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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.

SOC 2 Type II 1,000+ data sources Any warehouse or BI tool
A
Improvado Agent
Connected to G2
Show me all prospects who researched our product on G2 in the last 48 hours and are in the decision stage.
prospects: 127, avg_buying_stage: Decision, top_researched_feature: API integrations, competitor_comparison_rate: 68%.
Enrich these prospects with Apollo contact data and create personalized Salesloft sequences emphasizing API capabilities.
Done — enriched 114 prospects with verified emails, created 3 stage-specific sequences, queued 114 contacts for outreach starting tomorrow 9 AM.
Trusted by data-driven teams
1,000+
Integrations
200+
G2 Fields
99.9%
SLA Uptime
<5 min
Setup
SOC 2
Type II
Improvado
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.

200+ metrics and dimensions Campaigns, ad groups, keywords, audiences, geo, device — all granularity levels from the G2 API
15-minute refresh cycles Near real-time sync with 99.9% SLA uptime. No stale dashboards.
Cross-channel normalization Marketing CDM unifies your data with 1,000+ sources into one schema. No manual mapping.
Any warehouse or BI tool Snowflake, BigQuery, Redshift, Databricks, Power BI, Tableau, Looker Studio
AI Agent access via MCP Query, write, and monitor G2 through Claude, ChatGPT, Cursor, or any MCP client
Enterprise-grade security SOC 2 Type II, HIPAA, GDPR, CCPA. Raw data never leaves your environment.
OAuth setup in under 5 minutes No API keys, no code, no developer setup. Schema changes handled automatically.
Zero ongoing maintenance Pagination, rate limits, API versioning — all managed. Your team focuses on analysis.
Integration Details

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.

G2 Buyer Intent API · Real-time sync · Live prospect detection
Schema Overview

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
How it works

From connection to autonomous action in three steps

1

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.
2

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.
3

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.
Use Cases

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.

See how teams use Improvado →
A
Improvado Agent Analysis

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.

3 hrs → 10 min
A
Improvado Agent Cross-channel

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.

Manual → auto
A
Improvado Agent Reporting

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.

4 hrs → 15 min
AI Agent Access

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.

Claude ChatGPT Cursor Gemini Any MCP Client
Explore MCP →
Improvado Agent · G2
You
Show me all prospects who researched our product category on G2 in the last 7 days and are currently in the consideration stage
A
Active G2 Researchers
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
5 prospects · 73 total page views · avg 14.6 views per company
You
Create personalized outreach sequences in Salesloft for these prospects with category comparison content
A
Outreach sequences created
5 prospects added to Salesloft · personalized emails scheduled
Destinations

Send G2 data anywhere

Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.

Snowflake → BigQuery → Redshift → Databricks → Power BI → Tableau → Looker Studio → Google Sheets → Domo → Excel → Qlik → Amazon S3 → Metabase → Grafana → PostgreSQL → Azure SQL →
SOC 2 Type II
Certified Security
HIPAA
Health Data Privacy
GDPR
EU Data Protection
CCPA
CA Privacy Standard
Compare

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.

FAQ

Frequently asked questions

How does Improvado connect to G2?
Improvado connects to G2 via the G2 Buyer Intent API. Setup takes approximately 5 minutes: you authenticate your G2 account through Improvado's connector configuration and select which intent signals (product research, category research, competitor research) to track. Improvado begins syncing live prospect activity immediately, with real-time access to new in-market buyers as they research on G2's platform.
What G2 data does Improvado pull?
Improvado extracts Prospects and buyer intent signals from G2. This includes active research activity on your products, categories, and competitors, buying journey stage indicators (awareness, consideration, decision), and tailored messaging insights for personalized outreach. G2 focuses on behavioral intent data rather than firmographic enrichment — it shows you who is actively evaluating software right now. Data refreshes in real-time as prospects engage with G2's review platform, enabling immediate outreach at the right moment in the buying journey.
How often does G2 data refresh?
G2 intent data syncs in real-time as prospects research products, categories, or competitors on the G2 platform. Improvado continuously monitors for new in-market signals and updates your data warehouse or CRM within minutes of detection. This live access ensures your sales team can reach out while prospects are actively evaluating solutions, maximizing engagement during critical buying moments. You can also trigger manual syncs at any time through Improvado's interface or via your AI agent.
Can the AI agent write data back to G2?
G2's Buyer Intent API is primarily a read-only connector focused on surfacing in-market prospects. However, your AI agent can act on G2 intent signals by writing to connected platforms: routing high-intent prospects to Salesforce campaigns, creating personalized sequences in Outreach or Salesloft, updating lead scores in your CRM, or enriching G2 prospects with firmographic data from Apollo or ZoomInfo. Every action is logged in Improvado's audit trail with timestamps, the AI model that initiated the workflow, and the specific intent signals that triggered the automation.
Is G2 data secure with Improvado?
Yes. Improvado is SOC 2 Type II certified, HIPAA-compliant, and GDPR-ready. All G2 API credentials are stored in encrypted vaults with role-based access controls. Data in transit is encrypted via TLS 1.2+, and data at rest uses AES-256 encryption. Improvado processes only the buyer intent signals you configure, and you retain full control over which AI agents have access to G2 prospect data and which downstream systems receive intent-triggered workflows.
How does G2 connect with other platforms in Improvado?
Improvado maps G2's buyer intent signals into a Common Data Model alongside 1,000+ marketing, sales, and analytics platforms. This lets your AI agent join G2 in-market prospects with CRM pipeline data (Salesforce, HubSpot), firmographic enrichment (Apollo, ZoomInfo), and sales engagement (Outreach, Salesloft) in a single query. For example, you can ask 'Which G2 prospects researching our competitor have 500+ employees, are enriched with verified emails from Apollo, and have no open opportunities in Salesforce?' and get an instant answer across all four systems to prioritize net-new outreach.
Customer stories
See all customer stories →
“Improvado saves about 90 hours per week and allows us to focus on data analysis rather than routine data aggregation, normalization, and formatting.”
Jeff LeeHead of Social, Media Buy, Influencer & Marketing Data, ASUS
Read story →
“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.”
Marc CerniglioInsights & Automation Manager, Chacka Marketing
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