clearMDM Data Steward vs DemandTools — Salesforce

DemandTools. Deduplicate and manage Salesforce data faster. vs clearMDM Data Steward Agent | AI Data Governance & MDM

Side-by-side comparison · 24 data points

DemandTools. Deduplicate and manage Salesforce data faster.

4.7·442reviews

DemandTools is a secure data quality platform that handles everything from deduplication, standardization and mass changing records to managing lead conversions, imports, exports and record ownership.

Shopifypaid

1. Listing metadata

Field-level data

	clearMDM Data Steward Agent \| AI Data Governance & MDM	DemandTools. Deduplicate and manage Salesforce data faster.
Tagline	“AI-powered Data Stewardship for trusted Salesforce CRM data. The clearMDM Data Steward Agent works with human data stewards to improve data quality, enforce governance policies, and resolve duplicates—delivering trusted Master Data at scale.”242 chars	“DemandTools is a secure data quality platform that handles everything from deduplication, standardization and mass changing records to managing lead conversions, imports, exports and record ownership.”200 chars
Description	1195 / 2000 chars60% used	737 / 2000 chars37% used
Screenshots	—	—
Languages	en	en
Platforms	Shopify	Shopify
Developer	Audit9 - Salesforce AI + Data	Validity, Inc.
Listed	March 5, 2025

At a glance

9 metrics · auto-computed

Feature comparison between clearMDM Data Steward Agent | AI Data Governance & MDM and DemandTools. Deduplicate and manage Salesforce data faster.
Metric	clearMDM Data Steward Agent \| AI Data Governance & MDM	DemandTools. Deduplicate and manage Salesforce data faster.
Rating	—	4.7 ★
Total reviews	0	442
Free plan	—	—
Pricing	paid	paid
Built for Shopify	—	—
Pricing tiers	1 tier	—
Listed features	3	★ 9
Languages	1 supported	1 supported
Listed since	Mar 2025	Jan 2006

AppRanks verdict

Generated from live data on this page

Based on the data on this page, DemandTools. Deduplicate and manage Salesforce data faster. is the stronger choice for most Salesforce AppExchange merchants — 4.7★ vs clearMDM Data Steward Agent | AI Data Governance & MDM's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: clearMDM Data Steward Agent | AI Data Governance & MDM at paid, DemandTools. Deduplicate and manage Salesforce data faster. at paid. Check each app's tier structure for the capacity limits you actually need before deciding — the headline number is the same shape, but the gating shape per tier (apps, orders, integrations) varies. DemandTools. Deduplicate and manage Salesforce data faster. has the larger user base (442 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. clearMDM Data Steward Agent | AI Data Governance & MDM's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat. Recommended by store size: small/early-stage merchants who need fast install and low risk should default to DemandTools. Deduplicate and manage Salesforce data faster.; mid-market and enterprise merchants with specific feature requirements should evaluate both — clearMDM Data Steward Agent | AI Data Governance & MDM's 0-review base may include the workflow context that matches your specific use case better than DemandTools. Deduplicate and manage Salesforce data faster.'s broader-but-shallower coverage. This verdict is generated from the live marketplace data on this page — rating, review count, pricing tier, and category position all refresh from the canonical Salesforce AppExchange listing every 24 hours. AppRanks does not accept payment to influence comparison outcomes; the methodology is documented on the About page and applies identically to every pair on the site.

Read each app's audit: clearMDM Data Steward Agent | AI Data Governance & MDM audit • DemandTools. Deduplicate and manage Salesforce data faster. audit

Last updated	—	—

3. Features

As listed by each developer

clearMDM Data Steward Agent | AI Data Governance & MDM

DATA QUALITY (COMING SOON) Automatically monitor and improve Salesforce CRM data quality. Cleanse and enrich records, detect incomplete or inconsistent data, and flag exceptions against defined data standards.
DATA GOVERNANCE (COMING SOON) Bridge the gap between policy and compliance. Monitor Salesforce CRM data against governance policies, track compliance metrics, manage retention rules and flag exceptions.
AI DATA STEWARDSHIP Accelerate Master Data Management with AI-guided stewardship. Identify potential duplicates, recommend Match and Merge actions and help human Data Stewards maintain trusted master records.

DemandTools. Deduplicate and manage Salesforce data faster.

MANAGE YOUR DATA IN MINUTES, NOT MONTHS! DemandTools customers experience: 80% reduction in time spent on deduping/data quality tasks. 75% reduction in time spent on lead entry and accuracy. 20% reduction in database size
ASSESS YOUR DATA QUALITY Get a view of where data quality problems exist in your org. Download a trial today and see for yourself.
MERGE AND PREVENT DUPLICATES Find duplicates with customizable filters and matching algorithms, and use flexible rules to keep critical business data. Convert Leads into their duplicate Contact or link to a matching Account.
DATALOADER Insert, update, upsert, delete, and export records. Compare incoming data against records in up to 5 objects using custom matching criteria, automatically standardize field values, and route records to the right Campaign in one process.
MASS CHANGE RECORDS Change records in bulk (without exporting data) using formulas, hard coded values, or by copying a value from one field and pasting it into another. Perform object counts and field aggregates without adding fields to Salesforce.
EMAIL VERIFICATION Check email addresses for typos, syntax, whether the domain exists, and whether there is a human at the other end. Log verification status and date on each Lead/Contact.
UNDO AND RESTORE Rely on automatically generated restore files and undo options (including undo merge) to execute data quality processes with confidence.
NOTIFICATIONS Get alerted when your Salesforce data is being worked on and avoid surprises in your data quality process. Send real-time notifications in Slack, Microsoft Teams, or by email about the DemandTools scenarios being run on your data.
USAGE TRACKING Keep an eye on every data quality scenario being run. Access usage history to see who ran each scenario, how many records were found and actioned, if the action can be undone, and if it was part of a scheduled job.

5. Search rankings

Top 5 keywords · shared rankings prioritized

Keyword	clearMDM Data Steward Agent \| AI Data Governance & MDM	DemandTools. Deduplicate and manage Salesforce data faster.
poll	Not ranked	#54
jotform	Not ranked	#55
contact	Not ranked	#65

9. App details

Long-form description · keyword frequency

clearMDM Data Steward Agent | AI Data Governance & MDM

Human-Driven. Agent-Accelerated. The clearMDM Data Steward Agent works alongside human data stewards to maintain trusted Salesforce CRM data. Using conversational AI through Agentforce, teams can resolve data issues faster, automate stewardship decisions, and strengthen their master data foundation. The clearMDM Data Steward Agent roadmap introduces a progressive capability stack; Data Quality, Data Governance, and AI Data Stewardship, helping organisations continuously improve and manage trusted CRM data. AI Data Stewardship * Resolve data quality issues in real time * Configure MDM rules using natural language * AI-guided duplicate resolution * Automated data stewardship decisions * Receive AI guidance on preferred master records and field-level values during merge decisions (coming soon) Data Quality (coming soon) Automated monitoring and improvement of Salesforce CRM data quality, including cleansing, enrichment, and detection of exceptions against defined data standards. Data Governance (coming soon) AI-assisted governance capabilities to monitor policy compliance, manage data retention requirements, categorise data, and proactively identify governance exceptions.

Top keywords

data19×12.67%
ai4×2.67%
data quality4×2.67%
governance4×2.67%
quality4×2.67%
stewardship4×2.67%
coming3×2.00%
coming soon3×2.00%
crm3×2.00%
crm data3×2.00%
data stewardship3×2.00%
decisions3×2.00%

DemandTools. Deduplicate and manage Salesforce data faster.

Manage your data in minutes, not months. Deduplicating, standardizing, importing, managing record ownership, and manipulating data is time consuming. DemandTools manages data in a fraction of the time with repeatable and automated processes. Get report-ready data you can trust. Data enters Salesforce from many sources with different formats and dupes to existing records. DemandTools keeps data report-ready by automatically cleaning records as they come in from different sources. Market, sell, and support more effectively. Poor data quality adds friction to the customer journey, decreases conversion rates, increases costs, and tarnishes brand reputation. DemandTools enables better data hygiene to improve revenue operations.

Top keywords

data8×7.92%
demandtools3×2.97%
different2×1.98%
records2×1.98%
report-ready2×1.98%
sources2×1.98%
time2×1.98%

Frequently asked

Common questions about this comparison

Is clearMDM Data Steward Agent | AI Data Governance & MDM or DemandTools. Deduplicate and manage Salesforce data faster. cheaper?

Both clearMDM Data Steward Agent | AI Data Governance & MDM and DemandTools. Deduplicate and manage Salesforce data faster. offer paid plans only. clearMDM Data Steward Agent | AI Data Governance & MDM starts at paid; DemandTools. Deduplicate and manage Salesforce data faster. starts at paid. Compare the per-tier features in the Pricing section above before committing.

Should I choose clearMDM Data Steward Agent | AI Data Governance & MDM or DemandTools. Deduplicate and manage Salesforce data faster.?

It depends on what you're optimizing for. clearMDM Data Steward Agent | AI Data Governance & MDM fits better if you prioritize broader integrations; DemandTools. Deduplicate and manage Salesforce data faster. is the call if you need the higher-rated option. Read both apps' detail pages on AppRanks for the full feature breakdown, install counts, and recent listing changes.

Which is faster to set up, clearMDM Data Steward Agent | AI Data Governance & MDM or DemandTools. Deduplicate and manage Salesforce data faster.?

Both apps are one-click installs from the Salesforce AppExchange marketplace. DemandTools. Deduplicate and manage Salesforce data faster. has more onboarding documentation maturity (442 reviews vs 0), which usually translates to better-tested setup wizards and quicker time-to-value. AppRanks doesn't measure setup time directly — read the recent reviews on each app's detail page for merchant-reported install experience.

Which works better for small vs large Salesforce AppExchange stores?

clearMDM Data Steward Agent | AI Data Governance & MDM typically suits early-stage and growth-mode stores based on its review-base composition (0 reviews). DemandTools. Deduplicate and manage Salesforce data faster. aligns more with early-stage and growth-mode stores (442 reviews). Larger review bases generally mean the app has been load-tested at scale — relevant if you're processing high order volume or handling enterprise compliance requirements.

DemandTools. Deduplicate and manage Salesforce data faster. vs clearMDM Data Steward Agent | AI Data Governance & MDM

DemandTools. Deduplicate and manage Salesforce data faster.

1. Listing metadata

clearMDM Data Steward Agent | AI Data Governance & MDM

At a glance

AppRanks verdict

2. Pricing & plans

3. Features

4. Categories & rankings

5. Search rankings

7. Activity in the last 90 days

clearMDM Data Steward Agent | AI Data Governance & MDM · 1 changes

DemandTools. Deduplicate and manage Salesforce data faster. · 3 changes

9. App details

Frequently asked

Is clearMDM Data Steward Agent | AI Data Governance & MDM or DemandTools. Deduplicate and manage Salesforce data faster. cheaper?

Should I choose clearMDM Data Steward Agent | AI Data Governance & MDM or DemandTools. Deduplicate and manage Salesforce data faster.?

Which is faster to set up, clearMDM Data Steward Agent | AI Data Governance & MDM or DemandTools. Deduplicate and manage Salesforce data faster.?

Which works better for small vs large Salesforce AppExchange stores?

See full keyword rankings, install trends, and weekly alerts

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