Side-by-side comparison · 24 data points
Quantum AI utilises the financial institutions loan portfolio book and supporting financial services inputs from open banking and credit referencing agencies (CRAs) to determine loan decisions efficiently and effectively.
| Quantum AI | Cloudingo | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | — | — |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
| Metric | Quantum AI | Cloudingo: Remove duplicates and improve data quality |
|---|---|---|
| Rating | — | 4.8 ★ |
| Total reviews | 0 | 558 |
| Free plan | — | — |
| Pricing | paid | paid |
| Built for Shopify | — | — |
| Pricing tiers | 1 tier | ★ 3 tiers |
| Listed features | 3 | ★ 9 |
| Languages | 1 supported | 1 supported |
| Listed since | Mar 2023 | Oct 2012 |
Based on the data on this page, Cloudingo: Remove duplicates and improve data quality is the stronger choice for most Salesforce AppExchange merchants — 4.8★ vs Quantum AI's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: Quantum AI at paid, Cloudingo: Remove duplicates and improve data quality 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. Cloudingo: Remove duplicates and improve data quality has the larger user base (558 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Quantum AI'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 Cloudingo: Remove duplicates and improve data quality; mid-market and enterprise merchants with specific feature requirements should evaluate both — Quantum AI's 0-review base may include the workflow context that matches your specific use case better than Cloudingo: Remove duplicates and improve data quality'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: Quantum AI audit • Cloudingo: Remove duplicates and improve data quality audit
| Last updated | — | — |
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| Keyword | Quantum AI | Cloudingo |
|---|---|---|
| api data | Not ranked | #1 |
| data and | Not ranked | #1 |
| data to | Not ranked | #1 |
| cra and irs | #8 | Not ranked |
| compliance with cra | #11 | Not ranked |
Both Quantum AI and Cloudingo: Remove duplicates and improve data quality offer paid plans only. Quantum AI starts at paid; Cloudingo: Remove duplicates and improve data quality starts at paid. Compare the per-tier features in the Pricing section above before committing.
It depends on what you're optimizing for. Quantum AI fits better if you prioritize broader integrations; Cloudingo: Remove duplicates and improve data quality 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.
Both apps are one-click installs from the Salesforce AppExchange marketplace. Cloudingo: Remove duplicates and improve data quality has more onboarding documentation maturity (558 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.
Quantum AI typically suits early-stage and growth-mode stores based on its review-base composition (0 reviews). Cloudingo: Remove duplicates and improve data quality aligns more with early-stage and growth-mode stores (558 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.
Migration support varies by app and category. Quantum AI and Cloudingo: Remove duplicates and improve data quality both publish their export options on their marketplace listing pages (or in their support docs); some apps offer one-click import from competitors, others require CSV. The fastest check: search "import from Quantum AI" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
