When your company is evaluating a new software purchase, the buying committee usually includes people from different departments. The CFO cares about cost. The IT director worries about security and integration. End users want the tool to work the way they actually do their jobs. Executives want to know if this thing will move the needle on revenue or efficiency.
The problem is that most software reviews on G2, Capterra, and TrustRadius are written by one person from one company at one moment in time. A five-star review from a procurement manager at a manufacturing firm might be useless to your finance team at a consulting company. Worse, research shows that 60% of B2B software buyers regret their purchases within 18 months, even when they've read reviews. Often this happens because the wrong people were reading the wrong feedback.
How to read B2B software reviews by role comes down to this: you need a filter. Different stakeholders should be hunting for different things in the same review. This guide shows you what each role should prioritize so you actually use reviews to avoid regret instead of just checking a box.
What executives should hunt for in reviews
If you're on the executive side of the buying committee, you're thinking about business impact. Did this software move the needle for other companies like yours? Did it reduce headcount? Speed up cycles? Improve customer retention?
The research backs this up. C-suite executives are twice as likely as individual contributors to look for ROI and business results when reading reviews. But here's the trap: most reviews don't lead with ROI. They lead with features. A five-star review might spend four paragraphs talking about how intuitive the dashboard is and one sentence saying 'we saved 10 hours per week.' That one sentence is your entire data point.
When you're reading reviews as an executive, skip the feature descriptions. Search the review for numbers and time references. Look for 'reduced,' 'saved,' 'faster,' 'grew,' 'cut.' When you find those words, read the full context around them. If a review says the tool 'saved time' but doesn't say how much time or for how many people, it's not useful for your decision. Move on. The reviews that matter will tell you what changed and by how much.
Also pay attention to the company size and industry of the reviewer. A five-star review from a 50-person agency is not the same data point as one from a 500-person agency using the same software. Look at reviewer profile details. If the reviewer's company size and stage don't match yours, their ROI numbers won't either.
Review evaluation criteria for IT and technical stakeholders
As an IT leader, you're asking a completely different question than the CFO. Does this integrate with our stack? How's the security? What happens when we scale? Can we customize it without paying $50k for professional services?
Technical stakeholders should be looking for specificity about implementation and architecture. A review that says 'integration was easy' is marketing language. A review that says 'we connected it to Salesforce via their native API in two days without custom code' is actually useful. Look for reviews that mention specific integrations you need, specific security certifications (SOC 2, HIPAA, ISO 27001), and specific deployment models (cloud only, on-premise, hybrid).
Pay close attention to the recommendations section. According to analysis of over 100,000 reviews, 42% of five-star reviews still contain classified pain points. Reviewers often bury criticisms in the recommendations section instead of marking the rating down. If a review is five stars but the recommendations say 'improve API documentation' or 'make permissions more granular,' those are real limitations you should evaluate with your team. Conversely, if those gaps matter for your deployment, this might not be the right tool.
One more thing: look for reviews from people with titles similar to yours. A review from a CIO at a large enterprise will think about scaling and security differently than an IT manager at a mid-market company. Find reviewers in your reference class.
What to look for in reviews as a non-technical stakeholder
End users and department heads worry about whether this tool will actually make their jobs easier or harder. Will it break our workflows? Will the learning curve frustrate the team? Do we need extensive training?
When you're reading reviews as a non-technical stakeholder, ignore the feature lists entirely. Those are not your concern. Instead, look for reviews that describe the actual experience of using the software day to day. Words matter here. Read carefully for mentions of onboarding, training, ease of use, and team adoption. Look for phrases like 'my team picked it up quickly,' 'steep learning curve,' 'required significant training,' or 'our admin spent weeks configuring it.'
Also search for reviews that mention similar workflows to yours. If you're in sales operations and you find a review from someone in sales operations at a company similar to yours, that review is worth reading three times. If you find one from a product manager, it's less relevant to your actual workday, even if the rating is high.
Red flags to catch: any mention of frequent updates breaking workflows, comments about customer support being slow to respond to implementation questions, or notes that the tool required hiring someone new to manage it. If the tool was supposed to save labor but required more staff, that's critical data for your buying committee.
Finding relevant software reviews for your use case
The research shows that 67% of buyers purchase their first choice, meaning most of you are using reviews to vet a decision you've already made, not to discover new tools. That's actually useful because it narrows your job. You're not reading 500 reviews. You're reading reviews of the one or two tools your committee is seriously considering.
But within those reviews, you still need to filter ruthlessly. Use the review platform's filters by company size, industry, and reviewer role. If your platform supports it, sort by recency. A review from last month matters more than one from 18 months ago. The software has changed, the market has changed, and your needs might have changed.
When you're deciding which reviews to read, check the reviewer's profile. Look for companies that resemble yours in size, complexity, and stage. Look for reviews written by people with your role or the role that will use the software most. A review from a small company's solo operator is different data than one from a large company's dedicated team. Skip reviews that seem like they're from a significantly different context than yours.
One practical move: grab five reviews from different people in different company sizes, read them all the way through, and highlight anything that appears in more than one review. If three different people mention the same limitation or praise the same feature, that's signal. If something is mentioned once, it might be that one reviewer's specific situation.
Auditing a software decision with reviews across your committee
Once each person on your buying committee knows what to look for, here's how to actually use that to avoid regret. Have each stakeholder read reviews separately, looking for red flags specific to their role. Then bring the committee back together and compare what you found.
More often than not, different roles will have spotted different problems. Maybe IT found concerns about scalability that nobody else noticed. Maybe end users spotted something about support responsiveness that matters for your deployment but wouldn't show up on an executive's ROI scorecard. When you're comparing notes, prioritize the concerns that appear across multiple roles. If only one person is worried about something, it might be a personal preference. If two or more roles identified the same red flag, it's a problem.
If you find major red flags in reviews, go back to the vendor and ask about them directly. You're not trying to be confrontational. You're saying, 'We've read reviews from similar companies mentioning X, Y, and Z. Can you walk us through how you've addressed these?' A vendor who can't answer those questions clearly is a warning sign. A vendor who acknowledges the limitation and explains their roadmap is more trustworthy.
The goal is to read reviews not just as confirmation that you picked the right tool, but as a stress test for your decision. Your job on the buying committee is to spot what could go wrong. Reviews are the best source of that information because they come from people who've already discovered the problems.