225 Best Data Visualization Apps for Salesforce (2026)
The 10 Best Data Visualization Apps for Salesforce AppExchange (2026)
These 10 apps lead Salesforce AppExchange's Data Visualization category as of September 2026 — ranked by user rating, review count, and audit score, refreshed every 24 hours from the canonical Salesforce marketplace listing.
Discover the top-rated data visualization apps available on Salesforce AppExchange. Rankings based on user ratings, review count, and market performance.
This is the curated shortlist — the top-ranked data visualization apps. To browse every data visualization app on Salesforce AppExchange, see the full Data Visualization category.
This list ranks the top 10 Salesforce apps classified under by the source marketplace's own taxonomy — apps appear here only because Salesforce AppExchange itself tags them in this category, not because of any AppRanks editorial decision. Within the category set, ranking uses a Bayesian-ish blend of average rating × natural log of review count: the formula is , so a high-rating-low-review app doesn't leapfrog an established listing on a single 5-star outlier. The blend favors apps that are both well-reviewed AND have an established user base.
Data Visualization
rating × ln(reviewCount + 1)
AppRanks does not invent a proprietary score for public surfaces — the rank shown mirrors the marketplace's published category position exactly, scraped on a 12-24 hour refresh cycle from the canonical Salesforce AppExchange listing. The category lookup happens at request time and the page is cached at the edge for 1 hour to absorb traffic spikes; the underlying ranking data refreshes daily so the list stays accurate within one day of any source change. AppRanks does not editorially promote or demote apps based on advertiser or partnership status — the same blend formula applies uniformly across every app on this platform.
Ranks #1 in the Salesforce AppExchange data visualization category as a category-leading listing. Currently has a growing review traction (930 reviews). Pricing: paid. Position holds for the trailing 30-day window.
Pick if: Pick this if you prioritize merchant satisfaction over scale — Geopointe: Mapping, Territory Management, Maps, Routing & Analytics, Geolocation holds a 4.9-star average across 930 reviews in the data visualization category.
Ranks #2 in the Salesforce AppExchange data visualization category as a well-rated listing. A growing review traction (140 reviews) with a no-rating average. Pricing: free. Position holds for the trailing 30-day window.
Pick if: Pick this if you want an emerging data visualization option — Dashboard Pal ranks #2 on Salesforce AppExchange and is still building review depth.
Ranks #3 in the Salesforce AppExchange data visualization category as a well-rated listing. Tracks at no-rating across 56 reviews — early-stage review volume. Pricing: free. Position holds for the trailing 30-day window.
Pick if: Pick this if you want an emerging data visualization option — Smart Lists ranks #3 on Salesforce AppExchange and is still building review depth.
Holds position #4 in the Salesforce AppExchange data visualization category as a category-leading listing. Currently has a growing review traction (119 reviews). Pricing: paid. Refresh: daily from the source marketplace.
Currently sits at #5 in the Salesforce AppExchange data visualization category as a category-leading listing. A growing review traction (270 reviews) with a no-rating average. Pricing: paid. Refresh: daily from the source marketplace.
Holds position #6 in the Salesforce AppExchange data visualization category as a category-leading listing. Tracks at no-rating across 140 reviews — growing review traction. Pricing: paid. Refresh: daily from the source marketplace.
Currently sits at #7 in the Salesforce AppExchange data visualization category as a highly rated listing. Currently has an early-stage review volume (89 reviews). Pricing: free. AppRanks tracks this listing on a 24-hour cycle.
Holds position #8 in the Salesforce AppExchange data visualization category as a category-leading listing. A growing review traction (114 reviews) with a no-rating average. Pricing: paid. AppRanks tracks this listing on a 24-hour cycle.
Currently sits at #9 in the Salesforce AppExchange data visualization category as a mixed-rating listing. Tracks at no-rating across 135 reviews — growing review traction. Pricing: free. AppRanks tracks this listing on a 24-hour cycle.
Holds position #10 in the Salesforce AppExchange data visualization category as a highly rated listing. Currently has an early-stage review volume (12 reviews). Pricing: free. Source: Salesforce AppExchange's own published category position.
Same data as the ranked cards, condensed into a sortable-by-eye grid: rating × review depth × pricing tier across the top 10 data visualization apps on Salesforce AppExchange.
Want to compare any two apps in detail (features, ratings trend, pricing plans side-by-side)? Open the head-to-head page from the "Compare to #N" link on each card above. Custom multi-app comparisons, historical rank trajectory, and CSV export are available on a paid plan.
Frequently asked
How does AppRanks pick the top Data Visualization apps for Salesforce AppExchange?
Apps appear here because Salesforce AppExchange itself classifies them under Data Visualization — AppRanks does not editorially add or remove apps from this category set. Within the category, ranking uses average rating times the natural log of review count (rating × ln(reviewCount + 1)), which keeps a single 5-star outlier from leapfrogging an established listing while still letting a very-well-rated mid-volume app rank above a poorly-reviewed giant. The page refreshes daily from the canonical Salesforce marketplace listing. AppRanks does not accept payment to alter ranking on public surfaces.
How often does this data visualization apps list update?
Every 24 hours. AppRanks pulls fresh rating, review count, and pricing-tier data from each app's Salesforce marketplace listing nightly. Apps that lose Salesforce AppExchange's category tag (e.g., a developer changes the listing's primary category) drop off in the next nightly snapshot. The page itself is cached at the CDN for 1 hour to absorb traffic spikes, so during a refresh window the visible list lags the underlying data by at most one hour.
What does "Pick if" mean on each top-3 entry?
"Pick if" is a data-derived recommendation that surfaces the most useful selection criterion for that app — high rating with deep review base means category default; free tier with broad adoption means budget-first pick; high rating with moderate review count means satisfaction-led pick. The framing is generated from the same rating + review count + pricing data shown on the card, not from editorial judgment or paid placement.
Where can I see the full methodology and audit scoring?
The full methodology — including the rating × ln(reviewCount + 1) blend, refresh cadence, conflict-of-interest policy, and the per-app audit-score breakdown — is documented on the AppRanks About page and the audit-score glossary entry. Every app on this list also has a dedicated audit page that walks through title, content, visuals, pricing, and category-tag scoring against the marketplace's published standards.
Paid plans unlock watchlists, multi-category comparisons, CSV export, and a full historical rank trajectory across every app on this list. The list itself stays free to read.
