for-startups32595394
https://hightouch.com/platform/composable-cdphttps://hightouch.com/platform/composable-cdp344962895
11 Best B2B Revenue Attribution Tools (2026): Pricing & Reviewshttps://www.heeet.io/blog/best-revenue-attribution-software-for-b2b-11-platforms-compared-202631695093
twilio.comhttps://www.twilio.com/en-us/blog/insights/compliance/data-compliance-cdp-privacy356973395
hockeystack.comhttps://www.hockeystack.com/342961694
Singular is the global best MMP for 2nd year running, say 1,636 marketershttps://www.singular.net/blog/global-best-mmp/34797894
How to choose the right Customer Data Platform (CDP) in 2026 How to choose the right CDP in 2026https://www.infobip.com/blog/best-customer-data-platforms34196995
nvecta.comhttps://www.nvecta.com/blog/best-marketing-attribution-software-2026/32095093
10 Best Enterprise Marketing Analytics & Attribution Platforms in 2026 — SegmentStreamhttps://segmentstream.com/blog/articles/top-enterprise-marketing-analytics-and-attribution-platforms31795994
Top Marketing Attribution Tools for SaaS Growth | Understoryhttps://www.understoryagency.com/blog/top-marketing-attribution-tools-saas-growth31395594
The Best Attribution Tools for B2B SaaS (And Why Most Teams Buy the Wrong One)https://www.a88lab.com/blog/attribution-tools-b2b-saas3394093
The best marketing attribution software in 2026https://www.rebrandly.com/blog/best-marketing-attribution-software354962395
What Is RudderStack? Features, Pricing & Alternatives | CDP.comhttps://cdp.com/articles/what-is-rudderstack/336963095
Best Marketing Attribution Salesforce Software 2026https://www.cometly.com/post/marketing-attribution-salesforce-software-03b0432595394
Top 5 Best CDP Recommendations and Selection Guide for ...https://www.leads-technologies.com/en/3194093
CDP Use Cases: 20+ Examples by Industry and Function (2026) | CDP.comhttps://cdp.com/basics/cdp-use-cases/336963095
Fibbler vs HockeyStack: Which B2B Attribution Platform Delivers Faster ROIhttps://www.fibbler.co/blog/fibbler-vs-hockeystack34096994
Customer Data Privacy and Security (CDP Best Practices) - CDP Institutehttps://www.cdpinstitute.org/cdp-institute/cdp-best-practices-for-maximizing-enterprise-value-customer-data-privacy-and-security/33395294
Customer data platforms: How CDPs work and what makes Adobe differenthttps://business.adobe.com/blog/basics/what-is-a-customer-data-platform382974996
15 Best Customer Data Platforms (CDPs) for 2026https://www.cience.com/blog/cdp-companies/334951295
https://developers.snowflake.com/wp-content/uploads/2024/10/Hightouch-Snowflake-Architecture-Diagram.pdfhttps://developers.snowflake.com/wp-content/uploads/2024/10/Hightouch-Snowflake-Architecture-Diagram.pdf351971595
https://www.cdpinstitute.org/wp-content/uploads/2024/10/RudderStack-2568-The-Identity-Resolution-Playbook.pdfhttps://www.cdpinstitute.org/wp-content/uploads/2024/10/RudderStack-2568-The-Identity-Resolution-Playbook.pdf33395294
https://info.measured.com/hubfs/Incrementality%20Measurement%20for%20Marketers%20Guide.pdfhttps://info.measured.com/hubfs/Incrementality%20Measurement%20for%20Marketers%20Guide.pdf34296093
https://www.reddit.com/r/MarketingOpsForSaaS/comments/1tbmk11/hightouch_vs_census_for_reverse_etl_into_ad/https://www.reddit.com/r/MarketingOpsForSaaS/comments/1tbmk11/hightouch_vs_census_for_reverse_etl_into_ad/372976496
https://www.reddit.com/r/MarketingOpsForSaaS/comments/1toxteo/what_segment_did_not_tell_us_during_the_cdp_demo/https://www.reddit.com/r/MarketingOpsForSaaS/comments/1toxteo/what_segment_did_not_tell_us_during_the_cdp_demo/372976496
https://www.reddit.com/r/dataengineering/comments/1gxykgqhttps://www.reddit.com/r/dataengineering/comments/1gxykgq372976496
https://www.reddit.com/r/u_admetrics/comments/1uedfhi/ga4_alternatives_for_ecommerce_brands_updated/https://www.reddit.com/r/u_admetrics/comments/1uedfhi/ga4_alternatives_for_ecommerce_brands_updated/372976496
https://www.reddit.com/r/u_ThoughtMetric/comments/1u9f5le/ga4_alternatives_for_ecommerce_brands_updated/https://www.reddit.com/r/u_ThoughtMetric/comments/1u9f5le/ga4_alternatives_for_ecommerce_brands_updated/372976496
https://en.wikipedia.org/wiki/RedTrackhttps://en.wikipedia.org/wiki/RedTrack380987697
https://www.reddit.com/r/analytics/comments/1obox06/question_for_datamarketing_teams/https://www.reddit.com/r/analytics/comments/1obox06/question_for_datamarketing_teams/372976496
https://www.reddit.com/r/analytics/comments/1ll2at9/how_many_people_actually_use_cdps/https://www.reddit.com/r/analytics/comments/1ll2at9/how_many_people_actually_use_cdps/372976496
CDP for Retail: Unifying In-Store and Digital Customer Data | CDP.comhttps://cdp.com/articles/cdp-for-retail/236963095
10 best white-label attribution software for agencieshttps://usermaven.com/blog/attribution-software-for-agencies229952495
Data Privacy Governance: 8 Best Practices (2026) | CDP.comhttps://cdp.com/articles/data-privacy-governance-best-practices/236963095
https://www.twilio.com/docs/segment/connections/reverse-etlhttps://www.twilio.com/docs/segment/connections/reverse-etl256973395
Footfall Attribution: Connect Ads to Store Visits | Olabihttps://www.olabi.ooo/blog/footfall-attribution-link-ads-offline-traffic/2394093
https://hightouch.com/docs/identity-resolution/overviewhttps://hightouch.com/docs/identity-resolution/overview244962895
https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#3https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#3258974395
https://docs.northbeam.io/docs/attribution-modelshttps://docs.northbeam.io/docs/attribution-models24195794
aimerce.aihttps://www.aimerce.ai/blogs/seo/top-7-first-party-data-platforms-cdp-for-shopify-plus-in-202623396194
hightouch.comhttps://hightouch.com/blog/best-enterprise-cdps244962895
attributionapp.comhttps://www.attributionapp.com/23195394
youtube.comhttps://www.youtube.com/watch?v=jjdbLfZfulk291997597
https://hightouch.com/platform/identity-resolutionhttps://hightouch.com/platform/identity-resolution244962895
Reverse ETL | CDP.comhttps://cdp.com/glossary/reverse-etl/236963095
dreamdata.iohttps://dreamdata.io/242962395
https://www.rudderstack.com/docs/https://www.rudderstack.com/docs/247962595
https://calibermind.com/https://calibermind.com/224961094
segmentstream.comhttps://segmentstream.com/blog/articles/klar-alternatives21795994
Shopify CDP guide: do you actually need one in 2026?https://www.ringly.io/blog/shopify-cdp22595594
Data Privacy and Compliance in Customer Data Platforms - Gleantaphttps://gleantap.com/data-privacy-and-compliance-in-customer-data-platforms/21995994
The 2026 Guide to Composable CDPs: Architecture, Timeline & Teamshttps://dataforest.ai/blog/composable-cdps220951294
Best Attribution Software For Agencies: 2026 Guidehttps://www.cometly.com/post/best-attribution-software-for-agencies22595394
Best Platforms for Attribution Trackinghttps://www.wizbrand.com/forum/d/408-best-platforms-for-attribution-tracking2494093
triplewhale.comhttps://www.triplewhale.com/blog/triple-whale-vs-northbeam247963894
9 Best Marketing Attribution Software for Agencies in 2026https://www.cometly.com/post/marketing-attribution-software-for-agencies22595394
Rockerbox vs Improvado: Marketing Attribution or Data Platform?https://improvado.io/blog/improvado-vs-rockerbox237962695
segmentstream.comhttps://segmentstream.com/blog/articles/best-warehouse-native-attribution-tools21795994
segmentstream.comhttps://segmentstream.com/21795994
https://www.forrester.com/report/the-forrester-wave-tm-customer-data-platforms-for-b2c-q3-2024/RES181370?web=1https://www.forrester.com/report/the-forrester-wave-tm-customer-data-platforms-for-b2c-q3-2024/RES181370?web=1257971895
conspireagency.comhttps://www.conspireagency.com/blogs/shopify/shopify-analytics-showdown-northbeam-vs-triple-whale-vs-elevar21695994
9 Best Revenue Operations Tools for B2B Teams in 2026https://lagrowthmachine.com/revenue-operations-tools/226961994
Marketing Operations: Build Scalable MarTech Systems That Growhttps://houseofmartech.com/blog/marketing-operations-building-scalable-martech-systems2394194
segmentstream.comhttps://segmentstream.com/blog/articles/best-b2b-marketing-attribution-software-tools21795994
https://www.ruleranalytics.com/https://www.ruleranalytics.com/23995294
Customer Data Platform (CDP) in Retail: Use Cases and Benefitshttps://www.dinmo.com/cdp/use-case-cdp/retail-cdp/21996194
Marketing Attribution & Performance Management: A Marketer’s Guidehttps://downloads.martech.org/MIR_2101_AttPredAna_landingpage.html?utm_source=sel&utm_medium=textlink&utm_campaign=intelligencereports25497994
Cometly | Marketing Attribution Softwarehttps://www.cometly.com/22595394
https://www.klaviyo.com/solutions/customer-data-platform/ecommerce-cdphttps://www.klaviyo.com/solutions/customer-data-platform/ecommerce-cdp267972695
sproutloud.comhttps://sproutloud.com/solutions/multi-location-marketing219961294
https://www.salesforce.com/ap/form/data-cloud-gartner-magic-quadrant/https://www.salesforce.com/ap/form/data-cloud-gartner-magic-quadrant/265973796
CDP Software: 6 Best Customer Data Platform Vendors Compared (2026)https://cdp.com/basics/cdp-vendors/?utm_source=chatgpt.com236963095
Amperity Named a Leader in 2025 IDC MarketScape for Retail Customer Data Platformshttps://martechseries.com/predictive-ai/ai-platforms-machine-learning/amperity-named-a-leader-in-2025-idc-marketscape-for-retail-customer-data-platforms/243963695
How to Navigate Data Privacy and Compliance with a CDP | CDP.comhttps://cdp.com/articles/data-privacy-compliance-cdp/236963095
10+ MarTech tools for a high-performing stack in 2026https://usermaven.com/blog/martech-tools229952495
https://www.twilio.com/en-us/products/connections/reverse-etlhttps://www.twilio.com/en-us/products/connections/reverse-etl256973395
Best Marketing Attribution Platform For Startups 2026https://www.cometly.com/post/marketing-attribution-platform-for-startups22595394
CDP vs Warehouse vs Native Integrations: A Decision Treehttps://www.wiredmessenger.com/blogs/cdp-vs-warehouse-vs-native-integrations22095093
Warehouse Native CDP Explained: How It Works in 2026https://www.nvecta.com/blog/warehouse-native-cdp-explained/22095093
Turning HubSpot With Scalable Attribution For Serious Growth Teamshttps://www.hubspot.com/startups/tech-stacks/sales-csx/multi-touch-attribution270973796
segmentstream.comhttps://segmentstream.com/blog/articles/best-multi-touch-attribution-software21795994
Best Multi-Touch Attribution Software for B2B Marketing Teams (2026 Guide)https://www.revsure.ai/blog/best-multi-touch-attribution-software-for-data-driven-marketing-teams-b2b-enterprise-guide24196294
Best Enterprise Customer Data Platforms (CDP) in 2026 | Coworker AIhttps://coworker.ai/blog/enterprise-customer-data-platforms226952694
Top Marketing Attribution Tools in 2025https://site.marketerhire.com/blog/marketing-attribution-tools23096093
Best Marketing Attribution Platforms Comparison 2026https://www.cometly.com/post/marketing-attribution-platforms-comparison22595394
9 Bizible Competitors for B2B Marketing Attribution in 2026https://improvado.io/blog/bizible-competitors237962695
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https://tealium.com/platform/cdp-overview/https://tealium.com/platform/cdp-overview/253974495
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https://en.wikipedia.org/wiki/Funnel_%28software%29https://en.wikipedia.org/wiki/Funnel_%28software%29280987697
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Multi-Touch Attribution in Salesforce: What It Is and Why You Need Ithttps://www.cyfunolabs.com/2025/08/22/multi-touch-attribution-salesforce/1795292
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Shopify - Lytics Customer Data Platform (CDP)https://www.lytics.com/solutions/shopify/14196194
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Jitsu VPS Docker | One-Click Open-Source CDPhttps://www.hostinger.com/applications/jitsu161974895
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snowplow.iohttps://snowplow.io/blog/what-is-data-management137963495
CDP Schema Registry Strategy for Governable Event Contractshttps://www.pathtoproject.com/blog/20260429-cdp-schema-registry-for-event-governance1594494
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IDC MarketScape: Worldwide Customer Analytics Applications 2025 Vendor Assessmenthttps://my.idc.com/getdoc.jsp?containerId=US52040525&pageType=PRINTFRIENDLY151973595
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Partners - Treasure Datahttps://www.treasuredata.com/resources/agency-outreach/143961394
Identity Resolution Is the Foundation of Revenue Integrity - DevriXhttps://devrix.com/tutorial/revenue-integrity/135963195
Best Multi-Touch Attribution Tools for B2B Enterpriseshttps://predictableprofits.com/best-multi-touch-attribution-tools-for-b2b-enterprises/122951594
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GDPR Compliance for Mobile Apps (2026): Consent, SDKs, and Practical Implementation | Secure Privacy Bloghttps://secureprivacy.ai/blog/gdpr-compliance-mobile-apps138962795
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Adsquare launches attribution dashboard with real-time insightshttps://ppc.land/adsquare-launches-attribution-dashboard-with-real-time-insights/138963295
Tealium Vs. mParticle CDP - Everything You Need to Knowhttps://tealium.com/tealium-vs-mparticle-cdp/153974495
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CDP + Loyalty Platform Integration: A Practical Guide for Retail & DTC - All-in-One Loyalty & Customer Intelligence Software to Enhance Customer Experiencehttps://cxforge.com/blog/cdp-loyalty-platform-integration11095094
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Wicked Reports Platform Overview: eCommerce Attribution ...https://www.wickedreports.com/platform-overview13395894
Identity Resolution is a Core CDP Functionality - Redpoint Globalhttps://www.redpointglobal.com/blog/identity-resolution-is-a-core-cdp-functionality/13196094
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Amperity's Revolutionary Approach to Enterprise-Scale Matchinghttps://amperity.com/blog/amperitys-revolutionary-approach-to-enterprise-scale-matching126952195
Recommending Pieces for Your Modern CDP Stackhttps://amplitude.com/blog/recommending-pieces-modern-cdp153974396
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Claude Code for Regulated Industries: VPC and Audit Logshttps://www.getmaxim.ai/articles/claude-code-for-regulated-industries-vpc-and-audit-logs/12596995
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CQL Launches POS360° to Unify Online & In-Store Data between Shopify POS and Bloomreachhttps://www.advfn.com/stock-market/stock-news/97596478/cql-launches-pos360-to-unify-online-in-store-da130961295
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Clutch Has Integrated With Shopify to Power CDP, AI Loyalty, and Retention Marketing for Omnichannel Retailershttps://investor.wedbush.com/wedbush/article/accwirecq-2025-3-24-clutch-has-integrated-with-shopify-to-power-cdp-ai-loyalty-and-retention-marketing-for-omnichannel-retailers12295995
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mparticle.comhttps://docs.mparticle.com/integrations/amplitude/event/144962295
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Northbeamhttps://encyphers.com/partner/northbeam11495994
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Marketing Performance Platform | Exactag MTA, MMM & morehttps://exactag.com/?utm_source=F6S&utm_medium=organic&utm_campaign=domain_clicked133963495
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Customer Data Platform for B2B Marketing Growth and Drive ROIhttps://www.unboundb2b.com/blog/how-customer-data-platform-b2b-marketing/12495294
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Marketing Attribution Softwarehttps://www.capterra.co.uk/directory/31081/marketing-attribution/software?countries[]=AU&features[]=ROI+Tracking&overall_rating_ge=213395894
Tealium recognized as a Leader once again in Gartner® Magic Quadrant™ for CDPshttps://tealium.com/press-releases/2025-gartner-magic-quadrant-cdps/?utm_medium=pr&utm_source=tealium&utm_campaign=0224-global-gartner-mq&utm_term=cdp&gclid=cj0kcqjwrp-3bhdgarisaewj6sxpfihvw1gbfncfl9zwxaijhpfps1cy4nfyumqulx05zk6lnwqd5imaajhmealw_wcb153974495
https://support.mparticle.com/hc/en-us/articles/11368203939341-Privacy-Data-Securityhttps://support.mparticle.com/hc/en-us/articles/11368203939341-Privacy-Data-Security14496795
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Treasure Data CDP | Salesforce Trailblazer Communityhttps://trailhead.salesforce.com/trailblazer-community/feed/0D54S00000NFb0YSAT165973595
https://evidnt.co/https://evidnt.co/1395094
Blueshift Announces e-Commerce Accelerator Plan with Native Shopify Apphttps://markets.businessinsider.com/news/stocks/blueshift-announces-e-commerce-accelerator-plan-with-native-shopify-app-1033825143162974195
https://www.shuttergen.com/research/triplewhale-deep-divehttps://www.shuttergen.com/research/triplewhale-deep-dive11296094
Top Customer Data Platforms (CDP) for Shopify in 2026https://slashdot.org/software/customer-data-platforms-cdp/for-shopify/150974396
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Roasberry - Multi Touch Attribution & Analytics | Shopify 应用商店https://apps.shopify.com/roasberry?locale=zh-CN&preferred_listing_locale=en&surface_detail=marketing-and-conversion-advertising-advertising-other&surface_inter_position=1&surface_intra_position=9&surface_type=category&surface_version=redesign#adp-details-section182975696
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https://www.attributionapp.com/pricing/https://www.attributionapp.com/pricing/13195394
Data Ingestion Design Patterns-01: Batch, Streaming & CDC — A Practical Guide 🚀 | by Aakeef | Mediumhttps://medium.com/@sanaakeef/data-ingestion-design-patterns-batch-streaming-cdc-a-practical-guide-30867b49de33174976897
https://en.wikipedia.org/wiki/Graviteehttps://en.wikipedia.org/wiki/Gravitee180987697
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Circana Launches Liquid Activation Solution to Help Marketers Build and Activate Purchase-Based Audiences in Minuteshttps://www.circana.com/post/circana-launches-liquid-activation-solution-to-help-marketers-build-and-activate-purchase-based-audi14496694
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https://www.rudderstack.com/integration/https://www.rudderstack.com/integration/147962595
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https://help.daasity.com/https://help.daasity.com/12795894
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CDP Institute Round Tables February 2025https://www.cdpinstitute.org/cdp-institute/cdp-institute-round-tables-february-2025/13395294
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ZoomInfo Operationshttps://www.zoominfo.com/products/operations?hubs_content=blog.hubspot.com/sales/ai-crm-benefits&hubs_content-cta=maintain-clean-and-consistent-crm-data149971795
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https://trueprivacy.io/https://trueprivacy.io/1092092
Azira Wins ‘Best Location Based Marketing Platform’ Award for Redefining How Marketers Reach Consumershttps://www.businesswire.com/news/home/20250814476874/en/Azira-Wins-Best-Location-Based-Marketing-Platform-Award-for-Redefining-How-Marketers-Reach-Consumers161972895
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Northbeam vs Triple Whale: Which Wins 2025? - Dario Markovichttps://dariomarkovic.com/northbeam-vs-triple-whale1895394
https://www.bloomreach.com/en/blog/shopifypos360https://www.bloomreach.com/en/blog/shopifypos360141961195
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https://www.revsure.ai/pricinghttps://www.revsure.ai/pricing14196294
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https://docs.tealium.com/server-side/data-sources/https://docs.tealium.com/server-side/data-sources/153972695
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https://customer.io/learn/integrations/customer-data-platform-guidehttps://customer.io/learn/integrations/customer-data-platform-guide143963595
attributionapp.comhttps://www.attributionapp.com/multi-touch-attribution-software/13195394
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https://www.leandata.com/blog/account-based-marketing/https://www.leandata.com/blog/account-based-marketing/13295494
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AWS Marketplace: UST Retail Media Network: Shopper Data and Retail Media Platformhttps://aws.amazon.com/marketplace/pp/prodview-mo6xynlbxazji?sr=0-16&ref_=beagle&applicationId=AWSMPContessa177976196
Connecting Clicks to Footsteps: A Retailer’s Guide to Store Visit Attribution - dataplorhttps://www.dataplor.com/resources/blog/retailers-guide-store-visit-attribution/11495194
https://inmarket.com/inmarket-extends-award-winning-sales-attribution-and-measurement-solution-to-consumer-packaged-goods-cpg/https://inmarket.com/inmarket-extends-award-winning-sales-attribution-and-measurement-solution-to-consumer-packaged-goods-cpg/143963595
Blueshift Launches Shopify App Integrationhttps://www.cdpinstitute.org/news/blueshift-launches-shopify-app-integration/13395294
https://docs.northbeam.io/docs/add-ordershttps://docs.northbeam.io/docs/add-orders14195794
Shopify integration and data source for Ortto CDPhttps://ortto.com/integrations/shopify/132952895
https://support.sas.com/en/software/customer-intelligence-support.htmlhttps://support.sas.com/en/software/customer-intelligence-support.html147972795
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https://ecosystem.hubspot.com/marketplace/listing/junehttps://ecosystem.hubspot.com/marketplace/listing/june170973895
API governance in an event-driven world - Tyk API Gatewayhttps://tyk.io/blog/api-governance-in-an-event-driven-world/128952395
https://www.rockerbox.com/data-warehousinghttps://www.rockerbox.com/data-warehousing142961095
Composable vs. Real-time CDPs: Why You Don’t Have to Choose Anymorehttps://tealium.com/blog/cloudstream/composable-vs-real-time-cdps-why-you-dont-have-to-choose-anymore/?utm_campaign=EMEA_Brand&utm_term=b_tealium&gclid=Cj0KCQjwndHEBhDVARIsAGh0g3C9V0WVVIZtBdn6TJE7ExZvAIm2tW9l6XbOzfPl4Ukoy__rmbPXSj8aAp1REALw_wcB153974495
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https://cleot.com/https://cleot.com/1093092
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https://static1.twilio.com/en-us/products/engagehttps://static1.twilio.com/en-us/products/engage15697093
vezadigital.comhttps://www.vezadigital.com/post/best-b2b-ai-analytics-tools123951094
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https://revealmobile.com/https://revealmobile.com/121951494
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Wicked Reports - Features, Reviews & Pricing (March 2026)https://www.saasworthy.com/product/wicked-reports13795494
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https://www.optimizely.com/products/data-platformhttps://www.optimizely.com/products/data-platform163972295
Turn HubSpot into an ROI Engine — Multi-Touch Attributionhttps://www.hubspot.com/startups/tech-stacks/sales-csx/multi-touch-attribution?utm_source=rss&utm_medium=rss&utm_campaign=performance-marketing-challenges170973796
https://attributer.io/https://attributer.io/121951894
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https://snowplow.io/blog/tracking-with-snowplowhttps://snowplow.io/blog/tracking-with-snowplow137963495
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The Ultimate Guide to Key Developer Questions for Salesforce CDPhttps://moldstud.com/articles/p-the-ultimate-guide-to-key-developer-questions-for-salesforce-cdp130953095
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https://analyticpartners.com/?utm_source=openaihttps://analyticpartners.com/?utm_source=openai132962395
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Model Comparison

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Full Results

All recommended domains

Every domain the AI models recommended in web-search fanout runs for Martech CDP Attribution Software across all personas, ranked by the influence-weighted score from the Score chart above, with each domain's link authority from the Common Crawl web graph. Click a domain for its site profile.

DomainScoreAppearances% of QueriesDomain PRDomain HCHost PRHost HC
segment.com31.3356.458974395
hightouch.com19.7254.544962895
salesforce.com17.3122.265973796
dreamdata.io13.9244.442962395
triplewhale.com12.4132.447963894
tealium.com11.1244.453974495
hockeystack.com10.6213.842961694
rudderstack.com9.4152.747962595
adobe.com9.1152.782974595
treasuredata.com7.2183.343961394
rockerbox.com6.8122.242961095
cometly.com6.6162.92595394
mparticle.com6.4173.14496694
business.adobe.com5.240.7004996
getboone.com4.010.2092492
birdzi.com4.010.2795594
northbeam.io4.091.64195694
onetrust.com3.230.562972995
amplitude.com2.861.153974396
factors.ai2.7101.841961094
bloomreach.com2.571.341961195
klaviyo.com2.561.167972695
imaginuity.com2.310.21495094
hubspot.com2.081.570973796
calibermind.com2.081.524961094
heeet.io1.830.51695093
lexer.io1.630.52295794
funnel.io1.650.944963695
attributer.io1.410.221951894
twilio.com1.330.556973395
actioniq.com1.3101.846961294
revsure.ai1.340.74196294
attributionapp.com1.271.33195394
snowplow.io1.250.937963495
ketch.com1.020.43296594
voyado.com1.010.228952194
getcensus.com0.930.543961594
hyperlocology.com0.920.4595493
ruleranalytics.com0.891.63995294
improvado.com0.810.2092092
snipp.com0.810.22395094
mixpanel.com0.750.951974796
treasure.ai0.710.22395194
fullcircleinsights.com0.740.72095995
posthog.com0.650.950964295
segmentstream.com0.671.31795994
foursquare.com0.620.454975196
oracle.com0.630.572973295
amperity.com0.640.726952195
piwik.pro0.620.444963495
measured.com0.630.54296694
northbeam.com0.620.4194094
demandbase.com0.630.54797994
census.com0.530.5095092
venuex.io0.510.228961094
polaranalytics.com0.420.42295194
6sense.com0.440.746973995
blueconic.com0.420.43796194
zoominfo.com0.410.249971795
peq.ai0.410.2093093
appsflyer.com0.320.454972494
bizible.com0.340.74796394
blueshift.com0.320.432952395
lytics.com0.320.44196194
fibbler.co0.310.24096994
databricks.com0.320.450973295
leadspace.com0.310.22796194
fivetran.com0.310.241962895
inmarket.com0.310.243963595
daasity.com0.310.22795294
snowflake.com0.320.451972295
transcend.io0.320.447972895
peelinsights.com0.320.42295093
redpointglobal.com0.330.53196094
treasure-data.com0.310.21295094
openprise.com0.310.2094091
revealmobile.com0.210.221951494
leandata.com0.210.23295494
june.so0.210.222951395
heap.io0.210.241953295
rebrandly.com0.210.254962395
opensend.com0.210.235951294
gartner.com0.210.261972495
sproutloud.com0.220.419961294
syntasa.com0.210.21596094
clerk.io0.210.233951995
customer.io0.220.443963595
singular.net0.220.44797894
snowplowanalytics.com0.210.234963495
radar.com0.210.235952295
decentriq.com0.220.42195594
shoppermotion.com0.210.2494294
sas.com0.210.247971295
atribu.app0.210.20000
hyros.com0.220.427961695
uniphore.com0.210.24595494
terminus.com0.210.242962395
optimove.com0.220.440961194
windsor.ai0.220.441962395
wickedreports.com0.220.43395894
yotpo.com0.110.254971994
supermetrics.com0.110.243963895
sourcetag.io0.110.20000
marketingplatform.google.com0.110.20000
localiq.com0.110.246974295
improvado.io0.130.537962695
insiderone.com0.110.240952795
census.dev0.110.2295094
socialmedia.soci.ai0.110.20000
customerlabs.com0.110.222951795
shopify.com0.110.282976596
extra360.io0.110.21095594
analyticpartners.com0.110.232962395
precisely.com0.110.23996394
braze.com0.120.446961494
whatconverts.com0.110.22795694
branch.io0.110.257963595
mammoth.io0.110.212951094
firsthive.com0.110.21595394
crealytics.com0.110.223963095
celebrus.com0.110.22195094
usermaven.com0.110.229952495
securiti.ai0.110.240963295
analytics.google.com0.110.20000
roasberry.com0.110.2094091
marketo.com0.110.253961894
g2.com0.110.259972995
adsquare.com0.110.231952394
upstackdata.com0.110.22295193
switchboard-software.com0.110.21295794
layerfive.com0.110.21395695
cuebiq.com0.110.234963394
snowplow.com0.110.2094094
growthloop.com0.110.22496594
ruler.io0.110.2094093
piwikpro.com0.110.225951294
getbruin.com0.110.21195795
simondata.com0.110.22595194
onspotdata.com0.110.21395193
fospha.com0.110.243951694
jitsu.com0.010.221951394
hightouch.io0.010.225951695
prescientai.com0.010.218951294
aimerce.ai0.010.23396194
ablecdp.com0.010.21995093
multiwoven.com0.010.2694092
encharge.io0.010.231952395
usercentrics.com0.010.258965396
leadsrx.com0.010.224963095
admetrics.io0.010.223962095
adbeacon.com0.010.21495092
ruler-analytics.com0.010.2093093
growthloop.io0.010.219401
tealum.com0.010.20000
klar.co0.010.20000
zeotap.com0.010.249963395
marsello.com0.010.23195794
marketo.adobe.com0.010.200093
dinmo.com0.010.21996194
blueshift.ai0.010.20000
olabi.ooo0.010.2394093
161 domainsAll results shown