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Data Analytics BI Software

Retail Operations Analyst

LLM Search+Fanout Visibility
Dominant · SE Outbound Links ρ=0.539

AI recommendation signal analysis across 143 domains for the Retail Operations Analyst persona in Data Analytics BI Software.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
143Domains Tracked
Retail Operations Analyst_persona.report
DomainScore
phocassoftware.com
4.0
powerbi.microsoft.com
3.2
knowi.com
2.3
tableau.com
1.6
agilenceinc.com
1.4
Want a custom AI visibility audit for Data Analytics BI 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 Retail Operations Analyst 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 Retail Operations Analyst fanout queries, aggregated by how often each URL was cited. Filtered by the model checkboxes above.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
14 Best Retail Analytics Software Solutions 2026https://datawiz.io/en/blog/best-retail-analytics-software/2995594
Retail Analytics Software: The 9 Best Platforms for Multi-Store Operators in 2026 - Genloophttps://genloop.ai/blogs/best-retail-analytics-software2395394
15 Best Retail Analytics Platforms for Marketing Teams in 2026https://improvado.io/blog/retail-analytics-software237962695
Retail Data Analytics Software & Metrics | Phocas Softwarehttps://www.phocassoftware.com/industries/retail?utm_source=openai13095194
genloop.aihttps://genloop.ai/blogs/best-agentic-ai-platforms-for-retail-analytics1395394
https://www.knowi.com/knowledge-center/retail-analytics/https://www.knowi.com/knowledge-center/retail-analytics/11995694
Agilence for Operationshttps://www.agilenceinc.com/solutions/operations?utm_source=openai11695094
zenlytic.comhttps://zenlytic.com/blog/retail-analytic-solutions12296294
Best Business Intelligence Platforms 2025: BI Software Guide | SalesPlayhttps://www.marketsandmarkets.com/AI-sales/best-business-intelligence-platforms15097894
https://www.sigmacomputing.com/blog/data-apps-retailhttps://www.sigmacomputing.com/blog/data-apps-retail12996594
Retail Analytic Software, Tools & Data Warehousing by Aptoshttps://www.aptos.com/product/analytics?utm_source=openai12195494
datawiz.iohttps://datawiz.io/en/bi/1995594
Retail Analytics Software: Top Picks & Use Cases (2025) - Shopifyhttps://www.shopify.com/enterprise/blog/retail-analytics-software182976596
https://zoftwarehub.com/products/retailmetrix/overviewhttps://zoftwarehub.com/products/retailmetrix/overview1995294
Top 5 Reporting Tools for Retail in 2026 - Helical Insighthttps://www.helicalinsight.com/top-5-reporting-tools-for-retail/11495094
Retail | Power BIhttps://www.microsoft.com/en/power-platform/products/power-bi/industry/retail?utm_source=openai180974896
youtube.comhttps://www.youtube.com/watch?v=oIKNBaIVNo4191997597
The 10 Best Business Intelligence (BI) Tools of %% ...https://www.selecthub.com/c/business-intelligence-tools/13095994
https://www.guandata.com/gy/post/B24f1FmA.htmlhttps://www.guandata.com/gy/post/B24f1FmA.html13495394
Real-Time Inventory Management with BI for Retailhttps://www.strategysoftware.com/blog/real-time-inventory-management-with-bi-for-retail12496194
Empower everyone with retail intelligence | Tableauhttps://www.tableau.com/solutions/retail-intelligence?utm_source=openai157971695
thoughtspot.comhttps://www.thoughtspot.com/data-trends/business-intelligence/business-intelligence-in-retail136961495
20 Top Business Intelligence Tools to Know About in 2025https://www.techtarget.com/searchbusinessanalytics/feature/Top-business-intelligence-tools-to-know-about158972194
https://www.dremio.com/solutions/retail-consumer-products/https://www.dremio.com/solutions/retail-consumer-products/13096995
Best Retail Analytics Software 2025 | TrustRadiushttps://www.trustradius.com/categories/retail-analytics148961694
Domo for Retail | Domohttps://www.domo.com/industries/retail?utm_source=openai14697795
relexsolutions.comhttps://www.relexsolutions.com/solutions-overview/12796394
https://www.epicor.com/en-us/blog/industries/scale-and-adapt-with-epicor-propello/https://www.epicor.com/en-us/blog/industries/scale-and-adapt-with-epicor-propello/13296795
BI System For Analyzing Store Chains | Datawiz Business Intelligencehttps://datawiz.io/en/?utm_source=openai1995594
qksgroup.comhttps://qksgroup.com/sparkplus?market-id=49&market-name=intelligent-retail-pricing-%26-promotion-optimization-(irp%26po)128952095
Retail Analytics Market worth $25.0 billion by 2029 - Exclusive Report by MarketsandMarkets™https://www.prnewswire.co.uk/news-releases/retail-analytics-market-worth-25-0-billion-by-2029---exclusive-report-by-marketsandmarkets-302102302.html13896494
https://www.nasdaq.com/press-release/retailpro-nayax-company-and-onebeat-partner-transform-inventory-static-data-real-timehttps://www.nasdaq.com/press-release/retailpro-nayax-company-and-onebeat-partner-transform-inventory-static-data-real-time153971795
Top AI-Driven Retail Analytics Software Solutions for 2026 | ReBizhttps://rebiz.com/top-ai-enabled-retail-analytics-software-solutions/1894794
AI Analytics for Retail & Consumer Brands | Omni - Omni Analyticshttps://omni.co/industry/retail?utm_source=openai127951595
domo.comhttps://www.domo.com/learn/article/how-business-intelligence-is-revolutionizing-the-retail-industry14697795
Retail Analytics Industry worth $25.0 billion by 2029https://www.marketsandmarkets.com/PressReleases/retail-analytics.asp15097894
https://www.scoopanalytics.com/blog/the-best-retail-ai-platforms-for-multi-location-operationshttps://www.scoopanalytics.com/blog/the-best-retail-ai-platforms-for-multi-location-operations11095094
Point of Sale (POS) Analytics for Retail | Lightspeedhttps://www.lightspeedhq.com/pos/retail/analytics/147973694
Supply Chain Data Analytics | Qlikhttps://www.qlik.com/us/solutions/functions/operations?utm_source=openai141961194
safetyculture.comhttps://safetyculture.com/apps/retail-analytics138963195
https://www.strategy.com/pl/software/strategyone/mobile-analyticshttps://www.strategy.com/pl/software/strategyone/mobile-analytics12795594
Looker business intelligence platform embedded analytics | Google Cloudhttps://cloud.google.com/looker?hl=en&utm_source=openai199996296
RetailNext | Retail Analytics Platform for Physical Storeshttps://retailnext.net/130952195
https://v-count.com/es/boostbi-retail-visitor-analytics/https://v-count.com/es/boostbi-retail-visitor-analytics/1995994
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
14 Best Retail Analytics Software Solutions 2026https://datawiz.io/en/blog/best-retail-analytics-software/2995594
Retail Analytics Software: The 9 Best Platforms for Multi-Store Operators in 2026 - Genloophttps://genloop.ai/blogs/best-retail-analytics-software2395394
15 Best Retail Analytics Platforms for Marketing Teams in 2026https://improvado.io/blog/retail-analytics-software237962695
Best POS Solutions for Complex Retail Operations (2026): Lightspeed Selected for Advanced Inventory and Analytics Tools by Consumer365https://finance.yahoo.com/sectors/technology/articles/best-pos-solutions-complex-retail-091000821.html269975396
Embedded Retail Analytics Software – Reveal BIhttps://www.revealbi.io/retail-analytics21995694
I Evaluated and Ranked the 6 Best Retail POS Software in 2026https://learn.g2.com/best-retail-pos-systems259974295
Real-Time Inventory Management with BI for Retailhttps://www.strategysoftware.com/blog/real-time-inventory-management-with-bi-for-retail22496194
genloop.aihttps://genloop.ai/blogs/best-agentic-ai-platforms-for-retail-analytics2395394
Retail Business Intelligence: Top Use Cases and Platformshttps://www.itransition.com/business-intelligence/retail23295494
https://towne.io/https://towne.io/1093092
Scale and Adapt with Epicor Propellohttps://www.epicor.com/en-us/blog/industries/scale-and-adapt-with-epicor-propello/13296795
https://www.microsoft.com/en/power-platform/products/power-bi/industry/retailhttps://www.microsoft.com/en/power-platform/products/power-bi/industry/retail180974896
zenlytic.comhttps://zenlytic.com/blog/retail-analytic-solutions12296294
Retail Data Analytics Dashboardhttps://www.retailcontrolsystems.com/solutions/retail-data-analytics-dashboard/11195092
VitaraCharts for Strategy: Retailhttps://www.strategy.com/zh/software/solutions-hub/vitaracharts-for-strategy-retail#retail12795594
https://cloud.google.com/looker?hl=enhttps://cloud.google.com/looker?hl=en199996296
datawiz.iohttps://datawiz.io/en/bi/1995594
From Lag to Lead: How Data Apps Are Making Retailers Smarterhttps://www.sigmacomputing.com/blog/data-apps-retail12996594
https://www.opsuite.com/https://www.opsuite.com/11194093
youtube.comhttps://www.youtube.com/watch?v=oIKNBaIVNo4191997597
Retail Analytics & Business Intelligence | Qlikhttps://www.qlik.com/us/solutions/industries/retail-analytics141961194
Store Performance Reporting - Alteryxhttps://devweb3.alteryx.com/resources/use-case/automate-interactive-sales-reporting13796--
Best POS Solutions for Complex Retail Operations (2026): Lightspeed Selected for Advanced Inventory and Analytics Tools by Consumer365https://www.prnewswire.com/news-releases/best-pos-solutions-for-complex-retail-operations-2026-lightspeed-selected-for-advanced-inventory-and-analytics-tools-by-consumer365-302730692.html164971895
https://learn.microsoft.com/en-us/power-bi/create-reports/sample-retail-analysishttps://learn.microsoft.com/en-us/power-bi/create-reports/sample-retail-analysis180976296
thoughtspot.comhttps://www.thoughtspot.com/data-trends/business-intelligence/business-intelligence-in-retail136961495
经营分析:零售BI平台选型与数据接入指南https://guandata.com/gy/post/B24f1FmA.html13495394
https://docs.cloud.google.com/retail/docs/get-dashboards-that-show-kpis?hl=enhttps://docs.cloud.google.com/retail/docs/get-dashboards-that-show-kpis?hl=en199994396
relexsolutions.comhttps://www.relexsolutions.com/solutions-overview/12796394
Best Business Intelligence Platforms 2025: BI Software Guide | SalesPlayhttps://www.marketsandmarkets.com/AI-sales/best-business-intelligence-platforms15097894
Customers evaluate the quality of Impact Analytics's products using the following success metrics.https://www.cbinsights.com/compare/impact-analytics-vs-syrup-tech148971594
Top 10 retail execution software compared for 2026https://axonify.com/blog/retail-execution-platforms/130962395
https://erply.com/https://erply.com/124961695
qksgroup.comhttps://qksgroup.com/sparkplus?market-id=49&market-name=intelligent-retail-pricing-%26-promotion-optimization-(irp%26po)128952095
How Actionable Data is Powering Smarter Operations at Jack in the Boxhttps://www.wwt.com/video/how-actionable-data-is-powering-smarter-operations-at-jack-in-the-box133961094
https://www.tableau.com/solutions/industries/retail-consumer-goods/retailhttps://www.tableau.com/solutions/industries/retail-consumer-goods/retail157971695
domo.comhttps://www.domo.com/learn/article/how-business-intelligence-is-revolutionizing-the-retail-industry14697795
Strategy One – Mobile Analytics, on-the-go insights for effective decision-makinghttps://www.strategy.com/pl/software/strategyone/mobile-analytics12795594
https://cloud.google.com/looker?hl=dehttps://cloud.google.com/looker?hl=de199996296
safetyculture.comhttps://safetyculture.com/apps/retail-analytics138963195
Retail Analytics Market worth $25.0 billion by 2029 - Exclusive Report by MarketsandMarkets™https://www.prnewswire.co.uk/news-releases/retail-analytics-market-worth-25-0-billion-by-2029---exclusive-report-by-marketsandmarkets-302102302.html13896494
Zebra Workcloud Actionable Intelligence reviews 2025 | FitGaphttps://us.fitgap.com/products/006907/zebra-workcloud-actionable-intelligence1--594
Retail Data Integration: Harnessing POS Analytics for Enhanced Customer Insightshttps://dataforest.ai/blog/retail-data-integration-harnessing-pos-analytics-for-enhanced-customer-insights120951294
https://rebiz.com/https://rebiz.com/1894794
Retail Analytics Software: Top Picks & Use Cases (2025) - Shopifyhttps://www.shopify.com/enterprise/blog/retail-analytics-software182976596
RetailPro, a Nayax Company, and Onebeat Partner to Transform Inventory from Static Data to Real-Time Profit Enginehttps://www.nasdaq.com/press-release/retailpro-nayax-company-and-onebeat-partner-transform-inventory-static-data-real-time153971795
Top 5 Reporting Tools for Retail in 2026 - Helical Insighthttps://www.helicalinsight.com/top-5-reporting-tools-for-retail/11495094
https://www.qlik.com/us/solutions/functions/operationshttps://www.qlik.com/us/solutions/functions/operations141961194
(PDF) Operational Dashboards for Retail Performance Monitoringhttps://www.researchgate.net/publication/392438964_Operational_Dashboards_for_Retail_Performance_Monitoring166973395
Retail Analytics Platform | Boost Sales & Customer Insights -https://www.knowi.com/knowledge-center/retail-analytics/11995694
Retail Solutions POS | Retail Software Solutions | Cloud POS Platformhttps://www.flooid.com/us/retail-software-solutions/11795093
https://www.agilenceinc.com/solutions/retailhttps://www.agilenceinc.com/solutions/retail11695094
The Best Retail AI Platforms for Multi-Location Operations | Scoop Analyticshttps://www.scoopanalytics.com/blog/the-best-retail-ai-platforms-for-multi-location-operations11095094
Best Retail Analytics Software 2025 | TrustRadiushttps://www.trustradius.com/categories/retail-analytics148961694
https://realtimepos.com/https://realtimepos.com/1094093
Relex: What it is, features and prices (2025)https://datup.ai/en/vs/relex-solutions11195594
RetailPro and Onebeat Partner to Turn Inventory into Real-Time Profit Enginehttps://www.nayax.com/lv/news/retailpro_and_onebeat_partner/12496294
https://www.tableau.com/solutions/retail-intelligencehttps://www.tableau.com/solutions/retail-intelligence157971695
RetailNext | Retail Analytics Platform for Physical Storeshttps://retailnext.net/130952195
retailMetrixhttps://zoftwarehub.com/products/retailmetrix/overview1995294
https://cloud.google.com/looker-bihttps://cloud.google.com/looker-bi199996296
The 10 Best Business Intelligence (BI) Tools of %% ...https://www.selecthub.com/c/business-intelligence-tools/13095994
LS Central for Retail | Retail Management Softwarehttps://www.microchannel.com.au/resources/ls-central-for-retail/1894093
Point of Sale (POS) Analytics for Retail | Lightspeedhttps://www.lightspeedhq.com/pos/retail/analytics/147973694
https://datawiz.io/en/https://datawiz.io/en/1995594
零售BI四款评测好的经营分析Tableau与PowerBI等https://www.guandata.com/gy/post/8QhRgtYm.html13495394
Analytics for LS Central | Business Intelligence software | LS Retailhttps://www.lsretail.com/products/reports-analytics12495394
https://appsource.microsoft.com/ko-kr/product/power-bi/agile_analytics.retail-analytics?tab=overviewhttps://appsource.microsoft.com/ko-kr/product/power-bi/agile_analytics.retail-analytics?tab=overview180975196
Best PoS systems with inventory management in 2026 — Retail Technology Innovation Hubhttps://retailtechinnovationhub.com/home/2026/4/28/best-pos-systems-with-inventory-management-in-2026131962595
KRISP Retail POS App - App Storehttps://apps.apple.com/se/app/krisp-retail-pos/id1538535925?l=en-GB185987697
Top AI-Driven Retail Analytics Software Solutions for 2026 | ReBizhttps://rebiz.com/top-ai-enabled-retail-analytics-software-solutions/1894794
https://docs.cloud.google.com/looker/docs/looker-google-integrations?hl=enhttps://docs.cloud.google.com/looker/docs/looker-google-integrations?hl=en199994396
Retail - Retailhttps://docs.oracle.com/en/industries/retail/index.html172975496
销售及经营分析BI评测Tableau与PowerBI等四款https://www.guandata.com/gy/post/oycuw44U.html13495394
25 Best Retail Analytics Software Picks for 2026 | The Retail Exechttps://theretailexec.com/tools/best-retail-analytics-software/125951894
https://www.pospeed.com/https://www.pospeed.com/10000
Predictive Analytics in Retail: A 2026 Guide to Use Cases, ...https://genloop.ai/blogs/predictive-analytics-in-retail1395394
Dremio for Retail & Consumer Products: Real-Time Analytics & AI for Smarter Merchandising | Dremiohttps://www.dremio.com/solutions/retail-consumer-products/13096995
9 Best Retail Execution Field Apps in 2026https://www.xenia.team/articles/retail-execution-field-app11395394
https://www.domo.com/featureshttps://www.domo.com/features14697795
20 Top Business Intelligence Tools to Know About in 2025https://www.techtarget.com/searchbusinessanalytics/feature/Top-business-intelligence-tools-to-know-about158972194
retailMetrixhttps://zoftwarehub.com/products/retailmetrix/features1995294
https://www.agiliron.com/https://www.agiliron.com/11795194
Retail Inventory Management Dashboard | Bold BIhttps://www.boldbi.com/dashboard-examples/retail/retail-inventory-management-dashboard/11595093
Integration with The Retail Score - Maropost Communityhttps://galaxy.maropost.com/kb/articles/138-integration-with-the-retail-score134951194
https://getward.ai/https://getward.ai/1----
Best POS Inventory Management Software in 2026 – The POS Brokershttps://theposbrokers.com/2026/04/21/best-pos-inventory-management-software-in-2026/11496895
BoostBIhttps://v-count.com/es/boostbi-retail-visitor-analytics/#content1995994
https://www.domo.com/industries/retailhttps://www.domo.com/industries/retail14697795
Retail Business Insights | Oraclehttps://www.oracle.com/retail/insights/172973295
Crosscan App - App Storehttps://apps.apple.com/tr/app/crosscan/id1024526291185987697
https://www.techradar.com/pro/security/experts-reveal-leakylooker-flaws-let-hackers-gain-access-to-user-information-in-google-looker-studio-so-be-on-your-guardhttps://www.techradar.com/pro/security/experts-reveal-leakylooker-flaws-let-hackers-gain-access-to-user-information-in-google-looker-studio-so-be-on-your-guard155972195
零售BI系统有哪些?销售提升与库存优化https://www.seeyon.com/article/wyCUg2yk.html12695194
https://www.phocassoftware.com/industries/retailhttps://www.phocassoftware.com/industries/retail13095194
6 Best Retail Analytics Software For Data-Driven Successhttps://www.xenia.team/articles/best-retail-analytics-software-202411395394
https://app.powerbi.com/providers/index.cshtmlhttps://app.powerbi.com/providers/index.cshtml153974996
Retail Stores Performance Analysis Dashboard | Bold BIhttps://www.boldbi.com/dashboard-examples/retail/retail-stores-performance-dashboard/11595093
https://cloud.google.com/looker?e=0&hl=enhttps://cloud.google.com/looker?e=0&hl=en199996296
Best POS Inventory Systems 2026https://fitsmallbusiness.com/best-pos-inventory-system/143963795
https://omni.co/industry/retailhttps://omni.co/industry/retail127951595
Retail Analytics Industry worth $25.0 billion by 2029https://www.marketsandmarkets.com/PressReleases/retail-analytics.asp15097894
https://powerbi.microsoft.com/en-cy/blog/visualize-your-vmob-data-in-power-bi/https://powerbi.microsoft.com/en-cy/blog/visualize-your-vmob-data-in-power-bi/180974495
Agentic AI for Retail Analytics: Use Cases, Examples & Best Practices (2026) - Genloophttps://genloop.ai/blogs/agentic-ai-retail-analytics1395394
https://info.agilenceinc.com/your-solution-agilence-analyticshttps://info.agilenceinc.com/your-solution-agilence-analytics11695194
https://www.aptos.com/product/analyticshttps://www.aptos.com/product/analytics12195494
Retail Analytics Solutions | Dashboard Examples | Bold BIhttps://www.boldbi.com/dashboard-examples/retail/11595093
https://www.qlik.com/us/solutions/functions/sales-analyticshttps://www.qlik.com/us/solutions/functions/sales-analytics141961194
10 Best Retail POS Systems Of 2026 – Forbes Advisorhttps://www.forbes.com/advisor/business/software/best-retail-pos-system/168973295
https://www.linkedin.com/company/agilence-inchttps://www.linkedin.com/company/agilence-inc190987397
Operations Optimization Solution Market Growth Report 2025https://www.thebusinessresearchcompany.com/report/operations-optimization-solution-global-market-report142961094
https://www.celerant.com/https://www.celerant.com/12295294
Why RetailNext Is The Ultimate In-Store Analytics Platform | RetailNexthttps://retailnext.net/blog/why-retailnext-is-the-ultimate-analytics-platform130952195
https://learn.microsoft.com.mcas.ms/en-us/power-bi/https://learn.microsoft.com.mcas.ms/en-us/power-bi/1--00
5 Retail Dashboard Examples to Make Faster Data Decisionshttps://www.thoughtspot.com/data-trends/dashboard/retail-dashboard-examples136961495
https://www.agilenceinc.com/https://www.agilenceinc.com/11695094
Retail Analytics Software — See What Your POS Can't Tell You (2026)https://visualproof.traxsales.com/retail-analytics-software1--391
https://www.techradar.com/best/best-pos-systems-for-retailhttps://www.techradar.com/best/best-pos-systems-for-retail155972195
Retail AI and Analytics | Oraclehttps://www.oracle.com/retail/ai-analytics/172973295
https://en.wikipedia.org/wiki/Microsoft_Power_BIhttps://en.wikipedia.org/wiki/Microsoft_Power_BI180987697
RetailNext: Reviews, Prices & Features | Appvizerhttps://www.appvizer.com/commercial/retail-mgt-systems/retailnext11795094
https://www.agilenceinc.com/solutions/operationshttps://www.agilenceinc.com/solutions/operations11695094
Top 10 Business Intelligence Tools in 2025 | wynEnterprisehttps://www.wynenterprise.com/blogs/top-10-business-intelligence-tools-in-2024/1394093
https://www.techradar.com/reviews/lightspeedhttps://www.techradar.com/reviews/lightspeed155972195
Retail Performance Dashboards: An Overview | NetSuitehttps://www.netsuite.com/portal/resource/articles/data-warehouse/retail-dashboard.shtml148961695
https://download.microsoft.com/download/d/e/4/de43c34a-eb2e-451f-93ba-97fc90c7d9ef/retail-data-solutions-reference-architecture-data-estate.pdfhttps://download.microsoft.com/download/d/e/4/de43c34a-eb2e-451f-93ba-97fc90c7d9ef/retail-data-solutions-reference-architecture-data-estate.pdf180974596
POS Inventory Management Software | Lightspeed Commercehttps://www.lightspeedhq.com/pos/retail/inventory-management-software/147973694
https://info.agilenceinc.com/hubfs/WP_and_Data_Sheets/The%20Complete%20Retail%20Data%20Analytics%20Guide%20-%20An%20Agilence%20White%20Paper.pdf?hsLang=en-ushttps://info.agilenceinc.com/hubfs/WP_and_Data_Sheets/The%20Complete%20Retail%20Data%20Analytics%20Guide%20-%20An%20Agilence%20White%20Paper.pdf?hsLang=en-us11695194
1 Introduction to Oracle Retail Insightshttps://docs.oracle.com/en/industries/retail/retail-insights-cloud/24.1.201.0/rinug/introduction-oracle-retail-insights.htm172975496
https://en.wikipedia.org/wiki/Vend_%28software%29https://en.wikipedia.org/wiki/Vend_%28software%29180987697
Best Retail Analytics Software | Products | LinkedInhttps://www.linkedin.com/products/categories/retail-analytics-software190987397
https://www.tableau.com/sites/default/files/2022-06/Tableau_Retail_Whitepaper_r3t3%20%282%29.pdfhttps://www.tableau.com/sites/default/files/2022-06/Tableau_Retail_Whitepaper_r3t3%20%282%29.pdf157971695
The best business intelligence (BI) tools to consider in 2024 — Retail Technology Innovation Hubhttps://retailtechinnovationhub.com/home/2024/4/16/the-best-business-intelligence-bi-tools-to-consider-in-2024131962595
https://www.agilenceinc.com/hubfs/Resource%20PDFs%20%28Main%29/Datasheets/Brochures/Agilence%20for%20Supermarkets%20%26%20Grocery.pdf?hsLang=en-ushttps://www.agilenceinc.com/hubfs/Resource%20PDFs%20%28Main%29/Datasheets/Brochures/Agilence%20for%20Supermarkets%20%26%20Grocery.pdf?hsLang=en-us11695094
What is Retail Analytics? A Complete Guide to Data-Driven Retailhttps://improvado.io/blog/retail-analytics137962695
https://en.wikipedia.org/wiki/EDITED_%28company%29https://en.wikipedia.org/wiki/EDITED_%28company%29180987697
10 Best POS Inventory Management Software for 2026 | The Retail Exechttps://theretailexec.com/tools/best-pos-inventory-management-software/125951894
https://www.reddit.com/r/dataanalysiscareers/comments/1ue3cyn/retail_store_dashboard/https://www.reddit.com/r/dataanalysiscareers/comments/1ue3cyn/retail_store_dashboard/172976496
Implementation Guidehttps://docs.oracle.com/en/industries/retail/retail-insights-cloud/25.2.401.0/ricim/introduction.htm172975496
https://es.wikipedia.org/wiki/Data_Studiohttps://es.wikipedia.org/wiki/Data_Studio180985896
RetailNext - Crunchbase Company Profile & Fundinghttps://www.crunchbase.com/organization/retailnext154972495
https://en.wikipedia.org/wiki/Relational_Solutions%2C_Inc.https://en.wikipedia.org/wiki/Relational_Solutions%2C_Inc.180987697
https://www.reddit.com/r/supplychain/comments/1rjxus5/why_realtime_inventory_in_retail_has_never_worked/https://www.reddit.com/r/supplychain/comments/1rjxus5/why_realtime_inventory_in_retail_has_never_worked/172976496
https://en.wikipedia.org/wiki/Data_Studiohttps://en.wikipedia.org/wiki/Data_Studio180987697
https://en.wikipedia.org/wiki/Imonggohttps://en.wikipedia.org/wiki/Imonggo180987697
https://www.reddit.com/r/PowerBI/comments/1sp809w/power_bi_ai_are_we_moving_beyond_dashboards/https://www.reddit.com/r/PowerBI/comments/1sp809w/power_bi_ai_are_we_moving_beyond_dashboards/172976496
https://www.reddit.com/r/LookerStudio/comments/1t3bn2v/looker_a_horrible_product/https://www.reddit.com/r/LookerStudio/comments/1t3bn2v/looker_a_horrible_product/172976496
https://en.wikipedia.org/wiki/ShopKeephttps://en.wikipedia.org/wiki/ShopKeep180987697
https://info.microsoft.com/rs/157-GQE-382/images/EN-CNTNT-PowerBI-Advanced-Analytics-with-PowerBI-white-paper.pdfhttps://info.microsoft.com/rs/157-GQE-382/images/EN-CNTNT-PowerBI-Advanced-Analytics-with-PowerBI-white-paper.pdf180973795
https://blog.agilenceinc.com/hubfs/CaseStudys/retail-operational-inefficiencies.pdfhttps://blog.agilenceinc.com/hubfs/CaseStudys/retail-operational-inefficiencies.pdf11695895
https://en.wikipedia.org/wiki/Relational_solutionshttps://en.wikipedia.org/wiki/Relational_solutions180987697
https://www.microsoft.com/en-us/research/wp-content/uploads/2018/04/BringingAItoBI.pdfhttps://www.microsoft.com/en-us/research/wp-content/uploads/2018/04/BringingAItoBI.pdf180974896
https://en.wikipedia.org/wiki/Cloud_analyticshttps://en.wikipedia.org/wiki/Cloud_analytics180987697
https://automation.honeywell.com/content/dam/sps/en/documents/productivity/hon-ia-pss-workforce-intelligence-retail-solution-brief-en.pdfhttps://automation.honeywell.com/content/dam/sps/en/documents/productivity/hon-ia-pss-workforce-intelligence-retail-solution-brief-en.pdf148972595
https://www.reddit.com/r/u_Just_Feed7183/comments/1svgurs/power_bi_dashboard_development_why_ai_features/https://www.reddit.com/r/u_Just_Feed7183/comments/1svgurs/power_bi_dashboard_development_why_ai_features/172976496
https://en.wikipedia.org/wiki/Looker_%28company%29https://en.wikipedia.org/wiki/Looker_%28company%29180987697
https://web-assets.domo.com/blog/wp-content/uploads/2021/08/Domo-For-Retail-Guide.pdfhttps://web-assets.domo.com/blog/wp-content/uploads/2021/08/Domo-For-Retail-Guide.pdf146971995
https://info.agilenceinc.com/hubfs/PDF2/Brochures/Agilence-Grocery-Brochure-Digital.pdf?hsLang=en-ushttps://info.agilenceinc.com/hubfs/PDF2/Brochures/Agilence-Grocery-Brochure-Digital.pdf?hsLang=en-us11695194
https://retail-1.acceo.com/wp-content/uploads/ACC674-F-WP-Retail-BI-E06.pdfhttps://retail-1.acceo.com/wp-content/uploads/ACC674-F-WP-Retail-BI-E06.pdf1--194
https://www.reddit.com/r/PowerBI/comments/1uafrug/are_we_witnessing_the_decline_of_power_bi_as_the/https://www.reddit.com/r/PowerBI/comments/1uafrug/are_we_witnessing_the_decline_of_power_bi_as_the/172976496
https://en.wikipedia.org/wiki/Google_Cloudhttps://en.wikipedia.org/wiki/Google_Cloud180987697
https://teganalytics.com/wp-content/uploads/2018/09/retail-analytics-using-pos-and-inventory-datas.pdfhttps://teganalytics.com/wp-content/uploads/2018/09/retail-analytics-using-pos-and-inventory-datas.pdf1194094
https://assets.qlik.com/image/upload/v1710094383/qlik/docs/resource-library/datasheets/resource-ds-qlik-solutions-for-sap-inventory-management-accelerator-en_vpp1rs.pdfhttps://assets.qlik.com/image/upload/v1710094383/qlik/docs/resource-library/datasheets/resource-ds-qlik-solutions-for-sap-inventory-management-accelerator-en_vpp1rs.pdf14196894
https://ru.wikipedia.org/wiki/Lookerhttps://ru.wikipedia.org/wiki/Looker180985696
https://arxiv.org/abs/1810.01794https://arxiv.org/abs/1810.01794165976196
https://www.reddit.com/r/PowerBI/comments/1dnmcsihttps://www.reddit.com/r/PowerBI/comments/1dnmcsi172976496
https://www.reddit.com/r/googlecloud/comments/1sfssli/our_retail_analytics_stack_on_gcp_from_scattered/https://www.reddit.com/r/googlecloud/comments/1sfssli/our_retail_analytics_stack_on_gcp_from_scattered/172976496
https://www.reddit.com/r/u_Tight-Delay9251/comments/1twtji4/we_evaluated_5_retail_intelligence_platforms_in/https://www.reddit.com/r/u_Tight-Delay9251/comments/1twtji4/we_evaluated_5_retail_intelligence_platforms_in/172976496
https://www.reddit.com/r/PowerBI/comments/1tvwy9p/company_is_obsessed_with_ai_i_have_no_idea_where/https://www.reddit.com/r/PowerBI/comments/1tvwy9p/company_is_obsessed_with_ai_i_have_no_idea_where/172976496
https://www.accenture.com/content/dam/accenture/final/accenture-com/document-2/Workday-Unlocking-Agility.pdf?sf188574903=1https://www.accenture.com/content/dam/accenture/final/accenture-com/document-2/Workday-Unlocking-Agility.pdf?sf188574903=1158972195
https://www.prodwaregroup.com/en-ge/wp-content/uploads/sites/19/2021/08/bi-for-retail-brochure.pdfhttps://www.prodwaregroup.com/en-ge/wp-content/uploads/sites/19/2021/08/bi-for-retail-brochure.pdf12395093
https://www.reddit.com/r/MicrosoftFabric/comments/1rhjhqe/built_a_marketing_sales_analytics_platform_in/https://www.reddit.com/r/MicrosoftFabric/comments/1rhjhqe/built_a_marketing_sales_analytics_platform_in/172976496
https://blog.agilenceinc.com/hubfs/PDF2/Datasheets/Agilence%20Scales%20Production%20Module%20%281%29.pdfhttps://blog.agilenceinc.com/hubfs/PDF2/Datasheets/Agilence%20Scales%20Production%20Module%20%281%29.pdf11695895
https://www2.deloitte.com/content/dam/Deloitte/us/Documents/deloitte-analytics/us-da-analytics-in-retail-03092012.pdfhttps://www2.deloitte.com/content/dam/Deloitte/us/Documents/deloitte-analytics/us-da-analytics-in-retail-03092012.pdf160975496
https://www.reddit.com/r/PowerBI/comments/1tvy8c8/fabric_now_supports_web_dashboards_with_fabric/https://www.reddit.com/r/PowerBI/comments/1tvy8c8/fabric_now_supports_web_dashboards_with_fabric/172976496
https://www.reddit.com/r/u_Just_Feed7183/comments/1ruh6p7/ga4_looker_studio_dashboards_how_to_fix_data/https://www.reddit.com/r/u_Just_Feed7183/comments/1ruh6p7/ga4_looker_studio_dashboards_how_to_fix_data/172976496
https://www.reddit.com/r/InventorySoftwareMM/comments/1qklxpw/retail_inventory_challenges_and_how_retail_erp/https://www.reddit.com/r/InventorySoftwareMM/comments/1qklxpw/retail_inventory_challenges_and_how_retail_erp/172976496
https://www.reddit.com/r/bigcommerce/comments/usidkehttps://www.reddit.com/r/bigcommerce/comments/usidke172976496
https://www.reddit.com/r/u_Just_Feed7183/comments/1qdpfrj/how_to_fix_data_discrepancies_in_ga4_looker/https://www.reddit.com/r/u_Just_Feed7183/comments/1qdpfrj/how_to_fix_data_discrepancies_in_ga4_looker/172976496
https://www.reddit.com/r/Qoblex/comments/1r7w40o/preparing_for_stockys_shutdown_the_7_best_shopify/https://www.reddit.com/r/Qoblex/comments/1r7w40o/preparing_for_stockys_shutdown_the_7_best_shopify/172976496
https://www.reddit.com/r/DataAnalystsIndia/comments/1ue3eoe/retail_store_dashboard/https://www.reddit.com/r/DataAnalystsIndia/comments/1ue3eoe/retail_store_dashboard/172976496
https://www.reddit.com/r/GoogleDataStudio/comments/1lo56lq/is_looker_studio_evolving_fast_enough_to_keep_up/https://www.reddit.com/r/GoogleDataStudio/comments/1lo56lq/is_looker_studio_evolving_fast_enough_to_keep_up/172976496
https://www.reddit.com/r/u_BigExpression5610/comments/ys881qhttps://www.reddit.com/r/u_BigExpression5610/comments/ys881q172976496
https://www.reddit.com/r/PowerBI/comments/1mn4itihttps://www.reddit.com/r/PowerBI/comments/1mn4iti172976496
https://www.reddit.com/r/Looker/comments/vgsfx6https://www.reddit.com/r/Looker/comments/vgsfx6172976496
https://www.reddit.com/r/InventoryManagement/comments/1tatbhy/looking_for_simple_fb_inventory_software_with/https://www.reddit.com/r/InventoryManagement/comments/1tatbhy/looking_for_simple_fb_inventory_software_with/172976496
https://www.reddit.com/r/GoogleDataStudio/comments/1siadjb/looker_studio_is_being_renamed_back_to_data_studio/https://www.reddit.com/r/GoogleDataStudio/comments/1siadjb/looker_studio_is_being_renamed_back_to_data_studio/172976496
https://www.reddit.com/r/InventoryManagement/comments/1rjuf9w/inventory_management_system_recs_for_small/https://www.reddit.com/r/InventoryManagement/comments/1rjuf9w/inventory_management_system_recs_for_small/172976496
https://www.reddit.com/r/LookerStudio/comments/1siadln/looker_studio_is_being_renamed_back_to_data_studio/https://www.reddit.com/r/LookerStudio/comments/1siadln/looker_studio_is_being_renamed_back_to_data_studio/172976496
https://www.reddit.com/r/ManufacturingStack/comments/1rrzzr6/the_7_best_inventory_software_for_manufacturers/https://www.reddit.com/r/ManufacturingStack/comments/1rrzzr6/the_7_best_inventory_software_for_manufacturers/172976496
https://www.reddit.com/r/GoogleDataStudio/comments/1jvso7y/we_built_a_google_ads_dashboard_in_looker_studio/https://www.reddit.com/r/GoogleDataStudio/comments/1jvso7y/we_built_a_google_ads_dashboard_in_looker_studio/172976496
https://www.reddit.com/r/InventoryManagement/comments/1scxkpn/4m_retail_ecommerce_business_what_stack_would_you/https://www.reddit.com/r/InventoryManagement/comments/1scxkpn/4m_retail_ecommerce_business_what_stack_would_you/172976496
https://www.reddit.com/r/GoogleDataStudio/comments/1qnadd1/how_are_people_getting_looker_studio_dashboard/https://www.reddit.com/r/GoogleDataStudio/comments/1qnadd1/how_are_people_getting_looker_studio_dashboard/172976496
https://www.reddit.com/r/GoogleDataStudio/comments/1lyjax6/is_looker_studio_still_in_demand_in_2025_real_use/https://www.reddit.com/r/GoogleDataStudio/comments/1lyjax6/is_looker_studio_still_in_demand_in_2025_real_use/172976496
https://www.reddit.com/r/Looker/comments/pe4ri8https://www.reddit.com/r/Looker/comments/pe4ri8172976496
https://www.phocassoftware.com/industries/retail?utm_source=openaihttps://www.phocassoftware.com/industries/retail?utm_source=openai13095194
https://www.agilenceinc.com/solutions/operations?utm_source=openaihttps://www.agilenceinc.com/solutions/operations?utm_source=openai11695094
https://www.aptos.com/product/analytics?utm_source=openaihttps://www.aptos.com/product/analytics?utm_source=openai12195494
https://www.microsoft.com/en/power-platform/products/power-bi/industry/retail?utm_source=openaihttps://www.microsoft.com/en/power-platform/products/power-bi/industry/retail?utm_source=openai180974896
https://www.tableau.com/solutions/retail-intelligence?utm_source=openaihttps://www.tableau.com/solutions/retail-intelligence?utm_source=openai157971695
https://www.domo.com/industries/retail?utm_source=openaihttps://www.domo.com/industries/retail?utm_source=openai14697795
https://datawiz.io/en/?utm_source=openaihttps://datawiz.io/en/?utm_source=openai1995594
https://omni.co/industry/retail?utm_source=openaihttps://omni.co/industry/retail?utm_source=openai127951595
https://www.qlik.com/us/solutions/functions/operations?utm_source=openaihttps://www.qlik.com/us/solutions/functions/operations?utm_source=openai141961194
https://cloud.google.com/looker?hl=en&utm_source=openaihttps://cloud.google.com/looker?hl=en&utm_source=openai199996296
Model Comparison

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Full Results

All recommended domains

Every domain the AI models recommended in web-search fanout runs for Retail Operations Analyst, 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
phocassoftware.com4.012.03095194
powerbi.microsoft.com3.224.0004495
knowi.com2.312.01995694
tableau.com1.648.057971695
agilenceinc.com1.412.01695094
datawiz.io1.348.0995594
genloop.com1.012.0093092
sigmacomputing.com0.812.02996594
aptos.com0.812.02195494
qlik.com0.836.041961194
microsoft.com0.512.080974896
retailmetrix.com0.412.00000
looker.com0.412.038963595
alloy.ai0.412.014951094
thoughtspot.com0.324.036961495
domo.com0.324.04697795
guandata.com0.312.03495394
microstrategy.com0.312.03696594
dremio.com0.212.03096995
retailnext.net0.224.030952195
omni.co0.212.027951595
epicor.com0.212.03296795
rebiz.com0.112.0894794
cloud.google.com0.112.00000
zenlytic.com0.112.02296294
improvado.io0.124.037962695
onebeat.co0.112.018951094
lightspeedhq.com0.112.047973694
strategy.com0.112.02795594
v-count.com0.112.0995994
zebra.com0.112.043961294
relexsolutions.com0.112.02796394
relex.com0.112.0094093
retalon.com0.112.01695994
oracle.com0.012.072973295
genloop.ai0.012.0395394
safetyculture.com0.012.038963195