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.

How the AI Flow works - Search Intent Classifier & Landing Page Generator

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} 
            

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.

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 QueryIntentTop Ranking URLs
live chat for wordpressCommercialurl1.com, url2.com, url3.com
add chat to my wpTransactionalurl4.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

ComponentRole
User Input + Message WidgetsCollect domain URL and keyword list; guide the user
Classification Tool + LLMCategorize queries by search intent
Google Search & URL RetrieverFetch top-ranking URLs and extract their content
KW Analysis AgentCluster, analyze queries, and produce a summary table
Landing Page Generator AgentWrite high-converting, intent-matched landing page using competitive and site insights
Self-Managed CrewOrchestrate task flow, agent collaboration, and output delivery
Chat OutputsPresent 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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