iGPT vs Pursuit

Unified Intelligence Endpoint

Replace complex multi-step pipelines with a single API call. Instead of managing separate systems for retrieval, context building, and prompting, you send one natural language request. iGPT's pipeline automatically performs hybrid search, thread reconstruction, and optimal context shaping, delivering a ready-to-use, structured response in one seamless operation, dramatically reducing development time and complexity.

Deep Email & Attachment Processing

iGPT doesn't just read subject lines. It deeply indexes the full content of email conversations, automatically reconstructing threads across time and participants. Crucially, it also processes attachments—extracting text, data, and structure from documents, PDFs, and spreadsheets—and integrates that information into the overall context, providing a complete view of the conversation.

Context Engineering Framework (CEF)

This proprietary technology optimizes how information is retrieved and presented to your LLM. iGPT automatically selects, scores, and reranks the most relevant snippets from emails and attachments, shaping the perfect context window for your query. This eliminates the need for manual prompt engineering and tuning, ensuring high-quality, reliable outputs every time.

Enterprise-Grade Security & Audit

Built for the enterprise, iGPT enforces strict security protocols. It offers OAuth-only processing with Role-Based Access Control (RBAC), ensures zero data retention where inputs and outputs are never stored, and provides a full audit trail. Your data is never used to train models, keeping your company's sensitive communications fully under your control.

Pre-RFP Intelligence

Pursuit surfaces valuable buying signals 6-18 months ahead of RFPs going live, enabling your team to position itself as the incumbent rather than the outsider in the bidding process.

Real-Time Data Integration

The platform integrates with existing CRM systems like Salesforce and HubSpot, ensuring that data flows seamlessly and is continuously enriched for maximum accuracy without requiring engineering resources.

Comprehensive Signal Detection

Pursuit continuously scans millions of public documents, meeting transcripts, and budgets to identify emerging buying signals, allowing your team to act before competitors even know an opportunity exists.

Mobile-First Experience

Designed with a user-centric approach, Pursuit offers a mobile-first platform that ensures users can access critical insights and data on-the-go, enhancing productivity and responsiveness.

AI-Powered Email Assistants

Build intelligent agents that can draft replies, prioritize inboxes, and take action based on a complete understanding of long email threads and attached files. These assistants operate with full context, knowing the history, decisions, and commitments made across the entire conversation, not just the latest message.

Customer Support Copilots

Empower support teams with agents that instantly rebuild a customer's full story. The copilot can analyze long support tickets, understand tone shifts, and reference information buried in attachments (like invoices or screenshots), providing agents with concise summaries and suggested next steps to resolve issues faster.

Automated Workflow Orchestration

Turn email conversations into structured actions. Automatically extract tasks, deadlines, approvals, and decisions from threads and convert them into tickets in project management tools like Jira or Asana. Flag stalled conversations or missed commitments to keep projects moving forward without manual oversight.

Compliance & Relationship Intelligence

Automate the audit trail by tracing feedback, approvals, and key rationale back to the original email and attachment source. For sales and success teams, build CRM agents that extract deal momentum, stakeholder sentiment, and critical decisions directly from email exchanges to keep records accurate and actionable.

Strategic Sales Planning

Sales teams can leverage Pursuit to identify in-market accounts and prioritize outreach based on real buying signals, leading to more effective sales strategies and higher conversion rates.

Account Executive Preparation

Account Executives benefit from instant meeting prep through the Chrome extension, which provides comprehensive account intelligence, including incumbent details and recent procurement activities, before every client interaction.

Efficient Research for BDRs

Business Development Representatives can eliminate guesswork by receiving daily prioritized call lists based on real-time buying signals, maximizing their outreach effectiveness and improving qualified pipeline generation.

Customer Success Management

Customer success teams can set alerts for contract renewals and monitor churn signals like budget cuts or leadership changes, allowing for proactive engagement and risk mitigation.

iGPT is the definitive email intelligence API, engineered to solve the critical bottleneck that email poses for modern AI applications. Email is the central nervous system of business, but its unstructured, threaded, and attachment-heavy nature has traditionally broken most AI systems. iGPT transforms this chaos into trusted, actionable context for AI agents and enterprise workflows. It acts as a secure, auditable gateway that allows developers to integrate deep email understanding into their applications without the massive engineering overhead of parsing, chunking, and indexing. With a single, unified API call, iGPT handles the entire complexity of retrieval, context shaping, and reasoning across your entire email corpus. This means teams can instantly build powerful features into sales platforms, customer success tools, compliance systems, and custom AI agents, moving from raw, messy email data to context-aware answers and automations in seconds. Built with enterprise-grade security and compliance from the ground up, iGPT is for developers and organizations that need to leverage their most valuable communication data reliably and at scale.

Pursuit is an innovative AI-powered intelligence platform crafted specifically for businesses targeting state, local, and education (SLED) government entities. It redefines the public-sector sales landscape, transforming a traditionally slow and opaque process into one that is swift and transparent. By providing real-time data and actionable insights, Pursuit ensures that sales, business development, and operations professionals can identify lucrative opportunities long before RFPs are published. The platform's core value lies in boosting pipeline generation and enhancing win rates by directing focus towards accounts with the highest likelihood to buy, at the right time and with the appropriate context. Pursuit continuously scans millions of public documents, budgets, and meeting transcripts to detect live buying signals, scoring each entity to ensure that critical buying windows are never missed. With its mobile-first design, Pursuit delivers a seamless app-centric experience, pushing crucial intelligence directly to your CRM and browser, allowing for instantaneous action on opportunities from anywhere.

How does iGPT handle data privacy and security?

iGPT is built with a foundational commitment to security. It employs a zero-data retention policy for inferences, meaning your prompts and email data are processed in memory and never stored. Access is controlled via OAuth and strict Role-Based Access Control (RBAC). Furthermore, iGPT has a zero-data training guarantee—your data is never used to train or improve any AI models.

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

Generic LLMs lack deep understanding of email structure. iGPT specializes in the email domain, automatically handling the complexity of threading, participant management, and attachment integration. It performs sophisticated retrieval and context shaping (via its CEF) before reasoning, which yields far more accurate, relevant, and cited answers than feeding raw text to a base model, saving you from extensive engineering work.

How quickly can I integrate iGPT and start getting results?

Integration is designed to be immediate. You can connect your email data sources, and iGPT begins indexing automatically. With the provided SDKs and a live playground to test queries, developers can go from sign-up to receiving contextual answers from their email data in a matter of minutes, not weeks.

Does iGPT support structured output for automation?

Yes, absolutely. The API allows you to define an output schema in your request. iGPT will return a structured JSON response formatted to your exact specifications, making the output instantly usable for downstream automation, database insertion, or triggering other workflows without any additional parsing.

What types of organizations can benefit from Pursuit?

Pursuit is tailored for businesses that sell to state, local, and education government entities, particularly those in the technology sector looking to enhance their sales strategy and pipeline visibility.

How does Pursuit identify buying signals?

Pursuit employs advanced AI algorithms to continuously scan public documents, budgets, and meeting transcripts, uncovering critical buying signals that indicate when government entities are preparing to make purchases.

Can Pursuit integrate with my existing CRM system?

Yes, Pursuit offers native integrations with major CRM platforms like Salesforce and HubSpot, allowing seamless data flow and synchronization without requiring extensive engineering efforts.

How does Pursuit enhance the sales process?

By providing timely and relevant intelligence on buying signals, Pursuit enables sales teams to focus their efforts on the most promising opportunities, significantly improving win rates and pipeline growth.

iGPT is a business intelligence API that transforms unstructured email data into secure, actionable context for AI agents and enterprise applications. It solves the core problem of making complex email threads and attachments usable for automated workflows. Users often explore alternatives for various reasons, such as budget constraints, specific feature requirements not covered, or the need for a solution that integrates with a different tech stack or platform. It's a common step in finding the right fit for a project's unique needs. When evaluating options, focus on capabilities like deep email and attachment processing, security compliance, ease of integration, and the ability to handle real-world, messy email data at scale. The goal is to move from raw data to reliable, context-aware answers without excessive engineering overhead.

Pursuit is an AI-powered intelligence platform that specializes in identifying and alerting businesses to sales opportunities within the public sector, specifically targeting state, local, and education entities. By leveraging real-time data and actionable insights, Pursuit transforms the sales process, enabling teams to focus on high-potential accounts before formal RFPs are published. Users commonly seek alternatives to Pursuit for various reasons, including pricing structures, feature sets, or compatibility with existing platforms. When evaluating alternatives, it's essential to consider factors such as the comprehensiveness of data, user experience, integration capabilities, and the specific needs of your sales team to ensure a seamless transition and continued success in capturing public sector opportunities.