Surface high-value sales signals from G2 reviews including vendor pain points, switching intent, and quantified business impact from decision-makers.
Overview
Product Reviews surface what real users are saying about vendors on G2—complaints, praise, switching intent, and quantified business impact.
We analyze G2 reviews across thousands of software products, scanning for 9 signal types. Our model extracts switching intent phrases ("we're evaluating alternatives"), quantified impact ("cost us $50K"), and decision-maker complaints (filtering for VP/Director/C-level titles). Multiple reviews mentioning the same issue get aggregated into a single signal with supporting quotes from each reviewer.
Available Subtypes
Subtype Enum
Category
Description
ActiveChurn
risk
Explicit statements about leaving or having left the product
CompetitorMentions
competitive
Any mention of switching to/from competitors
CustomerSupportComplaints
feedback
Slow response, unresolved tickets, poor service quality
IntegrationProblems
technology
Broken APIs, sync failures, compatibility issues
MissingFeatures
feedback
Critical features users need but product lacks
PricingConcerns
financial
Too expensive, hidden fees, poor ROI, price hikes
RecurringProductIssues
feedback
Same bug or problem mentioned in 2+ reviews (systemic issue)
ReliabilityIssues
risk
Downtime, crashes, data loss, instability
UsabilityIssues
feedback
Hard to use, steep learning curve, bad UX
Signal Categories
Category
Description
feedback
User experience and feature feedback
risk
Churn risk and reliability concerns
financial
Pricing and ROI concerns
technology
Integration and technical issues
competitive
Competitor comparisons and switching
Schema
{
"signal_id": "1cb8bd74-e7c9-4c41-b7aa-9c6f19f72e5d",
"signal_type": "g2-product-review",
"signal_subtype": "ActiveChurn",
"relevance_score": 92,
"detected_at": "2026-01-21T11:01:13.789Z",
"association": "company",
"company": {
"name": "Salesforce",
"domain": "salesforce.com",
"linkedin_url": "https://www.linkedin.com/company/salesforce/"
},
"data": {
"summary": "Enterprise IT Director reports switching from Salesforce to HubSpot after pricing increased 40% at renewal, citing ROI concerns and complexity for their mid-market use case.",
"switching_intent": {
"detected": true,
"urgency": "immediate",
"signal_phrase": "We migrated to HubSpot last quarter"
},
"quantified_impact": {
"has_numbers": true,
"metrics": [
"40% price increase",
"$180K annual savings"
]
},
"decision_maker_complaint": {
"is_decision_maker": true,
"title": "IT Director"
},
"competitors_mentioned": [
"HubSpot"
],
"evidence": [
{
"quote": "We migrated to HubSpot last quarter after Salesforce tried to raise our renewal by 40%. The savings are $180K annually.",
"reviewer_name": "Mark T.",
"reviewer_title": "IT Director @Manufacturing Co"
},
{
"quote": "For a mid-market company, the complexity wasn't worth it. HubSpot does 90% of what we need.",
"reviewer_name": "Mark T.",
"reviewer_title": "IT Director @Manufacturing Co"
}
]
},
"insight": {
"headline": "IT Director Churns After 40% Price Hike, Saves $180K by Switching to HubSpot"
}
}