Search Intent Classifier & Landing Page Generator

This AI-powered workflow classifies search queries by intent, researches top-ranking URLs, and generates a highly optimized landing page for PPC and SEO campaigns. Ideal for marketers aiming to maximize conversions from Google Ads by matching landing content to real search intent.

Flows

How the AI Flow works

Collect User Input.: User provides their website URL and a list of target search queries.
Classify Search Intent.: Queries are automatically classified into informational, navigational, commercial, and transactional categories using AI.
Research Top URLs.: The workflow uses Google Search to find and analyze the top-ranking URLs for each query.
Generate Optimized Landing Page.: AI analyzes both top-ranking competitors and the user's website to generate high-converting landing page content tailored to the query intent.
Output Results.: Presents a ready-to-use landing page and a detailed table of keyword analysis for PPC or SEO campaigns.

Prompts used in this flow

Below is a complete list of all prompts used in this flow to achieve its functionality. Prompts are the instructions given to the AI model to generate responses or perform actions. They guide the AI in understanding user intent and generating relevant outputs.

Prompt

Prompt instructing the AI to analyze search queries, analyze a domain, and generate a landing page, including printing a table with search query analysis.

                Analyze search queries, analyze my domain and than generate for my website a landing page where I can send visitors searching for give search queries in google ads ppc campaign.
---
print out table with analyses of the search queries in exactly same form as was given by agent analyzing the queries after the generated landing page content
---
User input:
 {context}

AI Agent KW analyze

AI Agent that classifies search queries, finds top ranking URLs, and outputs a table with query, intent, and best ranking URLs.

                Input is my website url and list of new line separated search queries

Classify all input search queries with classification tool

---

For each search query identify top 3 urls ranking for this query

---

output as table with columns
search query, intent of query, best ranking urls separated by comma

Agent LP generator

Agent acting as a landing page copywriter, PPC and SEO specialist, generating a high-converting landing page based on competitive analysis and input queries.

                your input is 
my domain url,
table with list of search queries I want to pay for PPC campaign and top ranking urls on those queries on google

Extract list of unique urls ranked for input search queries from input

--- 
retrieve each url and analyze what is significant information in all urls in the list, which makes it ranking high on google
---
Analyse my own domain, analyze what my product does and use this information to generate perfect landing page for my website matching intent of the visitor using search queries for my input.
---
Generate landing page text for my website, which wants to rank on these search queries. If search queries are targeting my competitors, landing page should include also information what is unique in my products comparing to competitor.
---
Landing page will be used as destination url for Google Ads campaigns matching input queries.
Make sure landing page is highly converting visitor to become our customer (match intent of user, use information from top ranking pages)

Landing page should have good title, claim, CTAs, opinion of users about products or services, what are the main features and benefits or my product, how it works, and everything what good landing page should have.

Components used in this flow

Below is a complete list of all components used in this flow to achieve its functionality. Components are the building blocks of every AI Flow. They allow you to create complex interactions and automate tasks by connecting various functionalities. Each component serves a specific purpose, such as handling user input, processing data, or integrating with external services.

ChatInput

The Chat Input component in FlowHunt initiates user interactions by capturing messages from the Playground. It serves as the starting point for flows, enabling the workflow to process both text and file-based inputs.

See ChatInput

Prompt Component in FlowHunt

Learn how FlowHunt's Prompt component lets you define your AI bot’s role and behavior, ensuring relevant, personalized responses. Customize prompts and templates for effective, context-aware chatbot flows.

See Prompt Component in FlowHunt

SelfManaged Task

The SelfManaged Task component enables users to define and execute autonomous tasks within a workflow. Specify a clear task description, expected outcome, and assign an agent to manage execution—ideal for building structured, hierarchical automation in your flows.

See SelfManaged Task

Self-Managed Crew

Unlock advanced collaboration in FlowHunt with the Self-Managed Crew component. Coordinate multiple AI agents under a manager agent to autonomously handle complex workflows and hierarchical tasks, maximizing efficiency and scalability.

See Self-Managed Crew

AI Agent

The AI Agent component in FlowHunt empowers your workflows with autonomous decision-making and tool-using capabilities. It leverages large language models and connects to various tools to solve tasks, follow goals, and provide intelligent responses. Ideal for building advanced automations and interactive AI solutions.

See AI Agent

Text Classification

Unlock automated text categorization in your workflows with the Text Classification component for FlowHunt. Effortlessly classify input text into user-defined categories using AI models. Support for chat history and custom settings allows for contextual and precise classification, making it ideal for routing, tagging, or content moderation tasks.

See Text Classification

LLM Anthropic AI

FlowHunt supports dozens of AI models, including Claude models by Anthropic. Learn how to use Claude in your AI tools and chatbots with customizable settings for tailored responses.

See LLM Anthropic AI

GoogleSearch Component

FlowHunt's GoogleSearch component enhances chatbot accuracy using Retrieval-Augmented Generation (RAG) to access up-to-date knowledge from Google. Control results with options like language, country, and query prefixes for precise and relevant outputs.

See GoogleSearch Component

URL Retriever

Unlock web content in your workflows with the URL Retriever component. Effortlessly extract and process the text and metadata from any list of URLs—including web articles, documents, and more. Supports advanced options like OCR for images, selective metadata extraction, and customizable caching, making it ideal for building knowledge-rich AI flows and automations.

See URL Retriever

Chat Opened Trigger

The Chat Opened Trigger component detects when a chat session starts, enabling workflows to respond instantly as soon as a user opens the chat. It initiates flows with the initial chat message, making it essential for building responsive, interactive chatbots.

See Chat Opened Trigger

Message Widget

The Message Widget component displays custom messages within your workflow. Ideal for welcoming users, providing instructions, or showing any important information, it supports Markdown formatting and can be set to appear only once per session.

See Message Widget

Chat Output

Discover the Chat Output component in FlowHunt—finalize chatbot responses with flexible, multi-part outputs. Essential for seamless flow completion and creating advanced, interactive AI chatbots.

See Chat Output

Flow description

Purpose and benefits

Workflow Overview

This workflow, titled “Search Query Intent Classification + Landing Page Generator”, is designed to automate the analysis and clustering of search queries by user intent, and then generate an ideal, conversion-optimized landing page for a group of these keywords. It streamlines the process of preparing high-performance destination pages for Google Ads or PPC campaigns by leveraging AI agents, classification tools, and live search data.

Main Purposes and Benefits

Automated Keyword Intent Analysis: The workflow classifies each input query into one of four search intents: Informational, Navigational, Transactional, or Commercial.
Competitor SERP Analysis: For every keyword, it gathers the top-ranking URLs directly from Google, offering a real-time view of the competitive landscape.
Landing Page Generation: Using the insights from search intent and competitor analyses, the workflow generates a ready-to-use landing page for your website, tailored to convert visitors and match their intent.
Scalability & Efficiency: By automating repetitive and research-heavy SEO/PPC tasks, this workflow enables you to quickly generate high-impact landing pages for potentially hundreds of keyword groups, saving many hours of manual work.

Step-by-Step Description

1. User Input and Guidance

The process begins with a user prompt requesting the domain URL and a list of search queries (one per line).

An example is shown for clarity:

My URL: www.liveagent.com
live chat for wordpress
add chat to my wp

2. Task Definition

The system sets clear expectations:
- Deliver landing page content ready for copy-paste.
- Provide a table with search queries, their intent, and top-ranking URLs (mirroring what a KW analysis agent would produce).

3. Search Query Analysis

Classification: Each search query is classified into one of the four intent categories using a state-of-the-art language model (Claude 3.5 Sonnet V2 from Anthropic AI).
Google SERP Retrieval: For each query, the workflow fetches the top-ranking URLs from Google, ensuring that the analysis reflects the current search landscape.
Output Table: The results are organized into a table with columns:
- Search Query
- Intent of Query
- Best Ranking URLs (comma-separated)

Search Query	Intent	Top Ranking URLs
live chat for wordpress	Commercial	url1.com, url2.com, url3.com
add chat to my wp	Transactional	url4.com, url5.com, url6.com
…	…	…

4. Content Extraction and Analysis

The workflow retrieves and analyzes the content of the top-ranking URLs to identify what makes them successful.
It also reviews your own website to extract relevant product/service information.

5. Landing Page Generation

An AI agent (acting as a professional copywriter and PPC/SEO specialist) uses all gathered data to:
- Craft a conversion-focused landing page.
- Ensure the page matches the identified user intent and incorporates competitive insights.
- Highlight your product’s unique features, benefits, testimonials, CTAs, and differentiators (especially if queries target competitor terms).
The landing page is structured with best practices:
- Compelling title and claim
- Clear calls-to-action
- User opinions/testimonials
- Feature and benefit breakdown
- Comparison to competitors (if relevant)

6. Output Delivery

The workflow returns:
- The generated landing page content, ready for use.
- The detailed keyword analysis table.
All outputs are presented in a chat-friendly format for easy review and copy-paste.

Why This Workflow is Useful for Scaling and Automation

Eliminates Manual Research: Automates the tedious task of intent classification, SERP analysis, and competitive content review.
Consistency at Scale: Ensures that every landing page follows proven, data-driven structures, and is tailored to the specific keyword group and user intent.
Saves Time and Resources: Frees marketers, copywriters, and PPC specialists from repetitive tasks, allowing them to focus on strategy and optimization.
Up-to-Date with Search Trends: By pulling live SERP data, the workflow ensures landing pages are aligned with the latest search trends and competitor strategies.
Ideal for Agencies and In-House Teams: Perfect for organizations managing large keyword portfolios or launching multiple campaigns, enabling rapid iteration and testing.

Summary Table of Main Components

Component	Role
User Input + Message Widgets	Collect domain URL and keyword list; guide the user
Classification Tool + LLM	Categorize queries by search intent
Google Search & URL Retriever	Fetch top-ranking URLs and extract their content
KW Analysis Agent	Cluster, analyze queries, and produce a summary table
Landing Page Generator Agent	Write high-converting, intent-matched landing page using competitive and site insights
Self-Managed Crew	Orchestrate task flow, agent collaboration, and output delivery
Chat Outputs	Present results in an accessible, user-friendly format

By automating the entire path from keyword research to landing page creation, this workflow greatly accelerates campaign setup, improves quality and intent match, and enables digital marketers to scale their efforts with confidence and minimal manual effort.

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