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Martech CDP Attribution Software

RevOps Architect

LLM Search+Fanout Visibility
Dominant · SE Outbound Links ρ=0.370

AI recommendation signal analysis across 257 domains for the RevOps Architect persona in Martech CDP Attribution Software.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
257Domains Tracked
RevOps Architect_persona.report
DomainScore
segment.com
4.7
hightouch.com
4.4
dreamdata.io
3.6
rudderstack.com
1.4
revsure.ai
0.9
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.

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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 RevOps Architect 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 RevOps Architect fanout queries, aggregated by how often each URL was cited. Filtered by the model checkboxes above.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
cdp.comhttps://cdp.com/basics/cdp-vendors/236963095
Best B2B Multitouch Attribution Tools Reviews 2026 | Gartner Peer Insightshttps://www.gartner.com/reviews/market/b2b-multitouch-attribution-tools261972495
9 Best Marketing Attribution Software for B2B (2026) | ORMhttps://orm-tech.com/blog/best-marketing-attribution-software/2795694
Identity Resolution overview | Hightouch Docshttps://hightouch.com/docs/identity-resolution/overview?utm_source=openai144962895
Full-Funnel Data Platform for B2B GTM | RevSure AIhttps://www.revsure.ai/full-funnel-data-platform-for-b2b-marketing-revops-teams14196294
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#1158974395
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.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/140952294
insiderone.comhttps://insiderone.com/best-customer-data-platform/140952795
Best B2B Data Enrichment Tools 2026: Comparedhttps://www.knock-ai.com/blog/data-enrichment-tools12095794
Real-Time CDP B2B Edition Overview | Adobe Real-Time Customer Data Platformhttps://experienceleague.adobe.com/en/docs/experience-platform/rtcdp/intro/rtcdpb2b-intro/b2b-overview?utm_source=openai182974796
Introducing CustomerLake: The Agentic CDP embedded in Databricks | Databricks Bloghttps://www.databricks.com/blog/introducing-customerlake-agentic-cdp150973295
https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#2https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#2158974395
gartner.comhttps://www.gartner.com/reviews/market/customer-data-platforms161972495
RevOps Attribution Tools: What Practitioners Actually Recommendhttps://www.unifygtm.com/explore/revops-attribution-funnel-analytics-tools12295494
Building a Complete View of Your Customers with Data Cloud and Identity Resolution | Salesforce Developers Bloghttps://developer.salesforce.com/blogs/2024/10/data-cloud-and-identity-resolution?utm_source=openai165974096
https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#4https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#4158974395
hightouch.comhttps://hightouch.com/blog/best-enterprise-cdps144962895
11 Best B2B Revenue Attribution Tools (2026): Pricing & Reviewshttps://www.heeet.io/blog/best-revenue-attribution-software-for-b2b-11-platforms-compared-202611695093
What is a Customer Data Platform? CDPs Explained | Twilio Segmenthttps://segment.com/resources/cdp/?utm_source=openai158974395
Top multi-touch attribution (MTA) tools for 2026https://funnel.io/blog/top-mta-tools144963695
https://investor.wedbush.com/wedbush/article/bizwire-2024-12-16-treasure-data-named-a-leader-for-second-consecutive-time-in-idc-marketscape-worldwide-customer-data-platforms-focused-on-b2c-users-20242025https://investor.wedbush.com/wedbush/article/bizwire-2024-12-16-treasure-data-named-a-leader-for-second-consecutive-time-in-idc-marketscape-worldwide-customer-data-platforms-focused-on-b2c-users-2024202512295995
cometly.comhttps://www.cometly.com/post/attribution-software-integration-options12595394
10 Best Marketing Attribution Software Platforms for B2B ...https://www.revsure.ai/blog/best-marketing-attribution-software14196294
Demandbase One Platform and Add-On Solutions Overview – Help Centerhttps://support.demandbase.com/hc/en-us/articles/360051362791-Demandbase-ABX-Platform-and-Add-On-Solutions-Overview?utm_source=openai147971395
Marketo Measure: B2B Multi-Touch Marketing Attribution Toolhttps://business.adobe.com/products/marketo/marketo-measure.html182974996
https://martechseries.com/predictive-ai/ai-platforms-machine-learning/amperity-named-a-leader-in-2025-idc-marketscape-for-retail-customer-data-platforms/https://martechseries.com/predictive-ai/ai-platforms-machine-learning/amperity-named-a-leader-in-2025-idc-marketscape-for-retail-customer-data-platforms/143963695
AI SDR Lead Routing for Salesforce | LeanDatahttps://www.leandata.com/platform/ai-sdr-routing/?utm_source=openai13295494
10+ MarTech tools for a high-performing stack in 2026https://usermaven.com/blog/martech-tools129952495
https://www.tmcnet.com/usubmit/2025/03/12/10160254.htmhttps://www.tmcnet.com/usubmit/2025/03/12/10160254.htm13896394
The Ultimate Revenue Operations Tool List for 2026 | Revenuehttps://www.revenue.io/blog/revops-tool-guide13196794
CaliberMind | Multi-Touch Attribution & GTM Intelligence Platformhttps://calibermind.com/?utm_source=openai124961094
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#1153974495
segmentstream.comhttps://segmentstream.com/blog/articles/best-b2b-marketing-attribution-software-tools11795994
What Is a Customer Data Platform? CDP Guide [2026] | CDP.comhttps://cdp.com/basics/what-is-a-customer-data-platform-cdp/136963095
Dreamdatahttps://revops.tools/dreamdata/?utm_source=openai1395194
https://business.adobe.com/products/marketo/marketo-measure.html?e-page-d8a71c9=4&utm_campaign=Wagento+Blog&utm_content=289080101&utm_medium=social&utm_source=linkedin&hss_channel=lcp-1367059&e-page-d8a71c9=5&utm_campaign=Wagento+Blog&utm_content=289080101&utm_medium=social&utm_source=linkedin&hss_channel=lcp-1367059https://business.adobe.com/products/marketo/marketo-measure.html?e-page-d8a71c9=4&utm_campaign=Wagento+Blog&utm_content=289080101&utm_medium=social&utm_source=linkedin&hss_channel=lcp-1367059&e-page-d8a71c9=5&utm_campaign=Wagento+Blog&utm_content=289080101&utm_medium=social&utm_source=linkedin&hss_channel=lcp-1367059182974996
hockeystack.comhttps://www.hockeystack.com/blog-posts/best-marketing-attribution-software142961694
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
Integration Hubhttps://docs.treasure.ai/products/customer-data-platform/integration-hub?utm_source=openai123952094
https://dreamdata.io/blog/success-story-profound-northhttps://dreamdata.io/blog/success-story-profound-north142962395
fibbler.cohttps://www.fibbler.co/blog/b2b-marketing-attribution-software14096994
https://business.adobe.com/marketo/marketo-measurehttps://business.adobe.com/marketo/marketo-measure182974996
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
orm-tech.comhttps://orm-tech.com/blog/best-marketing-attribution-software/3795694
cdp.comhttps://cdp.com/basics/cdp-vendors/336963095
19 Best Marketing Attribution Software Solutions Reviewed for 2026https://www.hockeystack.com/blog-posts/best-marketing-attribution-software242961694
gartner.comhttps://www.gartner.com/reviews/market/b2b-multitouch-attribution-tools261972495
What Is a Customer Data Platform? CDP Guide [2026] | CDP.comhttps://cdp.com/basics/what-is-a-customer-data-platform-cdp/236963095
9 Best Revenue Operations Tools for B2B Teams in 2026https://lagrowthmachine.com/revenue-operations-tools/226961994
10 Best Marketing Attribution Software Platforms for B2B ...https://www.revsure.ai/blog/best-marketing-attribution-software24196294
insiderone.comhttps://insiderone.com/best-customer-data-platform/240952795
Identity Resolution - AI-Driven Data Intelligencehttps://hirinfotech.com/identity-resolution-services/2194493
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
Top 8 B2B CDP Tools in 2026: Essential Platforms for First-Party Data Activation and Identity Resolutionhttps://scopicstudios.com/blog/best-b2b-cdp-tools-in-2026/1895894
https://support.demandbase.com/hc/en-us/articles/40217460428571-Understanding-Integrations-in-Demandbase-One-for-Marketinghttps://support.demandbase.com/hc/en-us/articles/40217460428571-Understanding-Integrations-in-Demandbase-One-for-Marketing147971395
MarTech in 2026: How to Build a Lean, Revenue-Driven Stackhttps://www.factors.ai/blog/martech-stack-2026-guide141961094
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#1158974395
RevOps Attribution Tools: What Practitioners Actually Recommendhttps://www.unifygtm.com/explore/revops-attribution-funnel-analytics-tools12295494
https://hightouch.com/docs/identity-resolution/overviewhttps://hightouch.com/docs/identity-resolution/overview144962895
Full-Funnel Data Platform for B2B GTM | RevSure AIhttps://www.revsure.ai/full-funnel-data-platform-for-b2b-marketing-revops-teams14196294
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/140952294
https://leandatahelp.zendesk.com/hc/en-us/articles/360040118814-Routing-Lead-to-Account-Match-Node-Guidehttps://leandatahelp.zendesk.com/hc/en-us/articles/360040118814-Routing-Lead-to-Account-Match-Node-Guide16897394
What Is a Customer Data Platform (CDP)? | Databrickshttps://www.databricks.com/discover/enterprise-data-platform/cdp150973295
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/143963695
gartner.comhttps://www.gartner.com/reviews/market/customer-data-platforms161972495
https://experienceleague.adobe.com/en/docs/experience-platform/rtcdp/intro/rtcdpb2b-intro/b2b-overviewhttps://experienceleague.adobe.com/en/docs/experience-platform/rtcdp/intro/rtcdpb2b-intro/b2b-overview182974796
Multi-Touch Attribution Tools & Platforms for B2B Marketershttps://www.factors.ai/blog/multi-touch-attribution-tools-platforms-software-guide141961094
https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#2https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#2158974395
hightouch.comhttps://hightouch.com/blog/best-enterprise-cdps144962895
Best B2B Data Enrichment Tools 2026: Comparedhttps://www.knock-ai.com/blog/data-enrichment-tools12095794
https://hightouch.com/platform/identity-resolutionhttps://hightouch.com/platform/identity-resolution144962895
Unlock Revenue Growth: 8 Essential Data Governance Practices for RevOps in 2025 | MarTech Dohttps://www.martechdo.com/data-governance-best-practices/11195894
https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#4https://segment.com:443/content/dam/segment/global/en/Learn-segment-content-download/2024-idc-marketscape/TS-cnt-report-idc-marketscape-2024.pdf#6#4158974395
cometly.comhttps://www.cometly.com/post/attribution-software-integration-options12595394
https://calibermind.com/platform/integrations/https://calibermind.com/platform/integrations/124961094
Top RevOps Tools for 2026: Best Revenue Operations Softwarehttps://forecastio.ai/blog/revops-tools123961594
Treasure Data Named a Leader for Second Consecutive Time in IDC MarketScape: Worldwide Customer Data Platforms Focused on B2C Users 2024–2025https://investor.wedbush.com/wedbush/article/bizwire-2024-12-16-treasure-data-named-a-leader-for-second-consecutive-time-in-idc-marketscape-worldwide-customer-data-platforms-focused-on-b2c-users-2024202512295995
https://www.hull.io/https://www.hull.io/127951195
Introducing CustomerLake: The Agentic CDP embedded in Databricks | Databricks Bloghttps://www.databricks.com/blog/introducing-customerlake-agentic-cdp150973295
Redpoint Global Named a Leader in Omdia Universe CDP Reporthttps://www.tmcnet.com/usubmit/2025/03/12/10160254.htm13896394
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://cdp.com/articles/what-is-hightouch/https://cdp.com/articles/what-is-hightouch/136963095
Using CRM Data to Power Multi-Touch Attribution in Your Marketing Automation Platform | emfluence Marketing Platformhttps://emarketingplatform.com/blog/using-crm-data-to-power-multi-touch-attribution-in-your-marketing-automation-platform/119951194
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#1153974495
segmentstream.comhttps://segmentstream.com/blog/articles/best-b2b-marketing-attribution-software-tools11795994
https://calibermind.com/https://calibermind.com/124961094
The Definitive Map of B2B Martech Stacks 2025 - The Digital Bloomhttps://thedigitalbloom.com/learn/b2b-martech-stacks-2025/129952395
Celebrus vs. CDPs: Choose a Modern Data Platform That Outperforms CDPshttps://www.celebrus.com/cdp-comparison12195094
11 Best B2B Revenue Attribution Tools (2026): Pricing & Reviewshttps://www.heeet.io/blog/best-revenue-attribution-software-for-b2b-11-platforms-compared-202611695093
https://support.demandbase.com/hc/en-us/articles/360051362791-Demandbase-ABX-Platform-and-Add-On-Solutions-Overviewhttps://support.demandbase.com/hc/en-us/articles/360051362791-Demandbase-ABX-Platform-and-Add-On-Solutions-Overview147971395
Best RevOps Data Automation Solutions Reviews 2026 | Gartner Peer Insightshttps://www.gartner.com/reviews/market/revops-data-automation-solutions161972495
SogoTrade Research Centerhttps://sogotradedev.websol.barchart.com/?module=topNews&storyID=30067331&symbol=&selected=news13596294
fibbler.cohttps://www.fibbler.co/blog/b2b-marketing-attribution-software14096994
https://hightouch.com/docs/identity-resolution/permissionshttps://hightouch.com/docs/identity-resolution/permissions144962895
Marketo Measure: B2B Multi-Touch Marketing Attribution Toolhttps://business.adobe.com/products/marketo/marketo-measure.html?e-page-d8a71c9=4&utm_campaign=Wagento+Blog&utm_content=289080101&utm_medium=social&utm_source=linkedin&hss_channel=lcp-1367059&e-page-d8a71c9=5&utm_campaign=Wagento+Blog&utm_content=289080101&utm_medium=social&utm_source=linkedin&hss_channel=lcp-1367059182974996
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://www.leandata.com/platform/ai-sdr-routing/https://www.leandata.com/platform/ai-sdr-routing/13295494
Multi-Touch Attribution Models & Tools Guide 2026https://improvado.io/blog/multi-touch-attribution137962695
G2 Introduces New Capabilities to Help SaaS Marketers Connect Buyer Activity to Revenuehttps://investor.wedbush.com/wedbush/article/bizwire-2024-10-10-g2-introduces-new-capabilities-to-help-saas-marketers-connect-buyer-activity-to-revenue12295995
https://www.demandbase.com/products/account-based-foundation/https://www.demandbase.com/products/account-based-foundation/14797994
MarTech — Complete Guide to Marketing Technology in 2026https://www.aidigital.com/blog/marketing-technology12095694
How Dreamdata helps Profound North drive client retention and success through marketing insights — Dreamdatahttps://dreamdata.io/blog/success-story-profound-north142962395
What Is the Best Marketing Attribution Software in 2026? (Compared)https://www.nvecta.com/blog/best-marketing-attribution-software-2026/12095093
https://www.treasuredata.com/solutions/enterprise-data-governancehttps://www.treasuredata.com/solutions/enterprise-data-governance143961394
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
https://ecosystem.hubspot.com/marketplace/apps/dreamdata?eco_tools=CRM_CONVERSATIONS_INBOXhttps://ecosystem.hubspot.com/marketplace/apps/dreamdata?eco_tools=CRM_CONVERSATIONS_INBOX170973895
Customer Data Platform (CDP) Implementation & Integration Guide | G & Co.https://www.g-co.agency/insights/customer-data-platform-cdp-implementation-integration-guide13195093
Cometly vs Ruler Analytics: the B2B SaaS alternativehttps://www.cometly.com/ruler-analytics-alternative12595394
B2B CDP | CDP.comhttps://cdp.com/glossary/b2b-cdp/136963095
https://www.demandbase.com/products/data/https://www.demandbase.com/products/data/14797994
Multi-touch attribution in CRM: A strategic guidehttps://www.salesmate.io/blog/multi-touch-attribution/138961094
Cometly vs Funnel.io: attribution-first alternativehttps://www.cometly.com/funnel-alternative?comet_token_override=293228142120820472527779736673399934462259308392812595394
The Ultimate Revenue Operations Tool List for 2026 | Revenuehttps://www.revenue.io/blog/revops-tool-guide13196794
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/147962595
10+ MarTech tools for a high-performing stack in 2026https://usermaven.com/blog/martech-tools129952495
Revenue Attribution Service Platform - Global Market Share and Ranking, Overall Sales and Demand Forecast 2025-2031 : qyresearch113のbloghttps://qyresearch113.livedoor.blog/archives/11890563.html#more1----
https://dreamdata.squarespace.com/integration/hubspot-attributionhttps://dreamdata.squarespace.com/integration/hubspot-attribution16497093
Marketing Attribution Softwarehttps://www.capterra.co.uk/directory/31081/marketing-attribution/software?countries[]=AU&features[]=ROI+Tracking&overall_rating_ge=213395894
25 Best Marketing Attribution Software Reviewed For 2026https://thecmo.com/tools/best-marketing-attribution-software/131952495
https://www.demandbase.com/problems-we-solve/build/https://www.demandbase.com/problems-we-solve/build/14797994
Customer data platforms: How CDPs work and what makes Adobe differenthttps://business.adobe.com/blog/basics/what-is-a-customer-data-platform182974996
How to Build a Martech Stack That Drives Revenuehttps://salesmotion.io/blog/build-a-martech-stack118951294
https://www.treasuredata.com/press-releases/identity-resolution-leader-versium-expands-its-integration-network-through-partnership-with-treasure-data-and-treasure-box-launchhttps://www.treasuredata.com/press-releases/identity-resolution-leader-versium-expands-its-integration-network-through-partnership-with-treasure-data-and-treasure-box-launch143961394
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
https://www.leandata.com/blog/account-based-marketing/https://www.leandata.com/blog/account-based-marketing/13295494
Databricks Makes Its Martech Move: An Agentic CDP Embedded in the Lakehousehttps://www.cmswire.com/customer-experience/meet-the-newest-martech-member-databricks-via-cdp/14896894
Tool Sprawl & Data Fragmentation: Build a GTM OShttps://arisegtm.com/blog/tool-sprawl-data-fragmentation-gtm-operating-system117951494
https://business.adobe.com/products/experience-platform/identity-service.htmlhttps://business.adobe.com/products/experience-platform/identity-service.html182974996
10 Best Identity Resolution Software Tools (2026)https://prospeo.io/s/identity-resolution-software126961894
GTM Engineering - MarTech Dohttp://martechdo.com/gtm-engineering/11195894
https://developer.salesforce.com/blogs/2024/10/data-cloud-and-identity-resolutionhttps://developer.salesforce.com/blogs/2024/10/data-cloud-and-identity-resolution165974096
What is CDP? - Customer Data Platform Explained - AWShttps://aws.amazon.com/what-is/customer-data-platform/177976196
Openprise Review 2026: RevOps Data Orchestration | Phihttps://phi.consulting/tools/openprise1294493
https://dreamdata.squarespace.com/blog/dreamdata-certified-hubspot-app-partnerhttps://dreamdata.squarespace.com/blog/dreamdata-certified-hubspot-app-partner16497093
Solutions for Revenue operationshttps://firmable.com/nz/solutions-for-revenue-operations/?utm_campaign=amcid_xgpRsiS39xyPWrZwyVRxc1b9UkHRVoVNt2b5U00_irpid_396590011596794
https://segment.com/resources/cdp/https://segment.com/resources/cdp/158974395
How to Choose the Right CDP: Strategic Decision Framework 2025https://houseofmartech.com/blog/how-to-choose-the-right-cdp-for-your-business1394194
https://leadmagic.io/gtm-skills/revops-tech-stack/rawhttps://leadmagic.io/gtm-skills/revops-tech-stack/raw114951294
https://www.treasuredata.com/product/customer-journey-orchestration/https://www.treasuredata.com/product/customer-journey-orchestration/143961394
https://leadmagic.io/gtm-skills/revops-tech-stack/skill.mdhttps://leadmagic.io/gtm-skills/revops-tech-stack/skill.md114951294
https://leandatahelp.zendesk.com/hc/en-us/articles/360042868654-Introduction-to-LeanDatahttps://leandatahelp.zendesk.com/hc/en-us/articles/360042868654-Introduction-to-LeanData16897394
How a Customer Data Platform (CDP) Empowers Your Business | Aerospikehttps://aerospike.com/blog/customer-data-platform/132962595
Identity Layer for GTM AI & Revenue Attribution | RevSurehttps://www.revsure.ai/identity-layer-for-gtm-ai-and-attribution14196294
https://drivemetadata.com/platform/customer-data-platformhttps://drivemetadata.com/platform/customer-data-platform112963095
Top multi-touch attribution (MTA) tools for 2026https://funnel.io/blog/top-mta-tools144963695
How incident.io cut account duplicates by 70% with DataAgent | Common Roomhttps://www.commonroom.io/customers/incident-io/13095794
https://reely.io/t/hightouchhttps://reely.io/t/hightouch10000
Customer Data Platform (CDP) Archives - MartechViewhttps://martechview.com/martech/cdp/123951695
https://revops.tools/dreamdata/https://revops.tools/dreamdata/1395194
https://www.demandbase.com/products/account-intelligence/https://www.demandbase.com/products/account-intelligence/14797994
What Is a CDP? Customer Data Platforms Explained | LiveRamphttps://liveramp.com/blog/what-is-a-cdp-customer-data-platforms-explained149974295
https://docs.treasure.ai/products/customer-data-platform/integration-hubhttps://docs.treasure.ai/products/customer-data-platform/integration-hub123952094
Marketo Measure: B2B Multi-Touch Marketing Attribution Toolhttps://business.adobe.com/products/marketo/marketo-measure.html182974996
https://segmentstream.com/blog/articles/top-attribution-tools-for-hubspothttps://segmentstream.com/blog/articles/top-attribution-tools-for-hubspot11795994
https://automationatlas.io/tools/segment/https://automationatlas.io/tools/segment/11094794
Customer Data Integration | CDP.comhttps://cdp.com/glossary/customer-data-integration/136963095
https://support.leandata.com/s/article/IntroductiontoLeanData6901ecc21619dhttps://support.leandata.com/s/article/IntroductiontoLeanData6901ecc21619d13295193
https://business.adobe.com/content/dam/dx/us/en/resources/documentation/b2b-edition-rt-cdp-platform/b2b-edition-overview-real-time-cdp.pdfhttps://business.adobe.com/content/dam/dx/us/en/resources/documentation/b2b-edition-rt-cdp-platform/b2b-edition-overview-real-time-cdp.pdf182974996
The 12 Best B2B Data Enrichment Tools for Revenue Teams in 2026 - RevoScale Bloghttps://www.revoscale.io/blog/b-2-b-data-enrichment-tools11296294
https://www.rudderstack.com/assets/identity-resolution.pdf?_rsc=xmOgwgA1vELWfIu5https://www.rudderstack.com/assets/identity-resolution.pdf?_rsc=xmOgwgA1vELWfIu5147962595
What is a Customer Data Platform (CDP)? - Tealiumhttps://tealium.com/resource/fundamentals/what-is-a-cdp/153974495
https://www.leandata.com/wp-content/uploads/2022/05/LeanData-2025-Solution-Brief-LeanData-and-Salesforce-Sales-Engagement-Integration.pdfhttps://www.leandata.com/wp-content/uploads/2022/05/LeanData-2025-Solution-Brief-LeanData-and-Salesforce-Sales-Engagement-Integration.pdf13295494
Understanding Multi-Touch Attribution Solutions: The Methods, Models and Tools You Needhttps://www.hockeystack.com/blog-posts/multi-touch-attribution-solutions142961694
https://segment.com/content/dam/segment/global/en/learn-segment-content-download-confirmation/legacy/documents/TS-CNT-ebook-Building-a-Single-View-of-the-Customer.pdfhttps://segment.com/content/dam/segment/global/en/learn-segment-content-download-confirmation/legacy/documents/TS-CNT-ebook-Building-a-Single-View-of-the-Customer.pdf158974395
https://www.treasuredata.com/wp-content/uploads/customer-identity-resolution-arm-treasure-data.pdfhttps://www.treasuredata.com/wp-content/uploads/customer-identity-resolution-arm-treasure-data.pdf143961394
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://en.wikipedia.org/wiki/Demandbasehttps://en.wikipedia.org/wiki/Demandbase180987697
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.pdf13395294
https://www.leandata.com/wp-content/uploads/2023/03/Build-vs.-Buy-for-Lead-Management-%E2%80%94-Whats-Best-for-Your-Tech-Stack-eBook.pdfhttps://www.leandata.com/wp-content/uploads/2023/03/Build-vs.-Buy-for-Lead-Management-%E2%80%94-Whats-Best-for-Your-Tech-Stack-eBook.pdf13295494
https://www.demandbase.com/wp-content/uploads/2025/06/Data-Integrity-Solution-Sheets.pdfhttps://www.demandbase.com/wp-content/uploads/2025/06/Data-Integrity-Solution-Sheets.pdf14797994
https://www.rudderstack.com/assets/why-you-should-build-your-identity-graph-on-your-warehouse.pdfhttps://www.rudderstack.com/assets/why-you-should-build-your-identity-graph-on-your-warehouse.pdf147962595
https://leandata2024.kmdgideas.com/wp-content/uploads/2021/10/Measuring-ROI-With-Lead-to-Account-Matching-Routing-eBook.pdfhttps://leandata2024.kmdgideas.com/wp-content/uploads/2021/10/Measuring-ROI-With-Lead-to-Account-Matching-Routing-eBook.pdf1----
https://en.wikipedia.org/wiki/Customer_data_platformhttps://en.wikipedia.org/wiki/Customer_data_platform180987697
https://en.wikipedia.org/wiki/Composable_customer_data_platformhttps://en.wikipedia.org/wiki/Composable_customer_data_platform180987697
https://calibermind.com/wp-content/uploads/2024/11/The-Ultimate-Guide-to-DIY-B2B-Marketing-Attribution_May-24.pdfhttps://calibermind.com/wp-content/uploads/2024/11/The-Ultimate-Guide-to-DIY-B2B-Marketing-Attribution_May-24.pdf124961094
https://en.wikipedia.org/wiki/Engagiohttps://en.wikipedia.org/wiki/Engagio180987697
https://www.reddit.com/r/salesforce/comments/1kiiv7chttps://www.reddit.com/r/salesforce/comments/1kiiv7c172976496
https://www.reddit.com/r/salesforce/comments/1llz87jhttps://www.reddit.com/r/salesforce/comments/1llz87j172976496
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/salesforce/comments/1senowi/leadcentric_data_model_in_salesforce_data_cloud/https://www.reddit.com/r/salesforce/comments/1senowi/leadcentric_data_model_in_salesforce_data_cloud/172976496
https://www.calibermind.com/wp-content/uploads/2022/07/State-Revenue-Marketing-Comp-2020-web.pdfhttps://www.calibermind.com/wp-content/uploads/2022/07/State-Revenue-Marketing-Comp-2020-web.pdf124961094
https://www.demandbase.com/wp-content/uploads/2024/09/AllTime-CON-eBook-Demandbase-Champion-Class-081224.pdfhttps://www.demandbase.com/wp-content/uploads/2024/09/AllTime-CON-eBook-Demandbase-Champion-Class-081224.pdf14797994
https://www.reddit.com/r/gtmengineering/comments/1p2zjkv/account_matching_and_lead_conversion_with/https://www.reddit.com/r/gtmengineering/comments/1p2zjkv/account_matching_and_lead_conversion_with/172976496
https://en.wikipedia.org/wiki/Acceldatahttps://en.wikipedia.org/wiki/Acceldata180987697
https://www.reddit.com/r/salesforce/comments/1e9k8t2https://www.reddit.com/r/salesforce/comments/1e9k8t2172976496
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://www.adobe.com/content/dam/cc/uk/aboutadobe/newsroom/pdfs/031522-adobe-real-time-cdp.pdfhttps://www.adobe.com/content/dam/cc/uk/aboutadobe/newsroom/pdfs/031522-adobe-real-time-cdp.pdf182974595
https://www.reddit.com/r/salesforce/comments/1jbkgvbhttps://www.reddit.com/r/salesforce/comments/1jbkgvb172976496
https://www.reddit.com/r/salesforce/comments/1qw4kc4/recommendation_on_leandata_alternatives_for/https://www.reddit.com/r/salesforce/comments/1qw4kc4/recommendation_on_leandata_alternatives_for/172976496
https://arxiv.org/abs/2606.16878https://arxiv.org/abs/2606.16878165976196
https://www.reddit.com/r/salesforce/comments/1rua5o6/data_cloud_implementation/https://www.reddit.com/r/salesforce/comments/1rua5o6/data_cloud_implementation/172976496
https://www.reddit.com/r/salesforce/comments/1ige9srhttps://www.reddit.com/r/salesforce/comments/1ige9sr172976496
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/172976496
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/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://www.reddit.com/r/salesforce/comments/1r2sy0q/salesforce_data_cloud_my_experience_so_far_its/https://www.reddit.com/r/salesforce/comments/1r2sy0q/salesforce_data_cloud_my_experience_so_far_its/172976496
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/salesforce/comments/1tmlmav/removed/https://www.reddit.com/r/salesforce/comments/1tmlmav/removed/172976496
https://www.reddit.com/r/salesforce/comments/1pfdz1q/lead_routing/https://www.reddit.com/r/salesforce/comments/1pfdz1q/lead_routing/172976496
https://www.reddit.com/r/AnalyticsAutomation/comments/1kz83qi/crossdomain_identity_resolution_for_entity/https://www.reddit.com/r/AnalyticsAutomation/comments/1kz83qi/crossdomain_identity_resolution_for_entity/172976496
https://www.reddit.com/r/programmatic/comments/lf6xkihttps://www.reddit.com/r/programmatic/comments/lf6xki172976496
https://www.reddit.com/r/salesforce/comments/1ih7o6shttps://www.reddit.com/r/salesforce/comments/1ih7o6s172976496
https://www.reddit.com/r/b2bmarketing/comments/1oi2w8b/experience_with_account_based_advertising/https://www.reddit.com/r/b2bmarketing/comments/1oi2w8b/experience_with_account_based_advertising/172976496
https://www.reddit.com/r/salesforce/comments/1e5ox1ghttps://www.reddit.com/r/salesforce/comments/1e5ox1g172976496
https://www.reddit.com/r/SalesOperations/comments/1qw4jz2/recommendation_on_leandata_alternatives_for/https://www.reddit.com/r/SalesOperations/comments/1qw4jz2/recommendation_on_leandata_alternatives_for/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/dataengineering/comments/1gxykgqhttps://www.reddit.com/r/dataengineering/comments/1gxykgq172976496
https://www.reddit.com/r/salesforce/comments/p31c6hhttps://www.reddit.com/r/salesforce/comments/p31c6h172976496
https://www.reddit.com/r/salesforce/comments/1ijrylnhttps://www.reddit.com/r/salesforce/comments/1ijryln172976496
https://www.reddit.com/r/SalesOperations/comments/1tjun1s/help_leandata_l2a_person_account_merging_and/https://www.reddit.com/r/SalesOperations/comments/1tjun1s/help_leandata_l2a_person_account_merging_and/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://hightouch.com/docs/identity-resolution/overview?utm_source=openaihttps://hightouch.com/docs/identity-resolution/overview?utm_source=openai144962895
https://www.rudderstack.com/learn/customer-data-platform-cdp/warehouse-native-architecture-operating-model/?utm_source=openaihttps://www.rudderstack.com/learn/customer-data-platform-cdp/warehouse-native-architecture-operating-model/?utm_source=openai147962595
https://www.reddit.com/r/CustomerSuccess/comments/1pj0dv8/has_anyone_here_actually_managed_to_build_a_clean/https://www.reddit.com/r/CustomerSuccess/comments/1pj0dv8/has_anyone_here_actually_managed_to_build_a_clean/172976496
https://experienceleague.adobe.com/en/docs/experience-platform/rtcdp/intro/rtcdpb2b-intro/b2b-overview?utm_source=openaihttps://experienceleague.adobe.com/en/docs/experience-platform/rtcdp/intro/rtcdpb2b-intro/b2b-overview?utm_source=openai182974796
https://www.reddit.com/r/DigitalMarketing/comments/1hny6gq/isnt_account_based_marketing_abm_just_detailed/https://www.reddit.com/r/DigitalMarketing/comments/1hny6gq/isnt_account_based_marketing_abm_just_detailed/172976496
https://developer.salesforce.com/blogs/2024/10/data-cloud-and-identity-resolution?utm_source=openaihttps://developer.salesforce.com/blogs/2024/10/data-cloud-and-identity-resolution?utm_source=openai165974096
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://segment.com/resources/cdp/?utm_source=openaihttps://segment.com/resources/cdp/?utm_source=openai158974395
https://www.reddit.com/r/AnalyticsAutomation/comments/1kwrk2u/identity_graph_construction_for_customer_data/https://www.reddit.com/r/AnalyticsAutomation/comments/1kwrk2u/identity_graph_construction_for_customer_data/172976496
https://support.demandbase.com/hc/en-us/articles/360051362791-Demandbase-ABX-Platform-and-Add-On-Solutions-Overview?utm_source=openaihttps://support.demandbase.com/hc/en-us/articles/360051362791-Demandbase-ABX-Platform-and-Add-On-Solutions-Overview?utm_source=openai147971395
https://www.leandata.com/platform/ai-sdr-routing/?utm_source=openaihttps://www.leandata.com/platform/ai-sdr-routing/?utm_source=openai13295494
https://calibermind.com/?utm_source=openaihttps://calibermind.com/?utm_source=openai124961094
https://revops.tools/dreamdata/?utm_source=openaihttps://revops.tools/dreamdata/?utm_source=openai1395194
https://docs.treasure.ai/products/customer-data-platform/integration-hub?utm_source=openaihttps://docs.treasure.ai/products/customer-data-platform/integration-hub?utm_source=openai123952094
Model Comparison

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All recommended domains

Every domain the AI models recommended in web-search fanout runs for RevOps Architect, 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.com4.748.058974395
hightouch.com4.436.044962895
dreamdata.io3.6510.042962395
rudderstack.com1.412.047962595
revsure.ai0.924.04196294
calibermind.com0.936.024961094
tealium.com0.824.053974495
adobe.com0.812.082974595
treasuredata.com0.636.043961394
salesforce.com0.512.065973796
zoominfo.com0.412.049971795
hockeystack.com0.324.042961694
amperity.com0.312.026952195
leadspace.com0.312.02796194
demandbase.com0.312.04797994
openprise.com0.312.0094091
leandata.com0.212.03295494
gartner.com0.212.061972495
redpointglobal.com0.212.03196094
databricks.com0.112.050973295
business.adobe.com0.112.0004996
funnel.io0.112.044963695
celebrus.com0.112.02195094
heeet.io0.112.01695093
actioniq.com0.112.046961294
g2.com0.112.059972995
cometly.com0.112.02595394
bizible.com0.112.04796394
simondata.com0.112.02595194
census.com0.012.0095092
6sense.com0.012.046973995
tealum.com0.012.00000
marketo.adobe.com0.012.000093
ketch.com0.012.03296594