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Martech CDP Attribution Software

Demand Gen Director

LLM Search+Fanout Visibility
Dominant · Search Engine Appearances ρ=0.316

AI recommendation signal analysis across 253 domains for the Demand Gen Director persona in Martech CDP Attribution Software.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
253Domains Tracked
1.7MReddit Posts
2,188Wikipedia Articles
1.7MOpen Web Matches
Demand Gen Director_persona.report
DomainScore
dreamdata.io
8.4
business.adobe.com
4.3
hockeystack.com
3.3
factors.ai
1.3
calibermind.com
1.2
Want a custom AI visibility audit for Martech CDP Attribution Software?

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.

Get in touch
About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
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 Demand Gen Director queries, 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 Demand Gen Director fanout queries, aggregated by how often each URL was cited. Filtered by the model checkboxes above.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
11 Best B2B Revenue Attribution Tools (2026): Pricing & Reviewshttps://www.heeet.io/blog/best-revenue-attribution-software-for-b2b-11-platforms-compared-202621695093
https://www.factors.ai/blog/multi-touch-attribution-tools-platforms-software-guidehttps://www.factors.ai/blog/multi-touch-attribution-tools-platforms-software-guide241961094
https://orm-tech.com/blog/best-marketing-attribution-software/https://orm-tech.com/blog/best-marketing-attribution-software/2795694
https://www.fibbler.co/blog/b2b-marketing-attribution-softwarehttps://www.fibbler.co/blog/b2b-marketing-attribution-software24096994
gartner.comhttps://www.gartner.com/reviews/market/b2b-multitouch-attribution-tools261972495
hockeystack.comhttps://www.hockeystack.com/blog-posts/best-marketing-attribution-software242961694
Best Marketing Attribution Salesforce Software 2026https://www.cometly.com/post/marketing-attribution-salesforce-software-03b0422595394
https://business.adobe.com/products/marketo/marketo-measure.htmlhttps://business.adobe.com/products/marketo/marketo-measure.html282974996
https://www.revsure.ai/blog/best-marketing-attribution-softwarehttps://www.revsure.ai/blog/best-marketing-attribution-software24196294
https://www.a88lab.com/blog/attribution-tools-b2b-saashttps://www.a88lab.com/blog/attribution-tools-b2b-saas2394093
12 Best Multi-Touch Attribution Solutions (2026)https://improvado.io/blog/multi-touch-attribution-solutions237962695
https://metaflow.life/blog/best-multi-touch-attribution-tools-for-b2bhttps://metaflow.life/blog/best-multi-touch-attribution-tools-for-b2b2794494
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
https://www.understoryagency.com/blog/top-marketing-attribution-tools-saas-growthhttps://www.understoryagency.com/blog/top-marketing-attribution-tools-saas-growth11395594
Dreamdata | B2B Attribution Platform for Marketershttps://dreamdata.io/home?utm_source=openai142962395
https://orm-tech.com/blog/best-marketing-attribution-softwarehttps://orm-tech.com/blog/best-marketing-attribution-software1795694
AI GTM - B2B Revenue Data Intelligence Platform | HockeyStackhttps://www.hockeystack.com/?utm_source=openai142961694
reddit.comhttps://www.reddit.com/r/LinkedinAds/comments/1998686/lead_nurturing_best_practice_guides/172976496
https://www.saashero.net/content/top-b2b-marketing-attribution-software/https://www.saashero.net/content/top-b2b-marketing-attribution-software/11295093
Factors.ai: The AI ABM and Marketing Attribution Platform For GTM Teamshttps://www.factors.ai/?utm_source=openai141961094
https://www.fullcircleinsights.com/resource/hubspot-vs-salesforcehttps://www.fullcircleinsights.com/resource/hubspot-vs-salesforce12095995
Marketing Attribution Software for Salesforcehttps://www.fullcircleinsights.com/?utm_source=openai12095995
g2.comhttps://www.g2.com/products/factors-ai/reviews159972995
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-guide14196294
https://segmentstream.com/blog/articles/top-attribution-tools-for-salesforcehttps://segmentstream.com/blog/articles/top-attribution-tools-for-salesforce11795994
CaliberMind | Multi-Touch Attribution & GTM Intelligence Platformhttps://calibermind.com/?utm_source=openai124961094
salesforce.comhttps://appexchange.salesforce.com/appxListingDetail?listingId=a0N3A00000Ecv08UAB165974296
15 Best Marketing Attribution Software in 2026 - Reviewed & Rankedhttps://www.heeet.io/blog/15-best-multi-touch-marketing-attribution-platforms-in-2026-compared-in-depth11695093
https://www.g2.com/discussions/best-account-level-reporting-software-for-marketing-roihttps://www.g2.com/discussions/best-account-level-reporting-software-for-marketing-roi159972995
ABM Platform for B2B Sales & Marketing Success | Demandbasehttps://www.demandbase.com/?utm_source=openai14797994
salesforce.comhttps://appexchange.salesforce.com/appxListingDetail?listingId=a0N3A00000GAZGYUA5165974296
https://directiveconsulting.com/blog/6-of-the-best-demand-generation-tools-for-b2b-marketers/https://directiveconsulting.com/blog/6-of-the-best-demand-generation-tools-for-b2b-marketers/129952295
6sense - The ABM Platform Powered by Revenue Intelligencehttps://6sense.com/?utm_source=openai146973995
youtube.comhttps://www.youtube.com/watch?v=jjdbLfZfulk191997597
CDP Software: 6 Best Customer Data Platform Vendors Compared (2026) | CDP.comhttps://cdp.com/basics/cdp-vendors/136963095
https://www.spectaclehq.com/blog/bizizble-alternative-modern-options-b2b-marketing-attribution-analyticshttps://www.spectaclehq.com/blog/bizizble-alternative-modern-options-b2b-marketing-attribution-analytics1995093
Unified Marketing Measurement, Attribution & AI | Ruler Analyticshttps://www.ruleranalytics.com/?utm_source=openai13995294
https://www.cometly.com/post/revenue-attribution-software-for-b2bhttps://www.cometly.com/post/revenue-attribution-software-for-b2b12595394
segmentstream.comhttps://segmentstream.com/11795994
https://www.cometly.com/post/b2b-attribution-softwarehttps://www.cometly.com/post/b2b-attribution-software12595394
Multi-Touch Attribution Reporting - A Deeper Divehttps://blog.hubspot.com/customers/multi-touch-attribution-reporting?utm_source=openai170975496
https://www.attributionapp.com/blog/multi-touch-attribution-for-salesforce-is-here/https://www.attributionapp.com/blog/multi-touch-attribution-for-salesforce-is-here/13195394
youtube.comhttps://www.youtube.com/watch?v=1wCIUEGplrM191997597
https://improvado.io/blog/salesforce-marketing-attributionhttps://improvado.io/blog/salesforce-marketing-attribution137962695
sourceforge.nethttps://sourceforge.net/software/compare/CaliberMind-vs-rampmetrics/165975996
https://www.gartner.com/reviews/market/b2b-marketing-attribution-softwarehttps://www.gartner.com/reviews/market/b2b-marketing-attribution-software161972495
https://hockeystack.com/blog/https://hockeystack.com/blog/142961694
https://dreamdata.io/bloghttps://dreamdata.io/blog142962395
https://gitnux.org/best/b2b-marketing-attribution-software/https://gitnux.org/best/b2b-marketing-attribution-software/146963795
https://www.g2.com/categories/marketing-attributionhttps://www.g2.com/categories/marketing-attribution159972995
https://improvado.io/blog/bizible-competitorshttps://improvado.io/blog/bizible-competitors137962695
https://appexchange.salesforce.com/https://appexchange.salesforce.com/165974296
https://www.factors.ai/bloghttps://www.factors.ai/blog141961094
https://syntermedia.ai/blog/best-multi-touch-attribution-softwarehttps://syntermedia.ai/blog/best-multi-touch-attribution-software1595594
https://adobe.com/products/marketo/marketo-measurehttps://adobe.com/products/marketo/marketo-measure182974595
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
9 Best Marketing Attribution Software for B2B (2026) | ORMhttps://orm-tech.com/blog/best-marketing-attribution-software/2795694
11 Best B2B Revenue Attribution Tools (2026): Pricing & Reviewshttps://www.heeet.io/blog/best-revenue-attribution-software-for-b2b-11-platforms-compared-202621695093
hockeystack.comhttps://www.hockeystack.com/blog-posts/best-marketing-attribution-software242961694
Multi-Touch Attribution Tools & Platforms for B2B Marketershttps://www.factors.ai/blog/multi-touch-attribution-tools-platforms-software-guide241961094
fibbler.cohttps://www.fibbler.co/blog/b2b-marketing-attribution-software24096994
gartner.comhttps://www.gartner.com/reviews/market/b2b-multitouch-attribution-tools261972495
18 Best Multi-Touch Attribution Tools for B2B Marketershttps://metaflow.life/blog/best-multi-touch-attribution-tools-for-b2b2794494
12 Best Multi-Touch Attribution Solutions (2026)https://improvado.io/blog/multi-touch-attribution-solutions237962695
The Best Attribution Tools for B2B SaaS (And Why Most Teams Buy the Wrong One)https://www.a88lab.com/blog/attribution-tools-b2b-saas2394093
10 Best Marketing Attribution Software Platforms for B2B ...https://www.revsure.ai/blog/best-marketing-attribution-software24196294
Best B2B Attribution Software Tools & Platforms 2026https://www.cometly.com/post/b2b-attribution-software22595394
9 Best Revenue Attribution Software For B2b In 2026https://www.cometly.com/post/revenue-attribution-software-for-b2b22595394
9 Best B2b Marketing Attribution Platforms 2026 Guidehttps://www.cometly.com/post/b2b-marketing-attribution-platform22595394
Best Marketing Attribution Salesforce Software 2026https://www.cometly.com/post/marketing-attribution-salesforce-software-03b0422595394
10 Best Marketing Attribution Tools for Salesforce in 2026https://segmentstream.com/blog/articles/top-attribution-tools-for-salesforce21795994
HubSpot vs. Salesforce: Which One Gives B2B Marketers Better Attribution?https://www.fullcircleinsights.com/resource/hubspot-vs-salesforce12095995
https://revops.tools/bizible/https://revops.tools/bizible/1395194
15 Best Marketing Attribution Software in 2026 - Reviewed & Rankedhttps://www.heeet.io/blog/15-best-multi-touch-marketing-attribution-platforms-in-2026-compared-in-depth11695093
Dreamdata Alternative - KISSmetrics Comparison (2026)http://www.kissmetrics.io:3000/compare/dreamdata14696394
https://www.hockeystack.com/https://www.hockeystack.com/142961694
Salesforce Attribution: Multi-Touch for Salesforce is Herehttps://www.attributionapp.com/blog/multi-touch-attribution-for-salesforce-is-here/13195394
Measurement, Sharing Tools Resurface At Adobe, LinkedIn, Others: AI Citedhttps://www.mediapost.com/publications/article/403577/measurement-sharing-tools-resurface-at-adobe-lin.html?edition=13752214996794
https://www.ruleranalytics.com/salesforce-crm-marketing-attribution/https://www.ruleranalytics.com/salesforce-crm-marketing-attribution/13995294
9 Bizible Competitors for B2B Marketing Attribution in 2026https://improvado.io/blog/bizible-competitors137962695
reddit.comhttps://www.reddit.com/r/LinkedinAds/comments/1998686/lead_nurturing_best_practice_guides/172976496
Top Multi-Touch Attribution Tools for B2B SaaS | Understoryhttps://www.understoryagency.com/blog/multi-touch-attribution-tools-saas11395594
https://insentric.com/https://insentric.com/1695293
Strengthening Marketing Attribution Across the Funnel at BlueSnap powered by Payrochttps://scholars.unh.edu/business_analytics/7/143962295
https://help.factors.ai/en/articles/9026912-account-intelligence-in-factors-aihttps://help.factors.ai/en/articles/9026912-account-intelligence-in-factors-ai14196794
Set Up the Multi-Touch Attribution Apphttps://help.salesforce.com/s/articleView?id=mktg.dato_market_mta_setup.htm&language=en_US&type=5165974496
g2.comhttps://www.g2.com/products/factors-ai/reviews159972995
Top Marketing Attribution Tools for SaaS Growth | Understoryhttps://www.understoryagency.com/blog/top-marketing-attribution-tools-saas-growth11395594
https://calibermind.com/https://calibermind.com/124961094
Best Marketing Attribution Tools For B2b 2026 Tipshttps://www.cometly.com/post/marketing-attribution-tools-for-b2b12595394
salesforce.comhttps://appexchange.salesforce.com/appxListingDetail?listingId=a0N3A00000Ecv08UAB165974296
B2B Marketing Attribution in 2026: The Complete Guide to Multi-Touch, MMM, and Method Stackinghttps://improvado.io/blog/b2b-marketing-attribution137962695
Bizible vs. HockeyStack vs. ZoomInfo [June 2026]https://pipeline.zoominfo.com/sales/bizible-vs-hockeystack149973195
https://www.sona.com/https://www.sona.com/11895293
salesforce.comhttps://appexchange.salesforce.com/appxListingDetail?listingId=a0N3A00000GAZGYUA5165974296
Data & Analyticshttps://www.jtfmarketing.co/services/data-analytics/11295092
https://www.factors.ai/https://www.factors.ai/141961094
youtube.comhttps://www.youtube.com/watch?v=jjdbLfZfulk191997597
Turning HubSpot With Scalable Attribution For Serious Growth Teamshttps://www.hubspot.com/startups/tech-stacks/sales-csx/multi-touch-attribution170973796
https://www.ruleranalytics.com/https://www.ruleranalytics.com/13995294
Multi-Touch Attribution Apphttps://help.salesforce.com/s/articleView?id=mktg.dato_market_mta.htm&language=en_US&type=5165974496
segmentstream.comhttps://segmentstream.com/11795994
9 Best Marketing Attribution Software for B2B (2026) | ORMhttps://orm-tech.com/blog/best-marketing-attribution-software1795694
https://business.adobe.com/products/marketo/bizible.htmlhttps://business.adobe.com/products/marketo/bizible.html182974996
youtube.comhttps://www.youtube.com/watch?v=1wCIUEGplrM191997597
B2B Marketing Automation: Improving Your Tools & Tacticshttps://www.stackadapt.com/resources/blog/b2b-marketing-automation-tools-tactics151963094
https://revops.tools/hockeystack/https://revops.tools/hockeystack/1395194
Integrating 6sense and CaliberMind | CaliberMind Knowledge Base and Docshttps://docs.calibermind.com/onboarding/integrating-6sense-and-calibermind/12496294
sourceforge.nethttps://sourceforge.net/software/compare/CaliberMind-vs-rampmetrics/165975996
Marketo Measure: B2B Multi-Touch Marketing Attribution Tool | Adobe Indiahttps://business.adobe.com/in/products/marketo/marketo-measure.html182974996
https://blog.hubspot.com/customers/multi-touch-attribution-reportinghttps://blog.hubspot.com/customers/multi-touch-attribution-reporting170975496
Top B2B Marketing Attribution Software: 2026 Expert Review - SaaS Herohttps://www.saashero.net/content/top-b2b-marketing-attribution-software/11295093
https://segmentstream.com/blog/articles/best-b2b-marketing-attribution-software-toolshttps://segmentstream.com/blog/articles/best-b2b-marketing-attribution-software-tools11795994
Multi-Touch Attribution in Salesforce: What It Is and Why You Need Ithttps://www.cyfunolabs.com/2025/08/22/multi-touch-attribution-salesforce/1795292
Marketing Operations: Build Scalable MarTech Systems That Growhttps://houseofmartech.com/blog/marketing-operations-building-scalable-martech-systems1394194
https://ecosystem.hubspot.com/marketplace/listing/dreamdatahttps://ecosystem.hubspot.com/marketplace/listing/dreamdata170973895
Rockerbox vs Improvado: Which Is Right for Enterprise Marketing Teams? (2026)https://improvado.io/blog/improvado-vs-rockerbox137962695
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-guide14196294
RevSure.ai Achieves 350% YoY Growth, Expands Enterprise Adoption for AI-Powered Full-Funnel Attributionhttps://journalofcyberpolicy.com/revsure-ai-achieves-350-yoy-growth-expands-enterprise-adoption-for-ai-powered-full-funnel-attribution/118951194
https://6sense.com/llm-info/https://6sense.com/llm-info/146973995
Marketo Measure: B2B Multi-Touch Marketing Attribution Toolhttps://business.adobe.com/products/marketo/marketo-measure.html182974996
Best Marketing Attribution Platforms Comparison 2026https://www.cometly.com/post/marketing-attribution-platforms-comparison12595394
Bizible vs. Dreamdata vs. ZoomInfo [June 2026]https://pipeline.zoominfo.com/sales/bizible-vs-dreamdata149973195
https://www.fullcircleinsights.com/https://www.fullcircleinsights.com/12095995
Run the Multi-Touch Attribution Apphttps://help.salesforce.com/s/articleView?id=sf.dato_market_mta_run.htm&language=en_US&type=5165974496
CDP Software: 6 Best Customer Data Platform Vendors Compared (2026) | CDP.comhttps://cdp.com/basics/cdp-vendors/136963095
Customer Data Platform for B2B Marketing Growth and Drive ROIhttps://www.unboundb2b.com/blog/how-customer-data-platform-b2b-marketing/12495294
https://www.demandbase.com/https://www.demandbase.com/14797994
Account-Based Analytics - Best account-level reporting software for marketing ROI | G2https://www.g2.com/discussions/best-account-level-reporting-software-for-marketing-roi159972995
https://6sense.com/https://6sense.com/146973995
Best B2B SaaS Marketing Analytics Platforms 2026 Guide - SaaS Herohttps://www.saashero.net/competitor/best-b2b-saas-marketing-analytics/11295093
https://www.attributionapp.com/plans/salesforce/https://www.attributionapp.com/plans/salesforce/13195394
CDP Institute Round Tables February 2025https://www.cdpinstitute.org/cdp-institute/cdp-institute-round-tables-february-2025/13395294
https://www.hockeystack.com/teamshttps://www.hockeystack.com/teams142961694
Best Multi-Touch Attribution Software 2026: Complete Comparison ...https://syntermedia.ai/blog/best-multi-touch-attribution-software1595594
6 of the Best Demand Generation Tools for B2B Marketers - Directivehttps://directiveconsulting.com/blog/6-of-the-best-demand-generation-tools-for-b2b-marketers/#content129952295
https://docs.calibermind.com/education/how-is-caliber-mind-different-from-my-crm-attribution/https://docs.calibermind.com/education/how-is-caliber-mind-different-from-my-crm-attribution/12496294
https://cleot.com/https://cleot.com/1093092
Salesforce multi-touch attribution - Start your free trial now and see the complete picture | Dreamdatahttps://dreamdata.io/integration/salesforce-attribution142962395
Key Insights from CIMM: How Leading B2B Marketers Measure What Matters | LiveRamphttps://liveramp.com/blog/b2b-marketing-measurement-cimm149974295
https://www.demandbase.com/press-release/demandbase-launches-new-abm-product-integration/https://www.demandbase.com/press-release/demandbase-launches-new-abm-product-integration/14797994
Top 10 Best B2B Marketing Attribution Software of 2026https://gitnux.org/best/b2b-marketing-attribution-software/146963795
Account-Based Analytics - Best account-based analytics tools for pipeline attribution | G2https://www.g2.com/discussions/best-account-based-analytics-tools-for-pipeline-attribution159972995
https://revops.tools/calibermind/https://revops.tools/calibermind/1395194
Cross-Channel Attribution Guide for Marketing Analysts | 2026https://improvado.io/blog/cross-channel-marketing-analytics137962695
Bizible Alternatives: Modern Options for B2B Marketing Attributionhttps://www.spectaclehq.com/blog/bizizble-alternative-modern-options-b2b-marketing-attribution-analytics1995093
https://www.attributionapp.com/solution-b2b/https://www.attributionapp.com/solution-b2b/13195394
Multi-Touch Attribution Dashboardhttps://help.salesforce.com/s/articleView?id=mktg.pardot_b2bma_multitouch_attribution_dashboard.htm&language=en_US&type=5165974496
Measuring the ROI of data activation to validate its impact on business | Contentstackhttps://www.contentstack.com:443/blog/data-activation-layer/measuring-the-roi-of-data-activation-to-validate-its-impact-on-business14296494
https://www.factors.ai/integrationshttps://www.factors.ai/integrations141961094
Fibbler vs HockeyStack: Which B2B Attribution Platform Delivers Faster ROIhttps://www.fibbler.co/blog/fibbler-vs-hockeystack14096994
https://6sense.com/platform/ai-marketinghttps://6sense.com/platform/ai-marketing146973995
Compare 6sense vs. CaliberMind in 2026https://slashdot.org/software/comparison/6sense-vs-CaliberMind/150974396
ABM Analytics Platforms Compared 2026https://abmatic.ai/blog/abm-analytics-platforms-compared133952694
https://attributa.io/marketo-measure-bizible-implementation/https://attributa.io/marketo-measure-bizible-implementation/1694193
Marketing Technology Trends 2025: What B2B SaaS Leaders Must Knowhttps://houseofmartech.com/blog/marketing-technology-trends-2025-what-b2b-saas-leaders-must-know1394194
https://www.businesswire.com/news/home/20251119224970/en/Factors.ai-Integrates-With-LinkedIns-Company-Intelligence-API-for-Full-Funnel-B2B-Attributionhttps://www.businesswire.com/news/home/20251119224970/en/Factors.ai-Integrates-With-LinkedIns-Company-Intelligence-API-for-Full-Funnel-B2B-Attribution161972895
Salesforce Marketing Attribution: Complete Guide for Performance Marketers (2026)https://improvado.io/blog/salesforce-marketing-attribution137962695
https://6sense.com/newsroom/6sense-announces-salesforce-pardot-integration-for-revenue-teams-to-launch-comprehensive-abm-programs/https://6sense.com/newsroom/6sense-announces-salesforce-pardot-integration-for-revenue-teams-to-launch-comprehensive-abm-programs/146973995
Nic Zangre, Author at CaliberMind Knowledge Base and Docshttps://docs.calibermind.com/author/nic-zangre/12496294
https://www.salesforce.com/marketing/b2b-automation/?bc=OTHhttps://www.salesforce.com/marketing/b2b-automation/?bc=OTH165973796
https://dreamdata.io/homehttps://dreamdata.io/home142962395
https://ruler-documentation.readme.io/docs/salesforcehttps://ruler-documentation.readme.io/docs/salesforce1--093
CaliberMind Alternatives 2026: DreamData, HockeyStackhttps://calibermind.com/articles/top-calibermind-alternatives-for-2026-dreamdata-vs-hockeystack-vs-funnel-io-vs-marketo-measure-bizible-vs-revsure/124961094
https://tooldirectory.ai/tools/dreamdatahttps://tooldirectory.ai/tools/dreamdata1895694
https://surferstack.com/ruler-analyticshttps://surferstack.com/ruler-analytics1194193
https://www.adobe.com/content/dam/cc/in/about-adobe/newsroom/pdfs/archive/AdobeandDriftLaunchIndustry-FirstConversationalAccountBasedExperienceforMarketoEngage.pdfhttps://www.adobe.com/content/dam/cc/in/about-adobe/newsroom/pdfs/archive/AdobeandDriftLaunchIndustry-FirstConversationalAccountBasedExperienceforMarketoEngage.pdf182974595
https://www.axios.com/2025/01/28/hockeystack-revenue-analytics-softwarehttps://www.axios.com/2025/01/28/hockeystack-revenue-analytics-software156972595
https://www.hubspot.com/hubfs/assets/flywheel%20campaigns/Multi-Touch%20Revenue%20Attribution%20Reporting%20eBook.pdf?hubs_content=offers.hubspot.com%2Ffostering-a-customer-first-marketing-plan-ty&hubs_content-cta=pdfhttps://www.hubspot.com/hubfs/assets/flywheel%20campaigns/Multi-Touch%20Revenue%20Attribution%20Reporting%20eBook.pdf?hubs_content=offers.hubspot.com%2Ffostering-a-customer-first-marketing-plan-ty&hubs_content-cta=pdf170973796
https://resources.docs.salesforce.com/latest/latest/en-us/sfdc/pdf/pardot_b2bma_implementation_guide.pdfhttps://resources.docs.salesforce.com/latest/latest/en-us/sfdc/pdf/pardot_b2bma_implementation_guide.pdf165972595
https://en.wikipedia.org/wiki/Demandbasehttps://en.wikipedia.org/wiki/Demandbase180987697
https://calibermind.com/wp-content/uploads/2024/11/Attribution-2023-B2B-Guide-2.pdfhttps://calibermind.com/wp-content/uploads/2024/11/Attribution-2023-B2B-Guide-2.pdf124961094
https://business.adobe.com/content/dam/dx/us/en/products/marketo/pricing/Marketo_Engage_Pricing_Packaging_Overview_2023.pdfhttps://business.adobe.com/content/dam/dx/us/en/products/marketo/pricing/Marketo_Engage_Pricing_Packaging_Overview_2023.pdf182974996
https://www.reddit.com/r/u_ThoughtMetric/comments/1tvr0zz/the_best_hockeystack_alternatives_for_ecommerce/https://www.reddit.com/r/u_ThoughtMetric/comments/1tvr0zz/the_best_hockeystack_alternatives_for_ecommerce/172976496
https://en.wikipedia.org/wiki/Engagiohttps://en.wikipedia.org/wiki/Engagio180987697
https://cdn2.hubspot.net/hubfs/53/Agency/GTM%20-%20Product%20Resources%20%28Justin%29/Marketing%20Hub/MHE%20-%20Launch%20-%20Jan%209%2C%202020/%5BPartners%5D%20Attribution%20Reporting%20One%20Sheeter.pdfhttps://cdn2.hubspot.net/hubfs/53/Agency/GTM%20-%20Product%20Resources%20%28Justin%29/Marketing%20Hub/MHE%20-%20Launch%20-%20Jan%209%2C%202020/%5BPartners%5D%20Attribution%20Reporting%20One%20Sheeter.pdf1--4996
https://en.wikipedia.org/wiki/SiriusDecisionshttps://en.wikipedia.org/wiki/SiriusDecisions180987697
https://www.b2bmarketing.net/wp-content/uploads/2024/04/MVSR-Leadgen24.pdfhttps://www.b2bmarketing.net/wp-content/uploads/2024/04/MVSR-Leadgen24.pdf136961294
https://www.ruleranalytics.com/wp-content/uploads/2016/04/Salesforce-E-book.pdfhttps://www.ruleranalytics.com/wp-content/uploads/2016/04/Salesforce-E-book.pdf13995294
https://www.reddit.com/r/b2bmarketing/comments/1uizao2/b2b_marketing_attribution_after_a_commerce/https://www.reddit.com/r/b2bmarketing/comments/1uizao2/b2b_marketing_attribution_after_a_commerce/172976496
https://www.reddit.com/r/hubspot/comments/1texy7t/why_your_martech_stack_is_failing_the_revenue/https://www.reddit.com/r/hubspot/comments/1texy7t/why_your_martech_stack_is_failing_the_revenue/172976496
https://www.ruleranalytics.com/wp-content/uploads/b2b-ecommerce-conversion-benchmark-report-ruler-analytics.pdfhttps://www.ruleranalytics.com/wp-content/uploads/b2b-ecommerce-conversion-benchmark-report-ruler-analytics.pdf13995294
https://www.demandbase.com/wp-content/uploads/2024/08/Demandbase-ABM-Buying-Guide-Solution-Sheet.pdfhttps://www.demandbase.com/wp-content/uploads/2024/08/Demandbase-ABM-Buying-Guide-Solution-Sheet.pdf14797994
https://www.reddit.com/r/u_calibermind-official/comments/1rj4yls/demand_gen_claims_attribution_is_dead_marketing/https://www.reddit.com/r/u_calibermind-official/comments/1rj4yls/demand_gen_claims_attribution_is_dead_marketing/172976496
https://engage.marketo.com/rs/460-TDH-945/images/CMOs-Guide-to-B2B-Marketing-Attribution.pdfhttps://engage.marketo.com/rs/460-TDH-945/images/CMOs-Guide-to-B2B-Marketing-Attribution.pdf153961094
https://www.reddit.com/r/hubspot/comments/1r7df28/solo_b2b_marketers_how_do_you_handle_monthly/https://www.reddit.com/r/hubspot/comments/1r7df28/solo_b2b_marketers_how_do_you_handle_monthly/172976496
https://www.reddit.com/r/u_calibermind-official/comments/1rwi81a/we_interviewed_teams_that_got_burned_by_b2b/https://www.reddit.com/r/u_calibermind-official/comments/1rwi81a/we_interviewed_teams_that_got_burned_by_b2b/172976496
https://en.wikipedia.org/wiki/Marketohttps://en.wikipedia.org/wiki/Marketo180987697
https://www.demandbase.com/wp-content/uploads/2025/08/Solution-sheet_Demandbase-One.pdfhttps://www.demandbase.com/wp-content/uploads/2025/08/Solution-sheet_Demandbase-One.pdf14797994
https://www.reddit.com/r/revenuemarketer/comments/1u8f8vm/most_b2b_marketing_teams_cannot_answer_which/https://www.reddit.com/r/revenuemarketer/comments/1u8f8vm/most_b2b_marketing_teams_cannot_answer_which/172976496
https://arxiv.org/abs/2606.16878https://arxiv.org/abs/2606.16878165976196
https://www.reddit.com/r/hubspot/comments/1r3a06o/multitouch_attribution/https://www.reddit.com/r/hubspot/comments/1r3a06o/multitouch_attribution/172976496
https://www.reddit.com/r/SoftwareUnboxed/comments/1nher64/best_demand_generation_software_for_b2b/https://www.reddit.com/r/SoftwareUnboxed/comments/1nher64/best_demand_generation_software_for_b2b/172976496
https://business.linkedin.com/content/dam/me/business/en-us/marketing-solutions/resources/pdfs/factors-ai.pdfhttps://business.linkedin.com/content/dam/me/business/en-us/marketing-solutions/resources/pdfs/factors-ai.pdf190984796
https://www.reddit.com/r/hubspot/comments/1u6jts1/tracking_multiple_conversion_touch_points_for_mqls/https://www.reddit.com/r/hubspot/comments/1u6jts1/tracking_multiple_conversion_touch_points_for_mqls/172976496
https://www.reddit.com/r/salesforce/comments/d3onpehttps://www.reddit.com/r/salesforce/comments/d3onpe172976496
https://www.reddit.com/r/b2bmarketing/comments/1qbrkb0/revenue_attribution_platforms/https://www.reddit.com/r/b2bmarketing/comments/1qbrkb0/revenue_attribution_platforms/172976496
https://www.reddit.com/r/MarketingOpsForSaaS/comments/1u766ng/multitouch_attribution_is_half_right_for_b2b_saas/https://www.reddit.com/r/MarketingOpsForSaaS/comments/1u766ng/multitouch_attribution_is_half_right_for_b2b_saas/172976496
https://www.reddit.com/r/SaaSMarketing/comments/1td5kty/hockeystack_alternative/https://www.reddit.com/r/SaaSMarketing/comments/1td5kty/hockeystack_alternative/172976496
https://www.reddit.com/r/CRM/comments/1tz6l5g/every_crm_tracks_lead_source_why_is_the_data/https://www.reddit.com/r/CRM/comments/1tz6l5g/every_crm_tracks_lead_source_why_is_the_data/172976496
https://www.reddit.com/r/CMO_Huddles/comments/1t6glqo/how_b2b_marketing_teams_are_adopting_and_using_ai/https://www.reddit.com/r/CMO_Huddles/comments/1t6glqo/how_b2b_marketing_teams_are_adopting_and_using_ai/172976496
https://www.reddit.com/r/revenuemarketer/comments/1ua4isx/marketing_attribution_in_hubspot_is_not_a_button/https://www.reddit.com/r/revenuemarketer/comments/1ua4isx/marketing_attribution_in_hubspot_is_not_a_button/172976496
https://www.reddit.com/r/hubspot/comments/1qjsctu/do_you_use_hubspot_to_track_recurring_revenue/https://www.reddit.com/r/hubspot/comments/1qjsctu/do_you_use_hubspot_to_track_recurring_revenue/172976496
https://www.reddit.com/r/AskGTM/comments/1u473si/most_teams_buying_demandbase_are_paying_for_the/https://www.reddit.com/r/AskGTM/comments/1u473si/most_teams_buying_demandbase_are_paying_for_the/172976496
https://www.reddit.com/r/hubspot/comments/1szezs6/multitouch_attribution_custom_objects/https://www.reddit.com/r/hubspot/comments/1szezs6/multitouch_attribution_custom_objects/172976496
https://www.demandbase.com/wp-content/uploads/2025/09/Better-together-Your-guide-to-Demandbase-partners.pdfhttps://www.demandbase.com/wp-content/uploads/2025/09/Better-together-Your-guide-to-Demandbase-partners.pdf14797994
https://www.reddit.com/r/Entrepreneurs/comments/1to7som/after_6_months_chasing_why_our_hubspot_dashboard/https://www.reddit.com/r/Entrepreneurs/comments/1to7som/after_6_months_chasing_why_our_hubspot_dashboard/172976496
https://www.hubspot.com/hubfs/EMEA%20%28en%29%20CMKT%20CJA%20Webinar%20June%2023/Unleash%20the%20Power%20of%20Data-Driven%20Marketing%20Customer%20Webinar%20%28June%2023%29.pdfhttps://www.hubspot.com/hubfs/EMEA%20%28en%29%20CMKT%20CJA%20Webinar%20June%2023/Unleash%20the%20Power%20of%20Data-Driven%20Marketing%20Customer%20Webinar%20%28June%2023%29.pdf170973796
https://www.reddit.com/r/hubspot/comments/1qqqwvi/revops_attribution_gut_check/https://www.reddit.com/r/hubspot/comments/1qqqwvi/revops_attribution_gut_check/172976496
https://www.reddit.com/r/b2bmarketing/comments/1t573m6/anyone_had_success_with_demandbase_advertising/https://www.reddit.com/r/b2bmarketing/comments/1t573m6/anyone_had_success_with_demandbase_advertising/172976496
https://www.reddit.com/r/hubspot/comments/1r999pp/how_would_you_build_companylevel_firsttouch_deal/https://www.reddit.com/r/hubspot/comments/1r999pp/how_would_you_build_companylevel_firsttouch_deal/172976496
https://www.reddit.com/r/PPC/comments/1uck4vx/how_do_you_actually_trust_a_linkedin_attribution/https://www.reddit.com/r/PPC/comments/1uck4vx/how_do_you_actually_trust_a_linkedin_attribution/172976496
https://business.adobe.com/products/marketo/bizible.html?utm_source=openaihttps://business.adobe.com/products/marketo/bizible.html?utm_source=openai182974996
https://www.reddit.com/r/AskGTM/comments/1u4koer/demandbase_pushed_out_agentbase_last_year_is/https://www.reddit.com/r/AskGTM/comments/1u4koer/demandbase_pushed_out_agentbase_last_year_is/172976496
https://dreamdata.io/home?utm_source=openaihttps://dreamdata.io/home?utm_source=openai142962395
https://www.hockeystack.com/?utm_source=openaihttps://www.hockeystack.com/?utm_source=openai142961694
https://www.factors.ai/?utm_source=openaihttps://www.factors.ai/?utm_source=openai141961094
https://www.fullcircleinsights.com/?utm_source=openaihttps://www.fullcircleinsights.com/?utm_source=openai12095995
https://calibermind.com/?utm_source=openaihttps://calibermind.com/?utm_source=openai124961094
https://www.demandbase.com/?utm_source=openaihttps://www.demandbase.com/?utm_source=openai14797994
https://6sense.com/?utm_source=openaihttps://6sense.com/?utm_source=openai146973995
https://www.ruleranalytics.com/?utm_source=openaihttps://www.ruleranalytics.com/?utm_source=openai13995294
https://blog.hubspot.com/customers/multi-touch-attribution-reporting?utm_source=openaihttps://blog.hubspot.com/customers/multi-touch-attribution-reporting?utm_source=openai170975496
Model Comparison

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All recommended domains

Every domain the AI models recommended in web-search fanout runs for Demand Gen Director, 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
dreamdata.io8.4510.042962395
business.adobe.com4.324.0004996
hockeystack.com3.3510.042961694
factors.ai1.3510.041961094
calibermind.com1.2510.024961094
fullcircleinsights.com0.636.02095995
heeet.io0.612.01695093
6sense.com0.324.046973995
demandbase.com0.324.04797994
revsure.ai0.312.04196294
bizible.com0.336.04796394
ruleranalytics.com0.224.03995294
hubspot.com0.224.070973796
segmentstream.com0.224.01795994
terminus.com0.212.042962395
segment.com0.112.058974395
cometly.com0.124.02595394
adobe.com0.112.082974595
attributionapp.com0.012.03195394
leadsrx.com0.012.024963095
ruler-analytics.com0.012.0093093
improvado.io0.012.037962695
rockerbox.com0.012.042961095