5 Harmoni alternatives for market research survey analysis and reporting

Choosing market research dashboard software can feel overwhelming when every vendor promises the same thing. But if you're managing complex survey data across multiple studies or regions, you need more than basic charts and filters. Harmoni has gone through multiple iterations throughout its 36 year history, and has now entered into the world of Generative AI, with some superb tools for leveraging the best of AI, whilst retaining the fundamentals of sound market research. This article should give you a glimpse of alternatives to consider, and we've tried to be as unbiased as we can in our assessments.

When assessing these platforms, there are several factors that are worth considering: respondent-level analysis, AI-guided exploration capability (ability to use it or not use it), learning curve, implementation, and on-going support, experience and expertise in the industry, and analysis vs reporting capabilities. The other point to consider is that all platforms are improving or adding features, however more features does not always result in a better platform or experience. The challenge for you to consider here is whether or not their focus, and subsequent features they develop, aligns with your needs (current and future). 

Quick guide: 6 survey dashboard platforms for insights leaders

1. Harmoni: A strong platform for respondent-level, iterative analysis and executive-ready reporting capabilities, supported by an expert services team
2. Displayr: Cloud-based tool with automated crosstabs and a large range of statistical testing
3. Qualtrics: Enterprise platform with built-in, end-to-end survey collection, analytics, and reporting
4. SurveyMonkey: Familiar interface with data collection and basic dashboard capabilities
5. Forsta: Insights platform that covers both qualitative and quantitative research in one 
6. QuestionPro: Mid-tier option with great collection capabilities, customization, and moderate analytics tools

How we chose the best survey dashboard software for market research

We evaluated these platforms based on what enterprise consumer insights and market research leaders actually need. Rather than focusing on surface-level features, we looked at how each tool handles the full workflow—from data ingestion through stakeholder reporting.

• Respondent-level analysis: Can you drill down to individual responses, or are you stuck with aggregated views? This matters when you need to validate trends, investigate outliers, or conduct complex and highly detailed analyses.
• Statistical testing built in: Significance testing should happen automatically as you work, not as a separate step in another tool.
• Multi-source data integration: Your data comes from multiple suppliers and formats (SPSS, Dimensions, Qualtrics exports). The platform should handle this without specialist support or significant data preparation before being used.
• Live executive dashboards: A growing number of stakeholders want on-demand access to findings, not static PowerPoint decks that are outdated before they're delivered.
• Permissioned access controls: Different team members and stakeholders need different levels of access. Role-based permissions keep sensitive data secure.
• AI-guided exploration: Modern platforms should help you find patterns and anomalies faster, not just display what you already know to look for. Executives having access to chat functionality can minimize learning curves, whilst getting maximum value out of their market research investment. 
• Data collection: While data collection is important, our perspective is that it is a separate skill and expertise in itself. Locking down a platform to a sole source, agency, or type of data can inhibit the performance and function of an insights team. Good platforms should be data agnostic. 

The 6 best survey dashboard platforms for enterprise insights teams

1. Infotools Harmoni: Survey analysis & reporting software market research with custom dashboards

Harmoni stands apart because it's purpose-built for quantitative market research analysis. Generic business intelligence and pivoted-analysis tools (those that have broadened into market research from other analysis activities) can require you to adapt your workflow to the analytical and statistical environment they have amassed or evolved. Whereas Harmoni has only ever served market researchers, and therefore intentionally works the way insights professionals actually think.

You can combine survey data from multiple sources into one environment - brand trackers, diaries, customer satisfaction studies, segmentation research. This means you're not switching between tools or manually stitching spreadsheets together. Harmoni makes complex data analysis accessible to your entire team.

Most BI platforms can provide some respondent-level visibility, but they have made their mark using aggregated percentages and averages. With Harmoni, you can drill down to individual responses to validate trends, spot outliers, and build confidence in your findings before presenting to stakeholders.

Infotools Harmoni features

• ChatHarmoni AI-guided exploration: Ask questions in natural language and get instant analysis without building complex queries. This helps you test hypotheses quickly and discover patterns you might have missed.
• Drag and drop, easily-to-manipulate tables. Build out simple or complex analyses, with multi-level tables in both directions, on-the-fly or pausing the data fetch until your table is set up.  
• Respondent-level data access: Move beyond aggregated summaries to examine individual responses. You can trace trends back to specific respondent profiles and validate findings with real data.
• Discover statistical testing: Built-in pattern-finding tools automatically surface statistically significant differences. You spend less time running tests and more time interpreting results.
• Live interactive dashboards: Share real-time findings with stakeholders through dashboards that update automatically. Executives can explore data on their own terms without waiting for report refreshes.
• Multi-format data ingestion: Import data from SPSS, Dimensions, Qualtrics, and other common formats. Harmoni handles the preparation work so you can focus on generating insights.
• Permissioned collaboration: Set role-based access controls so the right people see the right data. Stakeholders get self-service access while sensitive information stays protected.
• Managed services. Having customer success teams is one thing, platform experts dedicated to helping users when in need, but it's entirely different having managed services. Harmoni have market researchers who provide expertise to clients operating as an extension of their team. 

Infotools Harmoni pros and cons

Pros:

• • Co-creation of insights is built into the platform, designed to facilitate researchers and stakeholders generating insights together
  • AI-guided exploration through ChatHarmoni accelerates hypothesis testing and insight discovery, orchestrating the Harmoni statistical engine for high-confidence findings. 
  • Trusted by global insights teams at major brands for over 36 years, backed by Ipsos

Cons:

• • Designed specifically for market research, so it may include more functionality than you need if you're only running occasional surveys—though this means you won't outgrow it
  • The depth of features benefits from onboarding support, which the Infotools team makes available to all customers
  • Best suited for teams running ongoing research programs rather than one-off projects, though it handles both

2. Displayr: Cloud-based analysis with automated crosstabs

Displayr runs in your browser and focuses on automating repetitive analysis tasks. You can upload survey data and generate crosstabs without writing code. The platform includes statistical testing and visualization tools designed for researchers.

If you're already familiar with Q Research Software, Displayr shares the same computational engine but adds cloud-based collaboration. Reports update automatically when you add new data, which saves time on tracking studies.

Displayr features

• Automated crosstabs: Generate cross-tabulations with statistical testing applied automatically
• Cloud collaboration: Share projects with team members and work on analysis together in real time
• PowerPoint automation: Export charts and tables directly to presentation format with automatic updating

Displayr pros and cons

Pros:

• • Browser-based access means no software installation required
  • Large library of automated statistical testing reduces manual work
  • Integrates with common data formats including SPSS and Triple-S

Cons:

• • Advanced features require familiarity with R coding language
  • Focused primarily on quantitative survey analysis rather than broader market research workflows
  • Dashboard sharing requires recipients to have appropriate account access

3. Qualtrics: Enterprise survey platform with analytics

Qualtrics combines survey creation with built-in analytics and dashboards. If you're collecting data through Qualtrics surveys, the analysis tools connect directly to your responses. The platform includes text analysis for open-ended questions and basic statistical capabilities.

Many enterprise organizations already use Qualtrics for employee experience or customer feedback programs. If that's your situation, the analytics features may already be available to you.

Qualtrics features

• Integrated data collection: Build surveys and analyze results in one platform
• Text iQ analysis: Automatically categorize open-ended responses and identify sentiment
• Dashboard widgets: Create visual reports with filtering and drill-down options
• Platform breadth: Qualtrics has a broad range of use cases across many market research methodologies 

Qualtrics pros and cons

Pros:

• • Survey creation and analysis in a single platform
  • Text analysis helps process open-ended feedback
  • Wide adoption means many team members may already have experience with it

Cons:

• • Analysis features focus on data collected through Qualtrics surveys; importing external data adds complexity
  • Advanced statistical analysis can require exporting to other tools
  • Enterprise licensing structure can be complex to navigate

4. SurveyMonkey: Familiar interface with basic dashboards

SurveyMonkey is one of the most recognized survey tools, and many researchers have used it at some point. The platform includes basic visualization and filtering for analyzing responses. For simple survey projects, the built-in reporting may cover your needs.

The interface prioritizes accessibility over depth. You can create charts and share results without specialized training, though you may find the analysis options limiting for complex research.

SurveyMonkey features

• Survey templates: Pre-built questionnaires for common research scenarios
• Basic filtering: Segment results by respondent demographics or question responses
• Shareable reports: Generate links to share results with stakeholders

SurveyMonkey pros and cons

Pros:

• • Widely recognized with a familiar interface
  • Quick setup for simple survey projects
  • Templates help you get started faster

Cons:

• • Analysis features are basic compared to research-focused platforms
  • More suited for smaller businesses who conduct their own surveys
  • No/limited respondent-level analysis or advanced statistical testing
  • Primarily designed for data collected through SurveyMonkey surveys

5. Forsta: Qualitative and quantitative in one platform

Forsta has a proud heritage in the experience sector, and combines quantitative survey analysis with qualitative research tools. You can run traditional surveys alongside video open-ends and discussion boards. This approach works for teams that need both data types in one place.

The platform includes reporting capabilities and supports multilingual surveys for global research programs.

Forsta features

• Video feedback capture: Collect qualitative responses alongside quantitative survey data
• Multilingual support: Create surveys in multiple languages for international research
• Combined reporting: Analyze quantitative and qualitative data together

Forsta pros and cons

Pros:

• • Combines quantitative and qualitative capabilities
  • Supports global research with translation features
  • Video open-ends add depth to survey responses

Cons:

• • Breadth of features can make the platform complex to navigate initially
  • Dashboard customization options vary by plan level
  • Data from external sources requires additional configuration

6. QuestionPro: Mid-tier option with customization

QuestionPro offers survey creation, collection, and analysis at a middle-tier level. The platform includes question types, logic, and basic analytics. You can customize surveys and access results through basic-intermediate dashboards.

For teams that need more than basic tools but aren't ready for enterprise platforms, QuestionPro fills that gap.

QuestionPro features

• Custom branding: Apply your organization's visual identity to surveys
• Response analysis: Filter and cross-tabulate results through the dashboard
• Integrations: Connect with tools like Salesforce and HubSpot

QuestionPro pros and cons

Pros:

• • More features than basic survey tools
  • Integration options for common business platforms
  • Customizable survey design

Cons:

• • Analytics depth is more limited than specialized market research platforms due to its core focus being data collection
  • Advanced features are reserved for higher plan tiers
  • Less suited for analyzing complex multi-wave tracking studies

Comparison table: Survey dashboard software for market research

Yes (✓)  No (✗)  Limited (-)

What role does respondent-level analysis play in survey reporting?

Respondent-level analysis lets you see beyond percentages and averages to examine individual data points. This capability matters when you need to validate whether a trend is real or driven by a handful of unusual responses.

If a survey platform only shows aggregated results, you'll see that 65% of respondents prefer Option A, but can't investigate who those respondents are or whether certain profiles skew the results.  Harmoni enables you to trace findings back to specific respondent characteristics.

This depth becomes critical when presenting to stakeholders. When an executive questions your findings, you can demonstrate exactly where the data comes from—building confidence in your insights and your credibility as a researcher. You can even respond on the spot if you've got Harmoni open.

How do live dashboards change executive reporting?

Static reports create delays between data collection and decision-making. By the time your PowerPoint reaches stakeholders, priorities may have shifted. Live dashboards solve this by giving executives direct access to current findings.

With platforms like Harmoni, you set up dashboards once and they update automatically as new data arrives. Stakeholders can explore findings on their own schedule without submitting requests to your team.

Permissioned access controls ensure executives see only what they should. You maintain governance while democratizing insights across the organization. According to a Gartner analysis, organizations that enable self-service data access accelerate their decision-making cycles significantly.

Is Harmoni the right survey dashboard tool for your market research needs?

During early discussions that our frontline teams have with you and your stakeholders, we could determine that Harmoni isn't a fit, at least for your immediate need. Or we may agree that dashboards are not necessary and it's preferable to explore project tree and cross-tab only. We won't push anything that isn't going to help your organization succeed. 

When you compare survey dashboard platforms, most differences come down to depth versus breadth. Generic tools try to serve everyone and end up serving some far better than others. Harmoni focuses specifically on what market researchers need—and delivers it at a level that generic tools struggle to match without significant workarounds.

Respondent-level analysis fundamentally changes what you can do with your data. Instead of trusting that aggregated numbers tell the full story, you can verify trends by examining the underlying responses. 

Infotools accelerates your insight generation through ChatHarmoni's AI-guided exploration. Ask questions in plain language and get instant answers, then drill deeper into the patterns that matter. Combined with over 36 years of market research expertise and backing from global powerhouse Ipsos, Harmoni gives you both the technology and the trust to present findings with confidence.

Ready to see what respondent-level analysis and AI-guided exploration can do for your research? Schedule a Harmoni demo and discover how leading global insights teams deliver faster, more confident insights.

FAQs about survey dashboard software features

What is survey dashboard software?

Survey dashboard software displays your survey results through visual charts, graphs, and interactive reports. It helps you analyze responses and share findings with stakeholders without exporting to spreadsheets.

Infotools Harmoni goes further by enabling respondent-level exploration and AI-guided analysis, so you're not limited to pre-built visualizations.

Why does respondent-level analysis matter for market research?

Respondent-level analysis lets you examine individual responses rather than just aggregated statistics. This helps you validate trends, identify outliers, and build confidence before presenting findings to stakeholders.

With Infotools Harmoni, you can trace any data point back to its source respondent profile.

What's the difference between survey analytics and business intelligence tools?

Survey analytics platforms are built specifically for questionnaire data, including handling multiple choice responses, scales, and open-ended text. Business intelligence tools are designed for transactional data like sales figures.

Market research-specific platforms like Harmoni understand survey data structures natively, which means less configuration work for your team.

How do live dashboards improve stakeholder reporting?

Live dashboards update automatically as new survey responses arrive. Stakeholders can access current findings on their own schedule instead of waiting for your team to refresh static reports.

Infotools Harmoni includes permissioned access controls, so you maintain data governance while democratizing insights.

What should I look for in AI features for survey analysis?

Look for AI that helps you explore data faster through natural language queries and automatic pattern detection. The AI should surface significant findings you might otherwise miss.

Infotools Harmoni's ChatHarmoni feature lets you ask questions in plain language and receive instant analysis, accelerating your hypothesis testing.