Is DemandTools. Deduplicate and manage Salesforce data faster. or V12 PDE (Provider Data Engine) cheaper?

V12 PDE (Provider Data Engine) is the cheaper option — it offers a free plan (free_to_install). DemandTools. Deduplicate and manage Salesforce data faster. starts at paid. Both publish their pricing on the Salesforce AppExchange marketplace; AppRanks mirrors what's listed on each refresh cycle.

Should I choose DemandTools. Deduplicate and manage Salesforce data faster. or V12 PDE (Provider Data Engine)?

It depends on what you're optimizing for. DemandTools. Deduplicate and manage Salesforce data faster. fits better if you prioritize rating consistency; V12 PDE (Provider Data Engine) is the call if you need the larger user base. Read both apps' detail pages on AppRanks for the full feature breakdown, install counts, and recent listing changes.

Which works better for small vs large Salesforce AppExchange stores?

DemandTools. Deduplicate and manage Salesforce data faster. typically suits early-stage and growth-mode stores based on its review-base composition (442 reviews). V12 PDE (Provider Data Engine) aligns more with early-stage and growth-mode stores (0 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.

AppRanks

DemandTools vs V12 PDE (Provider — Salesforce

DemandTools. Deduplicate and manage Salesforce data faster. vs V12 PDE (Provider Data Engine)

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

	DemandTools. Deduplicate and manage Salesforce data faster.	V12 PDE (Provider Data Engine)
Tagline	“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	“V12 PDE is used to maintain, update, and cleanse provider network data. ”74 chars
Description	737 / 2000 chars37% used	348 / 2000 chars17% used
Screenshots	—	—
Languages	en	en
Platforms	Shopify	Shopify
Developer	Validity, Inc.	Virsys12, LLC
Listed	January 8, 2006	July 13, 2023
Last updated	—

At a glance

9 metrics · auto-computed

Feature comparison between DemandTools. Deduplicate and manage Salesforce data faster. and V12 PDE (Provider Data Engine)
Metric	DemandTools. Deduplicate and manage Salesforce data faster.	V12 PDE (Provider Data Engine)
Rating	4.7 ★	—
Total reviews	442	0
Free plan	—	★ Yes
Pricing	paid	free_to_install
Built for Shopify	—	—
Pricing tiers	—	1 tier
Listed features	★ 9	3
Languages	1 supported	1 supported
Listed since	Jan 2006	Jul 2023

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 V12 PDE (Provider Data Engine)'s 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base. On pricing, V12 PDE (Provider Data Engine) offers a free tier (free_to_install) while DemandTools. Deduplicate and manage Salesforce data faster. starts at paid. The free option meaningfully reduces evaluation cost, particularly for stores at sub-1K monthly orders where the entry-paid tier can outpace the value delivered. 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. V12 PDE (Provider Data Engine)'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 — V12 PDE (Provider Data Engine)'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: DemandTools. Deduplicate and manage Salesforce data faster. audit • V12 PDE (Provider Data Engine) audit

3. Features

As listed by each developer

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.

V12 PDE (Provider Data Engine)

Aggregate provider data from multiple sources, including nationally-available databases like NPPES, roster files submitted from external sources, and internal data warehouses.
Use AI to rank each data source according to six distinct domains: Age, Source Trust, Completeness, Consensus, Deviation, and Detail significance. These rankings can be adjusted in near real time by administrative users.
Update your Salesforce/V12 Network provider demographics, practicing location, and specialty data by querying against the aggregated, highly-ranked data in PDE. These updates can be approved manually or applied automatically using business logic.

5. Search rankings

Top 5 keywords · shared rankings prioritized

Keyword	DemandTools. Deduplicate and manage Salesforce data faster.	V12 PDE (Provider Data Engine)
poll	#54	Not ranked
jotform	#55	Not ranked
contact	#65	Not ranked

DemandTools. Deduplicate and manage Salesforce data faster. vs V12 PDE (Provider Data Engine)

DemandTools. Deduplicate and manage Salesforce data faster.

1. Listing metadata

V12 PDE (Provider Data Engine)

At a glance

AppRanks verdict

2. Pricing & plans

3. Features

4. Categories & rankings

5. Search rankings

7. Activity in the last 90 days

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

V12 PDE (Provider Data Engine) · 3 changes

9. App details

Frequently asked

Is DemandTools. Deduplicate and manage Salesforce data faster. or V12 PDE (Provider Data Engine) cheaper?

Should I choose DemandTools. Deduplicate and manage Salesforce data faster. or V12 PDE (Provider Data Engine)?

Which is faster to set up, DemandTools. Deduplicate and manage Salesforce data faster. or V12 PDE (Provider Data Engine)?

Which works better for small vs large Salesforce AppExchange stores?

See full keyword rankings, install trends, and weekly alerts

More popular comparisons

Can I migrate data between DemandTools. Deduplicate and manage Salesforce data faster. and V12 PDE (Provider Data Engine)?