Platform

Platform Overview

From advanced language models to context-aware intelligence and intuitive agents, Jasper’s rich product experience is designed to meet marketers where they work—so they can customize AI for how they work.

Agents

Purpose-built agents that execute end-to-end marketing workflows

Optimization

Personalization

Research

View All Agents

Content Pipelines

A structured workflow system that enables repeatability and scale.

Canvas

Grid

AI Studio

API & MCP

Jasper IQ

Governed marketing decision surface embedding context, rules, and brand logic.

Brand IQ

Brand Voice

Visual Guidelines

Style Guide

Knowledge

Governance

Solutions

All Solutions

AI Solutions for every kind of marketer, use case or industry.

Content Pipelines

Solutions by Use Case

Scale SEO, personalization, and campaigns and more—driving faster, smarter marketing growth.

SEO, AEO & GEO

Create content that ranks, drives traffic & strengthens authority at scale.

Personalization

Empower your team to target specific accounts, contacts, leads, and opportunities.

Campaigns

Transform briefs, insights, & channel requirements into on-brand campaign content.

Jasper IQ

Solutions by Role

Product Marketing

Content Marketing

Performance Marketing

Field & Events Marketing

Brand Marketing

PR & Communications

Trust Foundation

Solutions by Industry

Technology

eCommerce & Retail

Insurance

Media & Publishing

Resources

All Resources

Find tips, advice, and practical use cases to advance your AI marketing strategy.

The State of AI in Marketing 2026

AI is everywhere, but scaling it is the real challenge. See the findings from 1,400 marketers.

Get The Report

Discover

Unlock the full potential of Jasper through stories, tools, and expert guidance built for marketers.

Blog

Get tips, trends, and insights on all things AI and marketing—straight from the Jasper team.

Customer Stories

Learn how marketing teams are using Jasper to move faster, stay on-brand, and scale their impact.

Webinars & Events

Join live sessions and events to learn, build, and connect with fellow marketers empowered by Jasper.

Learn

Level up your skills with guides, tools, and trainings designed to help you get more from Jasper.

Courses

Take self-paced courses that teach you how to master Jasper and elevate your marketing game.

The Jasper Community

Join a community of marketers empowering each other to create smarter and faster with Jasper.

Jasper Foundations

Learn how to get the most out of Jasper with courses that help you supercharge your marketing team.

Get Support

Everything you need to get the most out of Jasper—fast help, expert guidance, and trusted resources.

Contact & Support

We’ve got your back. Reach out anytime and our team will be happy to help.

FAQ & Help Center

Find quick answers, how-tos, and helpful tips to get the most out of Jasper.

Customer Success

Partner with our team to reach your goals and make the most of Jasper.

Company

Our Company

Get the latest about Jasper in the news, careers information, legal documents and more.

Large diverse group of people posing and smiling in front of a blue background with the red word ‘jasper’ above them.

About Jasper

Our vision, mission, and impact.

Learn More

Build a Citation-Ready Content Strategy with the Query Planner Agent

Most marketing teams optimize content they already have. The Query Planner Agent helps you build the content you should have—grounded in the questions AI search engines and generative platforms are actually answering. Instead of guessing what to write next, you'll know exactly which queries to target, which gaps to fill, and which topics carry the highest citation potential across AI-driven search results.
Built by Jasper, the Query Planner Agent maps the full landscape of AI search queries relevant to your brand, topic, or category. It structures those queries into a prioritized content roadmap—ranking each by citation potential and competitive difficulty—so your team can focus on high-impact opportunities first. The Agent aligns every output with your Jasper Knowledge Base, Brand Voice, and Style Guide, ensuring strategic consistency across all downstream content workflows.

What is the Query Planner Agent?

The Query Planner Agent is a research and strategy tool that identifies the exact questions AI engines surface in response to your brand, product, or category. It generates three core query types: category-defining queries (what is X), best-in-category queries (best X for Y), and comparison queries (X vs Y). Each query is mapped to existing content gaps, prioritized by citation potential, and structured for immediate use in Grid workflows or editorial calendars.
This Agent is designed to be the first step in any AEO (Answer Engine Optimization) or GEO (Generative Engine Optimization) content strategy. Without it, teams risk building content that doesn't align with how AI platforms index, rank, and cite sources. The Query Planner Agent ensures every piece of content you produce is grounded in real search behavior and optimized for visibility across generative AI platforms like ChatGPT, Perplexity, and Google's AI Overviews.

How the Query Planner Agent works

The Agent analyzes your brand, category, and competitive landscape to generate a structured query map—complete with priority rankings and content gap analysis. Each query is formatted for direct use in Grid workflows, enabling your team to scale production of blog posts, FAQs, pillar articles, and comparison briefs without manual research overhead.

Black background with a white grid pattern of evenly spaced horizontal and vertical lines forming small rectangular cells.

Key benefits of the Query Planner Agent

Identify high-impact content opportunities before competitors

The Agent surfaces queries with strong citation potential and low competitive saturation, allowing your team to claim authority in emerging topic areas before the market becomes crowded.

Eliminate guesswork from content planning

Instead of relying on intuition or outdated keyword tools, you'll receive a prioritized roadmap of queries AI engines are actively answering—ensuring every piece of content you produce has measurable search visibility potential.

Accelerate workflow execution across teams

Output is structured for immediate use in Grid workflows, enabling seamless handoffs between strategy, content production, and optimization teams without reformatting or manual input preparation.

Maintain brand consistency across all query-driven content

Every query and content recommendation aligns with your Jasper Knowledge Base, Brand Voice, and Style Guide, ensuring strategic coherence across blog posts, landing pages, and comparison articles.

Scale AEO and GEO strategies without additional research resources

The Agent automates the most time-intensive phase of content strategy—research and gap analysis—freeing your team to focus on production, distribution, and performance optimization.

Use cases for the Query Planner Agent

The Query Planner Agent adapts to any industry where search visibility and thought leadership drive business outcomes. Whether you're building authority in a crowded SaaS category or educating buyers on complex healthcare solutions, the Agent provides the strategic foundation for scalable, citation-ready content.

SaaS platforms establishing category authority
A project management software company uses the Agent to map queries like "what is agile project management" and "best project management tools for remote teams." The output reveals underserved comparison queries (e.g., "Asana vs Monday for enterprise teams"), enabling the team to publish targeted content that captures citations in AI-generated responses before competitors.
E-commerce brands optimizing product discovery
An outdoor gear retailer analyzes queries related to "best hiking boots for winter" and "trail running shoes vs hiking boots." The Agent identifies content gaps around seasonal buying intent and comparison-driven searches, informing product guides and category pages optimized for AI-driven shopping assistants.
B2B marketing teams building demand generation pipelines
A marketing automation platform uses the Agent to uncover queries like "what is lead scoring" and "best marketing automation software for B2B SaaS." The structured output feeds directly into Grid workflows, enabling the team to scale pillar content, FAQs, and comparison posts that drive inbound traffic from generative search engines.
Healthcare technology companies educating decision-makers
A telemedicine provider maps queries around "what is remote patient monitoring" and "telemedicine platforms vs in-person care." The Agent prioritizes queries with high citation potential in healthcare AI tools, helping the company build credibility and visibility among physicians and administrators researching digital health solutions.
Financial services firms comparing investment strategies
A wealth management firm analyzes queries like "Roth IRA vs traditional IRA" and "best retirement accounts for self-employed professionals." The Agent structures output for compliance-friendly comparison content, ensuring the firm maintains transparency and authority in AI-generated financial planning responses.
Professional services firms scaling thought leadership
A consulting firm uses the Agent to identify queries around "what is digital transformation" and "best consulting firms for enterprise change management." The output informs a content calendar of pillar articles and comparison posts designed to position the firm as a cited authority in generative AI platforms used by executives and procurement teams.

The Query Planner Agent transforms content strategy from reactive optimization into proactive opportunity capture. By mapping the queries AI engines prioritize, your team can build authority, drive citations, and scale visibility across every platform where your audience is searching.

AGENT NAME:

Query Planner

INCLUDED IN:

Pro

Business

Business Only

USED FOR:

AEO: Originate

→

Performance Marketers

→

What is the Query Planner Agent?

Key benefits of the Query Planner Agent

Use cases for the Query Planner Agent

Common questions about the Query Planner Agent

Share on:

FAQs

Common questions about the Query Planner Agent

The Agent references your Jasper Knowledge Base to ensure every query recommendation aligns with your existing content library, brand positioning, and strategic priorities. It identifies gaps between what AI engines are answering and what your brand currently addresses, ensuring your content roadmap is both opportunity-driven and brand-consistent.

Yes. Each query is ranked by citation potential and competitive saturation, allowing your team to focus on high-impact opportunities where your brand can realistically claim authority. This ensures efficient resource allocation and faster visibility gains.

Absolutely. The Agent structures output for immediate use as column inputs in Grid workflows, enabling seamless handoffs to content production teams. You can scale blog posts, FAQs, pillar articles, and comparison briefs without manual reformatting or additional research steps.

The Agent generates three core query types: category-defining queries (e.g., "what is X"), best-in-category queries (e.g., "best X for Y"), and comparison queries (e.g., "X vs Y"). Each type serves a distinct role in your AEO/GEO strategy, from building foundational authority to capturing high-intent search traffic.

Yes. The Agent generates queries and content recommendations that align with compliance requirements and industry-specific search behavior. For healthcare, it prioritizes treatment comparisons and technology evaluations; for financial services, it focuses on strategy comparisons and product transparency—ensuring accuracy and regulatory alignment.

Run the Agent quarterly or whenever you launch a new product, enter a new market, or notice shifts in competitive search behavior. Regular use ensures your content strategy evolves with AI search trends and maintains citation relevance across generative platforms.

Build a Citation-Ready Content Strategy with the Query Planner Agent

What is the Query Planner Agent?

How the Query Planner Agent works

Key benefits of the Query Planner Agent

Identify high-impact content opportunities before competitors

Eliminate guesswork from content planning

Accelerate workflow execution across teams

Maintain brand consistency across all query-driven content

Scale AEO and GEO strategies without additional research resources

Use cases for the Query Planner Agent

Query Planner

Table of contents

Common questions about the Query Planner Agent

How does the Query Planner Agent use my Jasper Knowledge Base?

Can the Agent prioritize queries based on competitive difficulty?

Does the output integrate directly with Grid workflows?

How does the Agent differentiate between query types?

Can the Agent adapt to regulated industries like healthcare or financial services?

How often should I run the Query Planner Agent?

Scale visibility, capture citations, and lead your category with the Query Planner Agent