Guides, product updates and deep-dives on building AI-powered applications with real-time web search.
Build a Sales Qualification Assistant for Inbound Leads with Prismfy for account research from public data.
Prismfy Team
May 8, 2026
Research an Enterprise Account for a Demo Call with Prismfy for account research from public data.
Prismfy Team
May 8, 2026
Build Prospect Profiles from Live Public Web Data with Prismfy for account research from public data.
Prismfy Team
May 8, 2026
Build a Pre-Demo Account Briefing Template with Prismfy for account research from public data.
Prismfy Team
May 8, 2026
Build a Prospect List Sourcing Workflow for SDR Outreach with Prismfy for account research from public data.
Prismfy Team
May 8, 2026
Build a SaaS Competitor Watchlist Schema for Public Signals with Prismfy for public-signal monitoring.
Prismfy Team
May 8, 2026
Monitor Competitor Docs for Product Direction Signals with Prismfy for public-signal monitoring.
Prismfy Team
May 8, 2026
Build a Competitor Launch Briefing Workflow from Public Signals with Prismfy for public-signal monitoring.
Prismfy Team
May 8, 2026
Track Competitor Feature Page Changes with Prismfy for public-signal monitoring.
Prismfy Team
May 8, 2026
Monitor Competitor Pricing Page Changes with Prismfy for public-signal monitoring.
Prismfy Team
May 8, 2026
Build a Product Help Assistant Without a Vector Database or Vector Store with Prismfy for approved-docs verification.
Prismfy Team
May 8, 2026
Add Fresh Web Search to a Documentation Assistant with Prismfy for approved-docs verification.
Prismfy Team
May 8, 2026
Build a Product Q&A Assistant Limited to Approved Docs with Prismfy for approved-docs verification.
Prismfy Team
May 8, 2026
Architect a Docs-First Knowledge Assistant with Public Verification with Prismfy for approved-docs verification.
Prismfy Team
May 8, 2026
Build a Docs-Only Customer Support Assistant from Approved Docs with Prismfy for approved-docs verification.
Prismfy Team
May 8, 2026
Design a Freshness Governance Policy for AI Answer Systems with Prismfy for better RAG freshness.
Prismfy Team
May 8, 2026
Route Time-Sensitive Questions to Web Search with Prismfy for better RAG freshness.
Prismfy Team
May 8, 2026
Add Citations to Time-Sensitive RAG Answers with Prismfy for better RAG freshness.
Prismfy Team
May 8, 2026
Freshness vs Recall in RAG: When Web Search Beats Vector Search with Prismfy for better RAG freshness.
Prismfy Team
May 8, 2026
How to Add Staleness Checks to a RAG Pipeline with Live Web Search with Prismfy for better RAG freshness.
Prismfy Team
May 8, 2026
TypeScript Patterns for Prismfy Search API Integration for cleaner search integrations.
Prismfy Team
May 7, 2026
Add Search to an n8n AI Workflow with Prismfy for cleaner search integrations.
Prismfy Team
May 7, 2026
Build an MCP Search Tool with Prismfy for cleaner search integrations.
Prismfy Team
May 7, 2026
Prismfy + LlamaIndex: Use Fresh Web Evidence in RAG for cleaner search integrations.
Prismfy Team
May 7, 2026
Prismfy + LangChain: When to Use Web Search Instead of a Retriever for cleaner search integrations.
Prismfy Team
May 7, 2026
Use Prismfy in Claude Desktop to Pull Fresh Web Context for fresh public-web evidence.
Prismfy Team
May 7, 2026
Give a CrewAI Agent Fresh Web Context with Prismfy for fresh public-web evidence.
Prismfy Team
May 7, 2026
Add Live Web Search to a LangGraph Agent with Prismfy for fresh public-web evidence.
Prismfy Team
May 7, 2026
Build a ReAct Search Agent in Python with Prismfy for fresh public-web evidence.
Prismfy Team
May 7, 2026
Add Real-Time Web Search to an OpenAI Agent Workflow with Prismfy for fresh public-web evidence.
Prismfy Team
May 7, 2026
Build a working MCP web search server in TypeScript — register a Prismfy-backed web_search tool that Claude Desktop and any MCP client can call.
Prismfy Team
April 17, 2026
Add live web search to any LangChain agent with Prismfy — one API key, multi-engine results, and a custom @tool decorator in under 20 lines of Python.
Prismfy Team
April 17, 2026
For agent workflows, synchronous search is easier to reason about than a queue-plus-poll model.
Prismfy Team
April 17, 2026
Before outreach, you usually need only a few facts: what the company does, what changed recently, and whether there is a clear reason to reach out.
Prismfy Team
April 17, 2026
Internal teams waste time answering the same setup questions over and over. A docs-based support bot can handle the repeat questions and leave the edge cases for humans.
Prismfy Team
April 17, 2026
An MCP workflow is only as useful as the tools inside it. If the workflow needs fresh web data, add a search tool instead of expecting the model to guess.
Prismfy Team
April 17, 2026
Not every search question should use the same source. A docs question, a competitor question, and a research question all need different retrieval choices.
Prismfy Team
April 17, 2026
Some questions need more than one source type. A research assistant should look at code, papers, and discussion threads before it answers.
Prismfy Team
April 17, 2026
If you only check competitor sites manually, you will miss the exact changes that matter: pricing edits, new features, and launch announcements.
Prismfy Team
April 17, 2026
RAG works best when the retrieval layer is current. If your knowledge base is stale, your answer is stale too.
Prismfy Team
April 17, 2026
Build a docs-scoped support assistant using Prismfy domain search — with a complete Python example, LLM integration, and guardrails for when docs don't have the answer.
Prismfy Team
April 17, 2026
Step-by-step guide to wiring real-time web search into any AI agent — with working Python code, engine selection tips, and a full agent loop example.
Prismfy Team
April 16, 2026
