AI Visibility Prompt Generator

Generate highly relevant prompts that reflect how users would ask AI tools about your specific blog content, so you can track performance of those blogs in AI search (AEO/GEO/LLM results).

This is not a tracking platform. Generate the right prompts for your content, then import them into AI visibility tools like Profound, Botify, Ahrefs, Semrush, Pi Datametrics and more.
🔒 Processed in your browser
📁 Nothing stored on our servers
💾 Sessions saved locally in your browser
🆓 Free to use
Step 1 📁 Upload Screaming Frog Files Required
Why: The full page text is the foundation of prompt generation. The tool extracts headings, entities, FAQ structures, and body content to understand what each page is about — then generates prompts that test whether AI search engines would cite this content.
Screaming Frog: Bulk Export → Web → All Page Text
In Screaming Frog, go to Bulk Export → Web → All Page Text to export .txt files for each crawled URL. Upload the entire folder below.
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Drop your exported folder here
Screaming Frog → Bulk Export → Content → All Page Text
Accepts .txt files (Bulk Export → Content → All Page Text)
Step 2 🤖 LLM Configuration Required
Why: The LLM reads your page content, search data, and AI context, then generates natural prompts a real human would type into AI search engines. GPT-4o is recommended for quality; GPT-4o Mini is faster and cheaper for large crawls.
Uses GPT-4o by default. Key is sent directly to OpenAI from your browser — never via our server.
Uses Claude Sonnet. Key is sent directly to Anthropic from your browser — never via our server.
Step 3 🔗 Enrichment Sources Optional
Why: Real search data dramatically improves prompt quality. GSC provides the actual queries your pages rank for. DataForSEO shows what Google's AI currently says about your topics. Seed keywords let you target specific terms. Without enrichment, prompts are based on page content alone — still useful, but less targeted.
Screaming Frog → Internal → Export. Auto-detects columns: Address, Title 1, H1-1, Meta Description 1. The H1 is used as a keyword for DataForSEO AI Overview, AI Mode, and PAA queries.
We only request read-only access. GSC data is fetched directly from Google to your browser.
Each keyword is matched to pages whose topics contain overlapping words. Matched keywords are passed to the LLM as seed queries, so it generates prompts that explore those specific angles. Works independently — no other connection required.
Questions are matched to pages whose topics contain overlapping words. The LLM uses them as inspiration to generate prompts that explore those question areas. Works independently — no other connection required. Export from SEMRush, Ahrefs Questions, or Google PAA.
Pulls Google AI Overview and AI Mode text for your top 3 GSC keywords per URL. This AI-generated text is fed to the LLM as context for better prompt generation. Requires GSC connection + DataForSEO credentials. Your credentials are sent via a secure server-side proxy (not stored or logged).
Step 4 ⚙️ Generation Settings
Why: The max prompts slider sets an upper limit per page. The tool auto-scales — FAQ pages with many questions get more prompts, thin pages get fewer. The type mix is auto-adjusted by page classification, but you can exclude specific types below if needed.
10
The tool auto-adjusts the mix based on page classification (FAQ → more questions, buying guide → more comparisons). Uncheck any type to exclude it entirely.
Step 5
⏳ Processing
Preparing...
📋 Generated Prompts
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Ready to generate prompts

Upload your Screaming Frog text export, enter an LLM API key, then hit Generate Prompts. Your prompts will appear here.

✨ Key Features

Key Features

This tool generates prompts for AI visibility monitoring platforms like Waikay, PEEC AI, Profound, Otterly.AI, Botify AI Visibility, Knowatoa, Rankscale AI, AthenaHQ, Scrunch AI, BrightEdge, Conductor, SISTRIX, Ahrefs, Semrush, and Pi Datametrics. It does not track visibility itself — it creates the right inputs so your tracking tool has something meaningful to work with.

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Screaming Frog Integration

Upload .txt files from Bulk Export → All Page Text. The tool reconstructs URLs from filenames, strips boilerplate, and extracts clean content. Optionally upload the standard SF export for structured Page Title, H1, and Meta Description data.

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Automatic Page Classification

Each page is classified as FAQ/glossary, beginner guide, comparison/buying advice, commercial category, or product editorial. The prompt type mix is automatically adjusted — FAQ pages get more informational prompts, buying guides get more comparisons.

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Multi-Source Enrichment

Connect Google Search Console for real ranking queries. Add DataForSEO to pull live AI Overview, AI Mode, and People Also Ask data from Google. Paste seed keywords or questions manually. Each source is tagged in the output so you know what informed each prompt.

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AI-Powered Prompt Generation

Uses GPT-4o or Claude as an AI search behaviour analyst — generating natural, conversational prompts that reflect how real users ask AI tools about your content. Six prompt types: question, comparison, recommendation, use-case, problem/solution, and audience.

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Three-Pass Deduplication

Removes exact duplicates, fuzzy near-matches (>80% token overlap), and prompts too similar to the page title (>85% similarity). Every exported prompt is meaningfully distinct.

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Tagged Export with Source Tracking

Export CSV/XLSX with columns: Generated Prompt, Source URL, Prompt Type, Prompt Source (Content, GSC, DataForSEO AI Overview, DataForSEO AI Mode, DataForSEO PAA, or Keyword), and the specific Keyword/Search Query that inspired it.

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GSC Ranking Keywords View

After generation, view all ranking keywords from Google Search Console for your uploaded URLs. Filter by page, search queries, and adjust timeframes from 7 days to 16 months. Export as CSV.

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Job Queue & Session Resume

Large crawls run with parallel processing (concurrency-controlled job queue with exponential backoff). If your tab closes, resume from where you left off — pages, prompts, and settings are saved locally in IndexedDB.

📖 How To

How To Use This Tool

Go from a Screaming Frog crawl to hundreds of tracking-ready AI prompts in minutes. The prompts you generate here are designed to be imported into AI visibility monitoring tools.

Step 1: Export page text from Screaming Frog

Run a crawl of your site. Go to Bulk Export → Web → All Page Text to export .txt files for each URL. This gives the tool the full content of every page.

Step 2: Upload your files

Drag and drop the entire folder into the upload zone, or use Select Folder / Select Files. The tool reconstructs URLs from Screaming Frog filenames automatically.

Step 3: Enter your LLM API key

Paste an OpenAI or Anthropic API key. Keys are sent directly from your browser to the provider — never via our server. GPT-4o is recommended for quality; GPT-4o Mini for speed on large crawls.

Step 4: Add enrichment sources (optional but recommended)

Upload your Screaming Frog standard export (for structured H1/Title data). Connect Google Search Console for real ranking queries. Add DataForSEO credentials to pull live AI Overview, AI Mode, and PAA data. Paste seed keywords or questions manually. Each enrichment source is tagged in the output.

Step 5: Generate

Click Generate Prompts. The tool classifies each page by type (FAQ, guide, comparison, etc.), adjusts the prompt mix accordingly, runs parallel API calls with backoff, and deduplicates the output automatically.

Step 6: Export and import into your tracking tool

Filter by URL, prompt type, or source. Export as CSV or XLSX. Import into Waikay, PEEC AI, Profound, Otterly.AI, Botify AI Visibility, Knowatoa, Rankscale AI, AthenaHQ, Scrunch AI, BrightEdge, Conductor, SISTRIX, Ahrefs, Semrush, Pi Datametrics, or any other AI visibility platform. Each prompt includes its source (Content, GSC, DataForSEO AI Overview/Mode/PAA, Keyword) and the specific query that inspired it.

🎯 Benefits

Why Use This Tool?

AI visibility tracking tools need prompts — but most people either write them manually, use generic keyword variations, or rely on auto-suggestions that don't reflect how real users talk to AI. This tool solves the input problem.

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Scale Prompt Creation

Manually writing tracking prompts for hundreds of pages is impractical. Generate diverse, naturally-phrased prompts from existing content in minutes.

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Cover the Full Intent Surface

Don't just track one keyword per page. Generate questions, comparisons, recommendations, and problem/solution prompts to capture how users query AI assistants.

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Enrich with Real Search Data

Connect GSC for real ranking queries, DataForSEO for live AI Overview/AI Mode/PAA data, or paste seed keywords manually. Every source is tagged in the output so you know what informed each prompt.

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Monitor AI Competitors

Track whether AI tools cite your content, a competitor's, or generate their own answer. Understanding this landscape is the first step to optimising for AI visibility.

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Feed Any Tracking Tool

Export CSV/XLSX ready to import into Waikay, PEEC AI, Profound, Otterly.AI, Botify AI Visibility, Knowatoa, Rankscale AI, AthenaHQ, Scrunch AI, BrightEdge, Conductor, SISTRIX, Ahrefs, Semrush, Pi Datametrics, or any other AI visibility platform.

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Privacy-Conscious Architecture

Processing happens primarily in your browser. HTML files are parsed locally. LLM and GSC calls go directly to their APIs. Optional DataForSEO enrichment is proxied through our server for CORS reasons but no data is logged or stored. Sessions are saved locally in your browser via IndexedDB for resume functionality.

Top Use Cases

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Enterprise SEO Teams

Generate thousands of tracking prompts across large content libraries. Identify which pages are being cited or missed by AI tools.

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Content Strategists

Discover prompt gaps in your content coverage. Find topics where AI tools aren't citing your content — then create content to fill those gaps.

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Agency Reporting

Add AI visibility tracking to client reports. Generate prompts per client site, track citation rates, and show the impact of AI search optimisation.

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E-commerce & Product SEO

Track how AI assistants recommend products in your category. Monitor whether your brand appears in AI-powered shopping suggestions.

💡 Tips

Tips for Getting the Best AI Visibility Prompts

The quality of your generated prompts depends on the quality of your input. Here are practical tips to maximise value.

1.

Use Bulk Export → Web → All Page Text. This produces one .txt file per URL with the filename encoding the full URL. The tool parses these natively. For richer metadata, also upload the standard Screaming Frog export (Internal → Export) which provides structured H1, Title, and Meta Description fields.

2.

URL reconstruction works automatically. Screaming Frog .txt filenames encode the full URL. The tool reconstructs these into proper URLs. For edge cases, upload the standard SF export alongside — this also provides H1 data used for DataForSEO enrichment.

3.

Connect enrichment sources for better prompts. GSC provides real ranking queries. DataForSEO shows what Google's AI currently says about your topics. The SF standard export provides H1s used as DataForSEO query keywords. Each layer improves prompt relevance.

4.

Use higher prompt limits for cornerstone content. For pillar content and high-traffic posts, set 15–25 max prompts. For thinner category or tag pages, 5–8 is usually sufficient.

5.

Let the page classification work. The tool auto-classifies each page (FAQ, guide, comparison, etc.) and adjusts the prompt type mix. You can uncheck types to exclude them, but the default auto-distribution usually produces the best results.

6.

Review and curate the output. AI-generated prompts are a starting point. Spend 10–15 minutes reviewing the export, removing off-topic prompts, and adjusting phrasing to match your audience's language.

7.

Re-run periodically. As you publish new content and GSC data evolves, re-run quarterly to generate fresh prompts. AI search landscapes change quickly — your tracking prompts should evolve too.

❓ FAQ

Frequently Asked Questions

Common questions about the AI Visibility Prompt Generator and how to get the most out of it.

An AI visibility tracking prompt is a question or query you feed into AI tools like ChatGPT, Perplexity, or Google AI Overviews to check whether your content is cited, referenced, or visible in the AI-generated answer. By tracking a diverse set of prompts related to your content, you can measure your "AI visibility" — the equivalent of tracking keyword rankings in traditional SEO, but for AI-powered search.
Keyword research tools find terms people search on Google. This tool generates prompts — natural-language questions and requests — reflecting how people interact with AI assistants. The phrasing is conversational, multi-faceted (comparisons, recommendations, problem-solving), and designed to test AI citation behaviour, not traditional SERP rankings.
Processing happens primarily in your browser. HTML files are parsed locally and never uploaded. LLM calls (OpenAI/Anthropic) and GSC calls go directly from your browser to their APIs. If you use DataForSEO enrichment, those requests are proxied through our server for technical (CORS) reasons — the data passes through but is not logged or stored. Your session (parsed pages, prompts, settings) is saved locally in your browser's IndexedDB so you can resume if the tab closes. You can discard this at any time.
No — all enrichment sources are optional. The tool works with just .txt files and an LLM API key. However, connecting GSC and DataForSEO significantly improves prompt quality. GSC provides real ranking queries. DataForSEO shows what Google's AI currently says. The standard SF export provides H1s for DataForSEO keyword queries.
The tool auto-scales based on page classification and content richness. FAQ pages with many questions get more prompts. Thin pages get fewer. Buying guides get a higher share of comparison prompts. The "Max Prompts per URL" slider (3–30) sets your upper limit, but the tool adjusts within that range.
OpenAI (GPT-4o, GPT-4o Mini, GPT-4.1 Mini) and Anthropic Claude Sonnet. You can enter API keys for either or both providers and switch between them using the tabs. OpenAI is selected by default.
The tool itself is free. You only pay for LLM API usage at standard rates. Processing 100 pages with GPT-4o Mini costs under $1. GPT-4o is more expensive but produces higher-quality prompts. Check OpenAI or Anthropic pricing pages for current rates.
Yes. The output is a CSV or XLSX with columns: Generated Prompt, Source URL, Prompt Type, Prompt Source, and Keyword/Search Query. Import into Waikay, PEEC AI, Profound, Otterly.AI, Botify AI Visibility, Knowatoa, Rankscale AI, AthenaHQ, Scrunch AI, BrightEdge, Conductor, SISTRIX, Ahrefs, Semrush, Pi Datametrics, or any other AI visibility platform.
Three passes run automatically. First: exact-match removal. Second: fuzzy matching removes prompts with >80% token overlap. Third: title-similarity filtering removes prompts too similar to the page title (>85% similarity). Every exported prompt is meaningfully distinct.
Re-run quarterly, or whenever you publish a significant batch of new content. AI search behaviour evolves quickly as models update and your GSC data shifts — fresh prompts keep your tracking current and comprehensive.

Start Generating AI Visibility Prompts

Generate realistic AI search prompts based on your website content to measure how well your content performs in AI tools like ChatGPT, Gemini, and Perplexity. Upload Screaming Frog exports, enrich with real search data, and export tracking-ready prompts aligned to each page.

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