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Martech CDP Attribution Software

Neutral

LLM Search+Fanout Visibility
Dominant · SE Outbound Links ρ=0.665

AI recommendation signal analysis across 123 domains for the Neutral persona in Martech CDP Attribution Software.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
123Domains Tracked
Neutral_persona.report
DomainScore
salesforce.com
6.6
segment.com
4.0
tealium.com
2.4
adobe.com
2.4
bloomreach.com
1.5
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 Neutral 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 Neutral fanout queries, aggregated by how often each URL was cited. Filtered by the model checkboxes above.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
Best Customer Data Platforms Reviews 2026 | Gartner Peer Insightshttps://www.gartner.com/reviews/market/customer-data-platforms361972495
https://cdp.com/basics/cdp-vendors/https://cdp.com/basics/cdp-vendors/336963095
gartner.comhttps://www.gartner.com/reviews/market/b2b-multitouch-attribution-tools261972495
Best CDPs 2026: Top customer data platforms comparedhttps://www.decentriq.com/article/best-cdps22195594
bloomreach.comhttps://www.bloomreach.com/en/blog/best-customer-data-platforms-cdps241961195
hockeystack.comhttps://www.hockeystack.com/blog-posts/best-marketing-attribution-software242961694
https://learn.g2.com/best-attribution-softwarehttps://learn.g2.com/best-attribution-software259974295
Best Marketing Attribution Software & Tools 2026https://www.ruleranalytics.com/blog/analytics/marketing-attribution-software/23995294
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
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
15 Best Customer Data Platforms (CDPs) for 2026https://www.cience.com/blog/cdp-companies/134951295
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
https://medium.com/@community_md101/9-best-customer-data-platforms-cdps-in-2026-in-depth-look-3983adabf759https://medium.com/@community_md101/9-best-customer-data-platforms-cdps-in-2026-in-depth-look-3983adabf759174976897
g2.comhttps://www.g2.com/categories/customer-data-platform-cdp/enterprise159972995
What Is the Best Marketing Attribution Software in 2026? (Compared)https://www.nvecta.com/blog/best-marketing-attribution-software-2026/?utm_source=openai12095093
https://business.adobe.com/content/dam/dx/us/en/resources/reports/customer-data-platform-products-peak-matrix-assessment-2025/customer-data-platform-cdp-products-peak-matrix-assessment-2025.pdfhttps://business.adobe.com/content/dam/dx/us/en/resources/reports/customer-data-platform-products-peak-matrix-assessment-2025/customer-data-platform-cdp-products-peak-matrix-assessment-2025.pdf182974996
https://usermaven.com/blog/martech-toolshttps://usermaven.com/blog/martech-tools129952495
The Forrester Wave for Customer Data Platforms 2024: Top Takeaways - CX Todayhttps://www.cxtoday.com/customer-analytics-intelligence/the-forrester-wave-for-customer-data-platforms-2024-top-takeaways/?utm_source=openai140952294
10 Best Marketing Attribution Tools & Platforms (2026) — SegmentStreamhttps://segmentstream.com/blog/articles/best-attribution-tools11795994
https://learn.g2.com/best-customer-data-platformshttps://learn.g2.com/best-customer-data-platforms159974295
https://insiderone.com/best-customer-data-platform/https://insiderone.com/best-customer-data-platform/140952795
https://growth-onomics.com/top-tools-for-algorithmic-attribution/https://growth-onomics.com/top-tools-for-algorithmic-attribution/125951794
improvado.iohttps://improvado.io/blog/multi-touch-attribution-solutions137962695
https://www.singular.net/blog/global-best-mmp/https://www.singular.net/blog/global-best-mmp/14797894
https://www.g2.com/categories/customer-data-platform-cdphttps://www.g2.com/categories/customer-data-platform-cdp159972995
https://www.g2.comhttps://www.g2.com159972995
https://www.trustradius.com/customer-data-platform-cdphttps://www.trustradius.com/customer-data-platform-cdp148961694
https://www.singular.net/blog/top-mmp/https://www.singular.net/blog/top-mmp/14797894
https://www.gartner.comhttps://www.gartner.com161972495
https://Madgicx.com/blog/advanced-ad-tech-platform-for-attributionhttps://Madgicx.com/blog/advanced-ad-tech-platform-for-attribution125951995
https://thecxlead.com/tools/best-customer-data-platform/https://thecxlead.com/tools/best-customer-data-platform/128952695
https://www.improvado.comhttps://www.improvado.com1092092
https://www.cometly.com/post/marketing-attribution-softwarehttps://www.cometly.com/post/marketing-attribution-software12595394
https://www.softwaretestinghelp.com/best-customer-data-platform-cdp/https://www.softwaretestinghelp.com/best-customer-data-platform-cdp/13596194
https://tryzens.com/customer-data-platforms-a-comparison/https://tryzens.com/customer-data-platforms-a-comparison/123951795
https://houseofmartech.com/blog/best-customer-data-platform-for-saas-companies-2025https://houseofmartech.com/blog/best-customer-data-platform-for-saas-companies-20251394194
https://www.understoryagency.com/blog/top-marketing-attribution-tools-saas-growthhttps://www.understoryagency.com/blog/top-marketing-attribution-tools-saas-growth11395594
https://thecmo.com/tools/best-marketing-attribution-software/https://thecmo.com/tools/best-marketing-attribution-software/131952495
https://www.marketresearch.com/GlobalInfoResearch-v4117/Global-Mobile-Attribution-Platforms-Company-43275184/https://www.marketresearch.com/GlobalInfoResearch-v4117/Global-Mobile-Attribution-Platforms-Company-43275184/13796894
https://prescientai.com/blog/top-marketing-attribution-software-solutionshttps://prescientai.com/blog/top-marketing-attribution-software-solutions118951294
https://www.adbeacon.com/19-best-marketing-attribution-software-solutions-in-2026/https://www.adbeacon.com/19-best-marketing-attribution-software-solutions-in-2026/11495092
https://www.adasight.com/blog/top-marketing-attribution-toolshttps://www.adasight.com/blog/top-marketing-attribution-tools1795092
https://www.capterra.com/marketing-attribution-software/https://www.capterra.com/marketing-attribution-software/154961895
https://www.rebrandly.com/blog/best-marketing-attribution-softwarehttps://www.rebrandly.com/blog/best-marketing-attribution-software154962395
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/336963095
19 Best Marketing Attribution Software Solutions Reviewed for 2026https://www.hockeystack.com/blog-posts/best-marketing-attribution-software342961694
gartner.comhttps://www.gartner.com/reviews/market/customer-data-platforms361972495
gartner.comhttps://www.gartner.com/reviews/market/b2b-multitouch-attribution-tools261972495
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
https://www.g2.com/categories/customer-data-platform-cdphttps://www.g2.com/categories/customer-data-platform-cdp259972995
11 Best customer data platforms (CDPs) in 2025: In-depth lookhttps://insiderone.com/best-customer-data-platform/240952795
Best CDPs 2026: Top customer data platforms comparedhttps://www.decentriq.com/article/best-cdps22195594
improvado.iohttps://improvado.io/blog/multi-touch-attribution-solutions237962695
I Tested The 10 Best Attribution Software: Hits And Misseshttps://learn.g2.com/best-attribution-software259974295
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-3983adabf759274976897
bloomreach.comhttps://www.bloomreach.com/en/blog/best-customer-data-platforms-cdps241961195
19 Best Marketing Attribution Software Solutions in 2026 | AdBeaconhttps://www.adbeacon.com/19-best-marketing-attribution-software-solutions-in-2026/21495092
The 15 Best Customer Data Platform (CDP) Companies for 2026https://www.softwaretestinghelp.com/best-customer-data-platform-cdp/23596194
Best Marketing Attribution Software & Tools 2026https://www.ruleranalytics.com/blog/analytics/marketing-attribution-software/23995294
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=1157971895
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#3158974395
The Complete B2B MarTech Stack That We'd Use [2026]https://www.warmly.ai/p/blog/b2b-martech-stack128951394
CDP Software: 6 Best Customer Data Platform Vendors Compared (2026)https://cdp.com/basics/cdp-vendors/?utm_source=chatgpt.com136963095
g2.comhttps://www.g2.com/categories/customer-data-platform-cdp/enterprise159972995
https://www.alterian.com/forrester-wave-leaderhttps://www.alterian.com/forrester-wave-leader11595093
10 Best Marketing Attribution Tools & Platforms (2026) — SegmentStreamhttps://segmentstream.com/blog/articles/best-attribution-tools11795994
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
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-platforms14196995
Best Customer Data Platform for SaaS Companies in 2025https://houseofmartech.com/blog/best-customer-data-platform-for-saas-companies-20251394194
https://www.nvecta.com/blog/best-marketing-attribution-software-2026/https://www.nvecta.com/blog/best-marketing-attribution-software-2026/12095093
12 Leading Advanced Ad Tech Platforms for Attributionhttps://Madgicx.com/blog/advanced-ad-tech-platform-for-attribution125951995
25 Best Marketing Attribution Software Reviewed For 2026https://thecmo.com/tools/best-marketing-attribution-software/131952495
https://emt.gartnerweb.com/en/documents/7363930https://emt.gartnerweb.com/en/documents/73639301--3695
15 Best Customer Data Platforms (CDPs) for 2026https://www.cience.com/blog/cdp-companies/134951295
Singular is the global best MMP for 2nd year running, say 1,636 marketershttps://www.singular.net/blog/global-best-mmp/14797894
10+ MarTech tools for a high-performing stack in 2026https://usermaven.com/blog/martech-tools129952495
https://www.forrester.com/report/the-b2c-customer-data-platform-landscape-q1-2024/RES180440https://www.forrester.com/report/the-b2c-customer-data-platform-landscape-q1-2024/RES180440157971895
The Best Marketing Attribution Tools for 2026 (And How to Choose the Right One) - SegMetricshttps://segmetrics.io/articles/the-best-marketing-attribution-tools-for-2026-and-how-to-choose-the-right-one/125952195
https://learn.g2.com/customer-data-platformshttps://learn.g2.com/customer-data-platforms159974295
G2 redo: yep, Singular’s the top MMP again, according to 1,794 marketershttps://www.singular.net/blog/top-mmp/14797894
Cometly | Marketing Attribution Softwarehttps://www.cometly.com/12595394
https://toolradar.com/best/attributionhttps://toolradar.com/best/attribution1694494
Customer data platforms: a comparisonhttps://tryzens.com/customer-data-platforms-a-comparison/123951795
https://www.salesforce.com/ap/form/data-cloud-gartner-magic-quadrant/https://www.salesforce.com/ap/form/data-cloud-gartner-magic-quadrant/165973796
11 Best AI Analytics Platforms for Performance Marketinghttps://madgicx.com/blog/ai-analytics-platforms125951995
12 top marketing attribution software solutions: 2026 comparison guide | Prescient AIhttps://prescientai.com/blog/top-marketing-attribution-software-solutions118951294
https://www.cxtoday.com/customer-analytics-intelligence/the-forrester-wave-for-customer-data-platforms-2024-top-takeaways/https://www.cxtoday.com/customer-analytics-intelligence/the-forrester-wave-for-customer-data-platforms-2024-top-takeaways/140952294
6 Best Marketing Attribution Software Tools in 2025https://www.owox.com/blog/articles/top-marketing-attribution-software14196194
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
12 Enterprise MarTech Integration Partners for 2026https://www.pedowitzgroup.com/blog/12-enterprise-martech-integration-partners-for-202612795194
https://newsroom.workday.com/2025-10-15-Workday-Recognized-as-a-Leader-in-2025-Gartner-R-Magic-Quadrant-TM-for-Cloud-ERP-for-Service-Centric-Enterprises-for-Fourth-Consecutive-Year?asPDF=1&refCamp=7014X000002XTnnQAGhttps://newsroom.workday.com/2025-10-15-Workday-Recognized-as-a-Leader-in-2025-Gartner-R-Magic-Quadrant-TM-for-Cloud-ERP-for-Service-Centric-Enterprises-for-Fourth-Consecutive-Year?asPDF=1&refCamp=7014X000002XTnnQAG151971795
Best Customer Data Platforms (CDP) 2026 | TrustRadiushttps://www.trustradius.com/customer-data-platform-cdp148961694
SAP Customer Data Platform vs Treasure Data CDP 2026 | Gartner Peer Insightshttps://www.gartner.com/reviews/market/customer-data-platforms/compare/product/sap-customer-data-platform-vs-treasure-data-cdp161972495
https://en.wikipedia.org/wiki/Persona_%28identity_verification_service%29https://en.wikipedia.org/wiki/Persona_%28identity_verification_service%29180987697
Top Tools for Algorithmic Attribution in 2025 - growth-onomicshttps://growth-onomics.com/top-tools-for-algorithmic-attribution/#Data_Analysis_Features125951794
https://s203.q4cdn.com/667520861/files/doc_news/Rubrik-Is-Named-a-Leader-in-the-2025-Gartner-Magic-Quadrant-for-Backup-and-Data-Protection-Platforms-2025.pdfhttps://s203.q4cdn.com/667520861/files/doc_news/Rubrik-Is-Named-a-Leader-in-the-2025-Gartner-Magic-Quadrant-for-Backup-and-Data-Protection-Platforms-2025.pdf1--3195
Top 7 Customer Data Platforms for 2026 | CDP Comparisonhttps://improvado.io/blog/top-7-customer-data-platforms137962695
Marketing Attribution & Performance Management: A Marketer’s Guidehttps://downloads.martech.org/MIR_2101_AttPredAna_landingpage.html?utm_source=sel&utm_medium=textlink&utm_campaign=intelligencereports15497994
Top 5 Best CDP Recommendations and Selection Guide for ...https://www.leads-technologies.com/en/1194093
https://business.adobe.com/content/dam/dx/us/en/resources/reports/forrester-wave-b2c-customer-data-platforms-2024/forrester-wave-b2c-customer-data-platforms-2024-pt.pdfhttps://business.adobe.com/content/dam/dx/us/en/resources/reports/forrester-wave-b2c-customer-data-platforms-2024/forrester-wave-b2c-customer-data-platforms-2024-pt.pdf182974996
Business Software and Services Reviews | G2https://www.g2.com/reports/grid-report-for-customer-data-platform-cdp-summer-2025.embed?secure%5Bgated_consumer%5D=69fe597e-4226-4249-9309-6f3436e1faa4&secure%5Btoken%5D=ac04cf6192392e6b41fedcbe63155a6a5e0b0ba6caf2fa172b4d3f30a663c18f&tab=feature-2409-section159972995
10 Best Customer Data Platforms of 2026https://thecxlead.com/tools/best-customer-data-platform/128952695
https://en.wikipedia.org/wiki/Customer_data_platformhttps://en.wikipedia.org/wiki/Customer_data_platform180987697
Attribution - Market Share, Competitor Insights in Marketing Attributionhttps://6sense.com/tech/marketing-attribution/attribution-market-share146973995
https://northernlight.com/wp-content/uploads/2024/12/The-Forrester-Wave-Market-And-Competitive-Intelligence-Platforms-Q4-2024.pdfhttps://northernlight.com/wp-content/uploads/2024/12/The-Forrester-Wave-Market-And-Competitive-Intelligence-Platforms-Q4-2024.pdf12395895
Best Marketing Attribution Software (2026) - SegMetricshttps://segmetrics.io/articles/best-marketing-attribution-software-2026/125952195
https://business.adobe.com/content/dam/dx/us/en/resources/reports/customer-data-platform-products-peak-matrix-assessment-2025/customer-data-platform-cdp-products-peak-matrix-assessment-2025.pdf#4#2https://business.adobe.com/content/dam/dx/us/en/resources/reports/customer-data-platform-products-peak-matrix-assessment-2025/customer-data-platform-cdp-products-peak-matrix-assessment-2025.pdf#4#2182974996
MarTech — Complete Guide to Marketing Technology in 2026https://www.aidigital.com/blog/marketing-technology12095694
https://en.wikipedia.org/wiki/Graviteehttps://en.wikipedia.org/wiki/Gravitee180987697
I Tried 9 Best Customer Data Platforms in 2025: What Works?https://learn.g2.com/best-customer-data-platforms159974295
https://impactotic.co/wp-content/uploads/2025/07/Gartner-Magic-Quadrant-BI-2025.pdfhttps://impactotic.co/wp-content/uploads/2025/07/Gartner-Magic-Quadrant-BI-2025.pdf126951295
Top multi-touch attribution (MTA) tools for 2026https://funnel.io/blog/top-mta-tools144963695
Learn About The Top 9 Marketing Attribution Softwareshttps://www.cometly.com/post/marketing-attribution-software?comet_token_override=1592366155241379848641713632921049736626101658324112595394
30 Digital Marketing Attribution Tools & Software for 2025 (Pros & Cons)https://www.adasight.com/blog/top-marketing-attribution-tools1795092
https://www.deloitte.com/content/dam/assets-shared/docs/about/2025/gartner-csds-mq.pdfhttps://www.deloitte.com/content/dam/assets-shared/docs/about/2025/gartner-csds-mq.pdf160972095
B2B Customer Data Platform, Forrester Wave™ Leader, Q3 2025https://www.treasuredata.com/forrester-wave-b2b-cdp/?utm_source=cdp-dot-com&utm_medium=website-referral&utm_campaign=articles&utm_content=inline143961394
10 Martech Tools Picked for 2026 to Power Your Marketing Strategyhttps://thecmo.com/tools/best-martech-tools/131952495
https://en.wikipedia.org/wiki/G2_%28company%29https://en.wikipedia.org/wiki/G2_%28company%29180987697
Top Marketing Attribution Tools for SaaS Growth | Understoryhttps://www.understoryagency.com/blog/top-marketing-attribution-tools-saas-growth11395594
Best Marketing Attribution Software 2026 | Capterrahttps://www.capterra.com/marketing-attribution-software/154961895
https://www.reddit.com/r/G2dotcom/comments/1r9v8ri/g2_best_software_awards_2026_the_top_100_products/https://www.reddit.com/r/G2dotcom/comments/1r9v8ri/g2_best_software_awards_2026_the_top_100_products/172976496
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
The Definitive Map of B2B Martech Stacks 2025 - The Digital Bloomhttps://thedigitalbloom.com/learn/b2b-martech-stacks-2025/129952395
https://en.wikipedia.org/wiki/Magic_Quadranthttps://en.wikipedia.org/wiki/Magic_Quadrant180987697
Datastreams Platform vs Tealium Customer Data Hub 2026 | Gartner Peer Insightshttps://www.gartner.com/reviews/market/customer-data-platforms/compare/product/datastreams-platform-vs-tealium-customer-data-hub161972495
The 7 Best Customer Data Platforms (CDP) for Your Businesshttps://omr.com/en/reviews/contenthub/best-customer-data-platforms-cdp149974896
https://www.reddit.com/r/CloudTalk_Official/comments/1rg5jwn/cloudtalk_named_a_top_50_sales_and_customer/https://www.reddit.com/r/CloudTalk_Official/comments/1rg5jwn/cloudtalk_named_a_top_50_sales_and_customer/172976496
Global Mobile Attribution Platforms Market 2025 by Company, Regions, Type and Application, Forecast to 2031https://www.marketresearch.com/GlobalInfoResearch-v4117/Global-Mobile-Attribution-Platforms-Company-43275184/13796894
https://en.wikipedia.org/wiki/Denodohttps://en.wikipedia.org/wiki/Denodo180987697
- Page 2 of 4 - Everest Group Research Portalhttps://www2.everestgrp.com/page/2/?s&topic=gdpr%2Caiops%2Cmartech%2Cbrexit134952295
Best Enterprise MarTech Integration Partners in 2026https://www.pedowitzgroup.com/blog/best-enterprise-martech-integration-partners-in-202612795194
https://www.reddit.com/r/redhat/comments/1mnwmfchttps://www.reddit.com/r/redhat/comments/1mnwmfc172976496
Top Composable CDP Alternatives & Competitors 2026 | Gartner Peer Insightshttps://www.gartner.com/reviews/product/composable-cdp/alternatives161972495
https://www.reddit.com/r/SaaS/comments/1rwrssr/spring_2026_g2_report_digital_accessibility_tools/https://www.reddit.com/r/SaaS/comments/1rwrssr/spring_2026_g2_report_digital_accessibility_tools/172976496
Global Mobile Attribution Platforms Sales Market Report, Competitive Analysis and Regional Opportunities 2025-2031https://www.qyresearch.com/reports/4951678/mobile-attribution-platforms11995093
The best marketing attribution software in 2026https://www.rebrandly.com/blog/best-marketing-attribution-software154962395
https://www.reddit.com/r/SecOpsDaily/comments/1pf6lfo/microsoft_named_a_leader_in_the_2025_gartner/https://www.reddit.com/r/SecOpsDaily/comments/1pf6lfo/microsoft_named_a_leader_in_the_2025_gartner/172976496
https://arxiv.org/abs/2606.16878https://arxiv.org/abs/2606.16878165976196
https://www.reddit.com/r/AprimoOfficial/comments/1ptagrg/aprimo_recognized_as_a_leader_in_g2s_winter_2026/https://www.reddit.com/r/AprimoOfficial/comments/1ptagrg/aprimo_recognized_as_a_leader_in_g2s_winter_2026/172976496
https://www.reddit.com/r/AMD_Stock/comments/1ml2ciehttps://www.reddit.com/r/AMD_Stock/comments/1ml2cie172976496
https://www.reddit.com/r/u_AprimoOfficial/comments/1piazph/aprimo_has_been_named_a_leader_again_in_the_2025/https://www.reddit.com/r/u_AprimoOfficial/comments/1piazph/aprimo_has_been_named_a_leader_again_in_the_2025/172976496
https://www.reddit.com/r/BusinessIntelligence/comments/1l2vp0shttps://www.reddit.com/r/BusinessIntelligence/comments/1l2vp0s172976496
https://www.reddit.com/r/devops/comments/1oasip4https://www.reddit.com/r/devops/comments/1oasip4172976496
https://www.reddit.com/r/Spin_AI/comments/1ryxelp/we_just_got_named_a_g2_midmarket_data_security/https://www.reddit.com/r/Spin_AI/comments/1ryxelp/we_just_got_named_a_g2_midmarket_data_security/172976496
https://arxiv.org/abs/2602.10577https://arxiv.org/abs/2602.10577165976196
https://www.g2.com/categories/customer-data-platform-cdp?utm_source=openaihttps://www.g2.com/categories/customer-data-platform-cdp?utm_source=openai159972995
https://www.cxtoday.com/customer-analytics-intelligence/gartner-magic-quadrant-for-customer-data-platforms-cdps-2025-the-rundown/?utm_source=openaihttps://www.cxtoday.com/customer-analytics-intelligence/gartner-magic-quadrant-for-customer-data-platforms-cdps-2025-the-rundown/?utm_source=openai140952294
https://www.nvecta.com/blog/best-marketing-attribution-software-2026/?utm_source=openaihttps://www.nvecta.com/blog/best-marketing-attribution-software-2026/?utm_source=openai12095093
https://www.cxtoday.com/customer-analytics-intelligence/the-forrester-wave-for-customer-data-platforms-2024-top-takeaways/?utm_source=openaihttps://www.cxtoday.com/customer-analytics-intelligence/the-forrester-wave-for-customer-data-platforms-2024-top-takeaways/?utm_source=openai140952294
Model Comparison

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All recommended domains

Every domain the AI models recommended in web-search fanout runs for Neutral, 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
salesforce.com6.648.065973796
segment.com4.048.058974395
tealium.com2.448.053974495
adobe.com2.448.082974595
bloomreach.com1.548.041961195
hubspot.com1.036.070973796
treasuredata.com1.036.043961394
twilio.com1.024.056973395
hightouch.com0.436.044962895
dreamdata.io0.448.042962395
actioniq.com0.324.046961294
hockeystack.com0.236.042961694
amplitude.com0.212.053974396
ruleranalytics.com0.124.03995294
triplewhale.com0.112.047963894
singular.net0.112.04797894
cometly.com0.124.02595394
prescientai.com0.012.018951294
mixpanel.com0.012.051974796
adbeacon.com0.012.01495092