The Company Store: CSQ, CJA and Content Analytics.

Purpose-built for advanced segmentation across behavior, audiences, channels, campaigns, experiment variations, journey stages, products, and business outcomes. Segments apply retroactively across any analysis without rebuilding reports — well suited to combining behavioral, session, personalization, and experimentation data.

CJA does not natively provide heatmaps, click overlays, zoning, rage-click visualization, or screenshot-based page analysis. Content Analytics measures content-asset performance but is not a heatmap solution.

Supports standard ecommerce metrics, custom events, calculated metrics, attribution models, derived fields, and report-time transformations — strong analytical flexibility once data is in Experience Platform.

Analysis Workspace provides highly customizable dashboards, visualizations, executive scorecards, guided analysis, KPI monitoring, templates, and omnichannel reporting — supporting both analyst-focused and executive-facing experiences.

Excels at comparing customers, audiences, journeys, campaigns, products, channels, pages, experiments, and experiences against any business KPI. With attribution, experimentation analysis, Coworker, Data Insights Agent, and journey measurement, it's a very strong framework for quantifying business impact.

CJA does not provide native session replay and is not designed to reconstruct or play back individual customer sessions.

CJA can analyze error datasets and measure downstream business impact when error data is collected into Experience Platform. Coworker assists with anomaly detection, trend analysis, and root-cause investigation once the data exists.

Supports enterprise warehouse integrations through Data Mirror, BI Extensions, SQL connectors, Full Table Export, Snowflake, BigQuery, Databricks, and other cloud architectures — well aligned to organizations wanting Tableau and enterprise reporting integration.

One of CJA's strongest differentiators — Journey Canvas, advanced fallout analysis, identity stitching, audience analysis, cross-channel reporting, guided analysis, and experiment measurement across the lifecycle.

Data Views, Derived Fields, classifications, segmentation, data transformations, and governance controls let page groups and page-type analysis be configured flexibly without extensive reprocessing.

With CX Enterprise Coworker, Adobe provides root-cause analysis, experimentation analysis, executive summaries, audience creation, journey analysis, natural-language reporting, automated insight generation, and workflow automation. Combined with Data Insights Agent, Intelligent Captions, Anomaly Detection, and Proactive Insights, Adobe fully satisfies this requirement.

CJA includes Intelligent Alerts, Anomaly Detection, automated notifications, statistical thresholding, Workspace integration, and email alerting. The roadmap adds Proactive Insights and AI-powered root-cause analysis. This requirement aligns extremely closely with existing Adobe functionality.

Strong checkout funnel analysis, attribution, audience segmentation, conversion measurement, and journey reporting across the checkout experience when data is collected through Web SDK and Experience Platform.

One of Adobe's strongest differentiators: native integration with Adobe Target, Journey Optimizer, Real-Time CDP, Content Analytics, audiences, activation workflows, and Experience Platform services.

Integrates directly with Adobe Target reporting, supports experiment and variation analysis, lets marketers apply new success metrics after tests launch, and provides a single reporting layer across experimentation and customer-journey analytics.

Adobe supports near real-time reporting for key business metrics, enabling organizations to monitor performance rapidly and connect analytics with operational decision-making.

Extensive enablement through Experience League, documentation, tutorials, webinars, guided onboarding, Coworker assistance, and structured learning — one of Adobe's strongest support areas.

CJA can ingest and report on VoC data when integrated from other systems but does not natively provide survey management, usability testing, or voice-of-customer programs.

Adobe provides enterprise account management, customer success resources, business reviews, and strategic guidance. Support levels vary by contract and package — validate dedicated coverage levels and continuity of assigned resources.

Consulting, implementation, solution architecture, analytics strategy, and optimization through Adobe Consulting and partners. Strong capability exists, though scope and responsiveness depend on commercial agreements.

Quarterly business reviews are commonly supported through Adobe's customer success and account teams. Specific cadence and ownership should be validated during commercial discussions.

Adobe commonly supports recurring account meetings, adoption reviews, and strategic checkpoints. Frequency and support model vary based on contract structure.

Adobe can support Shopify through Web SDK and Experience Platform implementations, but the specific checkout architecture, instrumentation strategy, and Target deployment approach should be validated as part of technical discovery.