Who should use the Unify customer data workflow?
Teams or solo builders working on marketing tasks who want a repeatable process instead of one-off tool experiments.
AI Workflow · Marketing
Practical execution plan for unify customer data with clear steps, mapped tools, and delivery-focused outcomes.
Deliverable outcome
Activated, personalized customer journeys driven by unified data, with measurable business outcomes
30-90 minutes
Includes setup plus initial result generation
Free to start
You can swap tools by pricing and policy requirements
Activated, personalized customer journeys driven by unified data, with measurable business outcomes
Use each step output as the input for the next stage
Step map
Instead of relying on a single generic AI model, this pipeline connects specialized tools to maximize quality. First, you'll use Gemini for Google Workspace (formerly Duet AI) to a complete inventory of data sources and a matching strategy document. Then, you pass the output to Arcwise AI to clean, standardized datasets ready for matching. Then, you pass the output to ActionIQ Composable CDP to a single unified customer profile for each individual, with all data sources linked. Then, you pass the output to Everstring (now part of ZoomInfo) to rich, enriched customer profiles with additional attributes for segmentation. Then, you pass the output to ActionIQ Composable CDP to a governed, continuously updated unified customer database feeding all business systems. Finally, Zeta Marketing Platform is used to activated, personalized customer journeys driven by unified data, with measurable business outcomes.
Audit and map data sources
A complete inventory of data sources and a matching strategy document
Clean and standardize raw data
Clean, standardized datasets ready for matching
Resolve identities and merge records
A single unified customer profile for each individual, with all data sources linked
Enrich unified profiles with third-party data
Rich, enriched customer profiles with additional attributes for segmentation
Establish a single source of truth and governance
A governed, continuously updated unified customer database feeding all business systems
Activate unified data for personalized engagement
Activated, personalized customer journeys driven by unified data, with measurable business outcomes
Identify all systems where customer data lives (CRM, email platform, support tickets, website analytics, etc.). Document fields, formats, and identifiers (email, phone, user ID) to understand overlaps and gaps. This step ensures you know what you're unifying before you start.
Why Gemini for Google Workspace (formerly Duet AI): Gemini for Google Workspace offers automated table generation and semantic data classification, which directly supports auditing and mapping data sources in a spreadsheet environment.
Normalize formats (dates, phone numbers, names) and remove duplicates within each source. Use automated rules or scripts to correct common errors (e.g., trailing spaces, inconsistent casing). Clean data prevents mismatches during unification.
Why Arcwise AI: Arcwise AI includes automated data cleaning and normalization, which directly addresses the need to clean and standardize raw data.
Use a customer data platform (CDP) or identity resolution tool to match records across sources using deterministic (exact match) and probabilistic (fuzzy match) rules. Merge matched records into a single unified profile per customer, preserving the best data from each source.
Why ActionIQ Composable CDP: ActionIQ Composable CDP provides customer data unification and identity resolution, directly matching the need to resolve identities and merge records.
Append additional attributes (demographics, firmographics, behavioral scores) from external data providers to fill gaps and enhance segmentation. This step is optional but valuable for deeper personalization.
Why Everstring (now part of ZoomInfo): Everstring (part of ZoomInfo) provides predictive lead scoring and account discovery, which can enrich unified profiles with third-party data.
Designate the unified customer profiles as the authoritative source for all downstream systems. Set up rules for data freshness, conflict resolution, and access permissions. This ensures the unification is maintained over time.
Why ActionIQ Composable CDP: ActionIQ Composable CDP includes customer data unification and governance features, establishing a single source of truth.
Use the unified profiles to create segments, trigger personalized campaigns, and orchestrate cross-channel journeys. Measure impact (e.g., conversion lift, retention) to validate the unification effort.
Why Zeta Marketing Platform: Zeta Marketing Platform combines customer data management with marketing automation and omnichannel campaign management, directly enabling activation for personalized engagement.
§ Before you start
Teams or solo builders working on marketing tasks who want a repeatable process instead of one-off tool experiments.
No. Start with the top pick for each step, then replace tools only if they do not fit your pricing, compliance, or output needs.
Open the mapped task page and compare top options side by side. Prioritize output quality, integration fit, and predictable cost before scaling.
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