G2 Data Integration — Buyer Intent & Product Research Signals
Connect G2 in 5 minutes. Your AI agent identifies prospects actively researching your product, category, or competitors on G2's review platform — then correlates buyer intent signals with cross-channel insights from 1,000+ sources.
Key Takeaways What your AI agent extracts from G2
Improvado pulls Prospects and buyer intent signals from G2's Buyer Intent API. Your agent accesses real-time research activity on your products, categories, and competitors, along with buying journey stage indicators and tailored messaging insights. Unlike traditional firmographic databases, G2 provides behavioral signals from active software evaluation — showing you who is ready to buy right now based on their review platform engagement.
Real-Time Buyer Intent Signals
Improvado pulls prospects and buyer intent signals from G2's Buyer Intent API. We capture real-time research activity on your products, categories, and competitors, along with buying journey stage indicators, session counts, focus areas, and tailored messaging insights based on review platform engagement.
Data objects and fields Improvado extracts from G2
| Object | Fields |
|---|---|
| Prospects | company_name research_activity buying_stage focus_area competitor_viewed |
| Intent_Signals | signal_type timestamp product_researched category_researched session_count |
| Buying_Journey | stage progression_date messaging_insights readiness_score |
From connection to autonomous action in three steps
Connect
Connect: Authenticate with your G2 account in under 5 minutes. Improvado immediately syncs live buyer intent signals as prospects research your products, categories, or competitors on G2's platform.
Ask
Query: Ask your agent 'Which prospects researched our competitor in the last 24 hours and are in the decision stage?' It surfaces real-time intent signals, buying journey stage, and tailored messaging insights for personalized outreach.
Act
Act: Your agent routes high-intent G2 prospects to Salesforce campaigns, enriches them with Apollo contact data, creates personalized sequences in Salesloft, updates lead scores, and logs every workflow with full audit trails.
What teams ask their AI agent about G2
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Show me all prospects who researched our product category on G2 in the last 7 days and are currently in the consideration stage
Your AI agent analyzes G2 data and delivers actionable insights — automatically, in seconds.
Compare conversion rates of G2 intent-flagged prospects versus cold outreach leads across Salesforce and Outreach pipelines this quarter
Your AI agent analyzes G2 data and delivers actionable insights — automatically, in seconds.
Create personalized outreach sequences in Salesloft for all G2 prospects researching our top competitor in the last 48 hours
Your AI agent analyzes G2 data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read G2 — it orchestrates it.
Read
Read: Prospects (in-market buyers) and buyer intent signals including active research activity on your products, categories, and competitors, buying journey stage indicators (awareness, consideration, decision), and tailored messaging insights. Real-time sync as prospects engage with G2's review platform.
Write
Write: Route high-intent prospects to CRM campaigns, trigger personalized outreach sequences in sales engagement platforms, update lead scores based on research stage, enrich G2 prospects with firmographic data from other sources, and create stage-specific messaging workflows.
Monitor
Monitor: Real-time intent signal detection, research activity trends across products and competitors, buying stage progression, feature focus areas, competitor comparison rates, and conversion metrics for G2-sourced prospects versus other lead sources.
Claude, ChatGPT, and Cursor can route high-intent G2 prospects to sales sequences, enrich them with firmographic data from other sources, trigger personalized campaigns based on research stage, and sync intent signals to your CRM for prioritized outreach. When your agent creates a new sequence or updates lead scores based on G2 activity, every action is logged with timestamps, the AI model used, and the specific intent signals that triggered the workflow — giving your sales team full visibility into AI-driven prioritization.
| Company | Research Activity | Journey Stage |
|---|---|---|
| Cascade Technologies | 14 page views | Consideration |
| Brightwave Solutions | 22 page views | Consideration |
| Redwood Analytics Co | 9 page views | Consideration |
| Summit Digital Group | 17 page views | Consideration |
| Velocity Systems Inc | 11 page views | Consideration |
Send G2 data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with G2 as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
How does Improvado connect to G2?
What G2 data does Improvado pull?
How often does G2 data refresh?
Can the AI agent write data back to G2?
Is G2 data secure with Improvado?
How does G2 connect with other platforms in Improvado?
"Improvado saves about 90 hours per week and allows us to focus on data analysis."
"Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours."
Put an AI agent on your G2 today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.