iGPT vs Pursuit

Unified Contextual Endpoint

Replace complex multi-step retrieval systems with a single natural language API request. iGPT's unified endpoint seamlessly handles retrieval, context shaping, and reasoning in one integrated pipeline, delivering answers ready for automation without any prompt engineering or manual pipeline management required.

Deep Email & Attachment Processing

iGPT automatically and deeply indexes all email data, including complex threads with multiple participants. It also processes attachments, extracting text, data, and structure from documents, PDFs, and spreadsheets to provide a complete view of the conversation's context and content.

Hybrid Retrieval with Citations

The system employs a sophisticated hybrid retrieval method combining semantic, keyword, and filtered search, which is then scored and re-ranked in one call. Every answer is returned with direct citations back to the source emails and attachments, ensuring verifiability and trust.

Enterprise-Grade Security & Auditability

Built with strict security principles, iGPT offers zero data training, OAuth-only processing with Role-Based Access Control (RBAC), and zero data retention. Each inference is processed in memory, and a full audit trail ensures all actions are traceable, keeping data under your company's control.

Real-Time Buying Signal Detection

Pursuit's AI engine scans and interprets millions of data points from across the SLED landscape, including budget documents, council meetings, and contract postings. It identifies concrete buying signals like budget approvals, new initiatives, leadership changes, and contract expirations, scoring entities on their buying propensity. This moves teams from reactive RFP chasing to proactive opportunity shaping based on live intelligence.

Automated CRM Data Enrichment

The platform ensures your customer relationship management system is always accurate and actionable. It provides auto-enriched accounts, contacts, and organizational charts with 94% data accuracy. Native, bi-directional integrations with Salesforce and HubSpot sync this refreshed intelligence automatically, eliminating manual data entry and reducing research time by 50% for operations teams.

Role-Specific Intelligence Workflows

Pursuit delivers tailored functionality for every persona in the revenue cycle. Account Executives get instant meeting prep via a Chrome extension. BDRs receive daily prioritized call lists. Marketing can build ABM campaigns around real budget cycles, and Customer Success gets configurable renewal alerts. This ensures every team member operates from the same, centralized intelligence.

Territory & Pipeline Visibility for Leaders

Sales leaders gain a comprehensive dashboard to see which reps are acting on which signals, identify coverage gaps, and forecast with confidence using real SLED buying indicators. This visibility into team activity and territory performance helps leaders optimize strategy and resource allocation to maximize pipeline growth and win rates.

Intelligent Email Assistants

Build AI agents that can draft, prioritize, summarize, and act on emails with a complete understanding of the entire thread history, participant roles, and attached documents, dramatically improving productivity and response quality.

Customer Support Copilots

Empower support teams with agents that instantly reconstruct the full customer story across long, messy email chains. These copilots can understand tone shifts, track issues, and reference attachments to provide accurate, context-rich support.

Workflow & CRM Automation

Automatically turn email conversations into structured data for other systems. Extract action items, deadlines, approvals, and deal momentum to create tasks in project tools or update records in CRM platforms like Salesforce, directly from email threads.

Compliance & Audit Trail Generation

Automate the tracking of critical communications for legal and regulatory compliance. iGPT can trace feedback, decisions, approvals, and rationale back to the original email and attachment sources, creating a reliable and searchable audit trail.

Proactive Pipeline Generation for BDRs

Business Development Representatives stop cold calling blindly. Pursuit provides daily alerts on high-intent signals within their territory, such as budget approvals or contract expirations. This allows BDRs to build prioritized outreach lists with relevant context, leading to more meaningful conversations and a documented 47% increase in qualified SLED pipeline.

Strategic Account Planning for AEs

Account Executives eliminate pre-call research scrambles. With the Pursuit Chrome extension, they instantly access a full account dossier before every meeting, including known incumbents, contract history, procurement vehicles, and recent signals. This preparation allows them to show up as a trusted advisor, contributing to a 32% improvement in win rates.

Targeted ABM Campaign Creation for Marketing

Marketing teams move beyond firmographics to signal-based targeting. Pursuit identifies in-market accounts based on concrete budget cycles and new initiatives. Marketers can then build and execute hyper-relevant account-based marketing campaigns, syncing audiences directly to platforms like LinkedIn, Marketo, or HubSpot, achieving a 2.4x lift in campaign conversion rates.

Renewal Risk Management for Customer Success

Customer Success managers gain early visibility into renewal and churn risks. The platform monitors for signals like budget cuts, leadership changes, or competitor RFPs at existing accounts, sending configurable alerts 90-180 days before renewal. This enables proactive retention strategies and leads to a 3x faster renewal identification process.

iGPT is an enterprise-grade email intelligence API that transforms the unstructured data within email communications and attachments into structured, actionable intelligence for AI agents and automated workflows. It solves a critical gap where most AI systems fail: reliably accessing and understanding the complex context of email threads, documents, and historical conversations. Designed for developers and enterprises, iGPT provides a secure, unified gateway to deep email context through a single API call. This eliminates the immense engineering burden of building and maintaining custom pipelines for parsing, chunking, indexing, and prompt tuning. By delivering trusted, context-aware answers with full citations, iGPT enables businesses to confidently deploy intelligent automation for sales, customer support, operations, and compliance, turning the chaos of email into a powerful, structured data source.

Pursuit is the definitive pre-RFP intelligence platform for companies selling to state, local, and education (SLED) governments. It transforms the traditionally slow, opaque, and relationship-dependent public sector sales process by delivering real-time data and actionable buying signals. The platform continuously monitors over 110,000 public entities, analyzing documents, meeting minutes, and budget cycles to detect live procurement intent 6-18 months before a formal RFP is issued. This allows sales, marketing, and operations teams at government contractors and technology vendors to identify and engage with high-propensity accounts at the exact right time. By providing enterprise-level research, automated CRM enrichment, and role-specific workflows, Pursuit acts as a force multiplier for entire go-to-market teams. Its core value is enabling businesses to build pipeline proactively, show up as the informed incumbent, and win more SLED deals by focusing efforts on relevance and timing, not just relationships.

How does iGPT handle data privacy and security?

iGPT is built on a foundation of enterprise-grade security. It practices zero data training, meaning your data is never used to train models. It uses OAuth-only processing with RBAC, enforces zero data retention (processing happens in memory), and provides a full audit trail, ensuring data never leaves your control.

What makes iGPT different from using a generic LLM on email text?

Generic LLMs lack the specialized understanding of email structure, threading, and attachment context. iGPT provides a complete pipeline that deeply indexes, reconstructs threads, processes attachments, and performs optimized retrieval to deliver accurate, cited answers from messy email data through one simple call, eliminating months of custom engineering.

Can iGPT process data from multiple email sources?

Yes, iGPT is designed to connect to and unify data from various enterprise email sources. It deeply indexes emails and attachments from these connected sources, allowing a single API query to retrieve context from across all of them, creating a unified intelligence layer.

What is the Context Engineering Framework (CEF)?

The Context Engineering Framework (CEF) is iGPT's performance and quality tier system. It allows developers to choose the optimal balance of speed, cost, and reasoning depth for their specific use case by selecting different CEF tiers (e.g., cef-1-normal) when making an API request.

What types of buying signals does Pursuit detect?

Pursuit detects a wide range of concrete, early-stage buying signals from public documents and data. This includes mentions of new initiatives or projects in meeting minutes, budget approvals for specific technology categories, contract expiration dates, leadership changes in relevant departments, and the posting of early-stage RFIs or sources sought notices, often 6-18 months before an RFP.

How does Pursuit ensure data accuracy and freshness?

The platform employs continuous automated monitoring of over 110,000 SLED entity sources. Its AI is trained to extract and interpret data from unstructured documents. Combined with a proprietary data enrichment engine, Pursuit maintains a 94% data accuracy rate. All account and contact information is refreshed and synced bi-directionally with your CRM in real-time, ensuring teams always have the latest intelligence.

Can Pursuit integrate with our existing tech stack?

Yes. Pursuit is built for seamless integration. It offers native, bi-directional integrations with major CRMs like Salesforce and HubSpot, requiring no engineering effort to set up. It also supports audience sync with marketing platforms such as Marketo, HubSpot, and LinkedIn Ads, allowing signals to flow directly into your existing workflows and campaigns.

Is Pursuit only for large government contractors?

No. Pursuit is designed for any company selling products or services to the SLED market, from fast-growing startups to established enterprise contractors. The platform scales to meet different needs, providing the same critical early intelligence to level the playing field and help smaller companies compete effectively by finding opportunities before larger, slower-moving incumbents.

iGPT is an enterprise-grade email intelligence API that transforms unstructured email and attachment data into structured, context-aware answers for AI agents and workflows. It belongs to the business intelligence category, specifically solving for secure, reliable access to team communication data. Users may look for alternatives for various reasons, including budget constraints, specific feature requirements not covered, or a need for a different deployment model. Some may seek a broader platform or a solution integrated into an existing tech stack. When evaluating alternatives, consider core capabilities like depth of email and attachment processing, security and compliance standards, ease of API integration, and the system's ability to deliver accurate, contextual answers from complex communication threads.

Pursuit is an AI-powered sales intelligence platform designed for businesses selling to state, local, and education (SLED) government entities. It helps teams find and win contracts by detecting early buying signals before an RFP is issued. Users may explore alternatives for various reasons, such as budget constraints, a need for different feature sets, or a preference for a platform that integrates with a broader range of sales tools. The search for a different solution is a normal part of finding the right fit for a company's specific sales process and goals. When evaluating alternatives, key considerations should include the depth and accuracy of public-sector data, the ability to provide proactive alerts on live opportunities, and how well the platform integrates with your existing CRM and sales workflow to drive efficiency.