AI PROMPT TRACKER

Turn search demand into better AI prompt ideas

Use your Search Console and Bing queries to generate questions worth testing in AI assistants. These are suggested prompts based on search data, not access to private ChatGPT or Claude conversations.

Only requires a CSV export from Search Console or Bing.

From search query to LLM prompt

Turn GSC and Bing queries into suggested questions for model testing. Each suggestion starts from your search data; it is not a record of an actual AI conversation.

Auto-clustered by theme

Hundreds of prompts collapse into a handful of themes so you can see the topic landscape at a glance — and pick which sub-topics to turn into cite-worthy pages first.

Sticky dismissals

Discard prompts you never want to see again and they stay gone across every future regeneration. No noise, no repeated cleanup work.

One-link sharing

Package a prompt set with a signed URL and hand it to a copywriter, an agency, or an executive. They see exactly what you see, no login required.

Screenshots

AI Prompt Tracker theme clustering view
Themes cluster hundreds of queries into a dozen actionable topics
Prompt list with sticky dismissal controls
Sticky dismissals — noise you clean once, gone forever
Shared prompt set for copywriter handoff
One-link sharing sends the exact prompt set to your writer

How it works

  1. 01

    Upload GSC or Bing query data

    A single CSV or XLSX from Search Console / Bing Webmaster Tools. No API integration required — files stay in your workspace.

  2. 02

    We rewrite queries as LLM prompts

    Each meaningful query gets an LLM-side rephrase so the wording matches how people actually talk to ChatGPT, Claude and Perplexity.

  3. 03

    Prompts cluster into themes

    The output is grouped by topic so a 400-query list becomes a 12-theme map you can act on.

  4. 04

    Export, share, or brief the writer

    Copy prompts to clipboard, share a signed link, or hand the theme map straight to Content Optimizer to generate a cite-worthy brief.

Who uses it

  • Content teams building an AI-first editorial calendar from real demand data
  • SEO agencies proving prompt-market fit to clients before a big content spend
  • Product marketers testing question variants derived from search demand
  • PR teams identifying misconceptions worth correcting on-site

Frequently asked

Do I have to connect Google Search Console via OAuth?

No. Upload a plain CSV or XLSX export. The GSC direct-connect flow is coming later; the upload path already works with every account, including ones on a locked-down data-processing setup.

Are these actual questions from AI conversations?

No. They are suggested questions generated from your Search Console and Bing queries. The tool does not access private conversations or measure AI prompt search volume.

Which LLMs cite the prompts you generate?

The prompts are model-agnostic — designed to match natural-language patterns across ChatGPT (GPT-5), Claude, Perplexity, and Gemini. The output is text, not tied to a single vendor.

Can I share prompts with a writer who does not have an account?

Yes. One-click share generates a signed URL that renders the prompt set read-only. No signup, no seat cost.

What happens to prompts I dismiss?

They stay dismissed for that domain across every future regeneration. You clean the list once, not every time.

TRUSTED BY

Built by practitioners, used in the wild.

Not just theory. 3LA was forged in the agency trenches and is now used by brands and agencies across the Nordics to track what AI says about them.

  • The Three-Layer Approach (3LA) is a groundbreaking service! In the report, you don't just learn what is wrong with your site, but also what you should do to improve it – specifically tailored to you.
    Nina Furu

    Nina Furu

    Textbook author and course instructor · Lærebokforfatter og kursleder - ninafuru.no

  • I highly recommend the 3LA platform! It only took a short time from when I joined the waiting list until I was approved and could receive three free analyses. My first impression was brilliant – I found myself saying 'Wow!' and 'You guys have to see this!' The platform provides genuinely valuable insight. A major plus is that the report is clear and accessible from anywhere, and the fact that it can be used on both Shopify and WordPress is truly seamless.
    Marianne Vikne

    Marianne Vikne

    Web Editor, former Head of SEO at Komplett Group and SEO Advisor at Try · Rolfsenshop.no

  • I was lucky enough to test 3LA in the beta version and found it to be a very useful and user-friendly tool – regardless of technical expertise. The analysis you receive provides concrete, actionable suggestions for website improvements and makes it easy to take steps that actually yield results. Additionally, the tool is cost-effective, both in terms of licensing and time spent. Highly recommended! )
    Karianne Berg

    Karianne Berg

    Senior Communications Manager · Martinsen & Duvholdt | Skanska

  • The Three-Layer Approach finally separates AI visibility from generic SEO advice. Sharp, somewhat brutal and opinionated, but practically and actually actionable.
    Jørgen Simensen

    Jørgen Simensen

    Founder · Synaro Agency

  • A critical gap has emerged between the information we publish and how modern systems actually retrieve it. Our industry colleague, Nickolass at Nettpilot, has addressed this gap by developing The Three-Layer Approach™ (3LA). This is not just another "trend," but a necessary upgrade of digital infrastructure for anyone who wishes to remain relevant in an ecosystem now governed by machine understanding.
    Andreas Hatlem

    Andreas Hatlem

    Founder, Growth manager · Admirate

BUILT WITH PARTNERS

Backed by Nordic AI-native operators.

3LA is co-developed with agencies that live and breathe AI-readiness — not detached from the market that has to sell it.

ENGINES WE TRACK

The five AI models that already answer for your brand.

Every audit runs against ChatGPT, Claude, Gemini, Perplexity and Mistral — the engines where your customers ask questions before Google.

  • ChatGPT

    OpenAI

  • Claude logo

    Claude

    Anthropic

  • Gemini logo

    Gemini

    Google

  • Perplexity logo

    Perplexity

    Perplexity

  • Mistral logo

    Mistral

    Mistral AI

ECOSYSTEM · INTEGRATIONS

One platform. The whole AI stack.

3LA plugs into the tools your team already uses – from LLM APIs and search consoles to the delivery surfaces where reports land.

Search & webmaster tools

Ahrefs

Bing Webmaster

Google Search Console logo

Google Search Console

Analytics & privacy

GA4 logo

GA4

Microsoft Clarity

Plausible logo

Plausible

GetCookie

AI infrastructure

Vertex AI logo

Vertex AI

SocialCrawl

Beautiful Soup logo

Beautiful Soup

Brønnøysund Registeret

Workspace & delivery

WordPress logo

WordPress

Google Docs logo

Google Docs

Slack

Notion logo

Notion

Jira logo

Jira

NotebookLM logo

NotebookLM

AI USAGE · NOW

How people use AI right now.

More than 2 billion people encounter AI‑generated answers every month – across chatbots, search, and agents.

1B+” (for monthly active users)

Chat LLM Users

ChatGPT alone has reached about 1 billion monthly active users in 2026, with around 900 million weekly users, while other chatbots like Gemini and Claude are growing triple‑digits year over year. (Source: https://www.omnibound.ai/blog/chatgpt-user-statistics)

Your opportunity:Structured, citable content gets reused across all major chat‑LLMs – from ChatGPT to Gemini and Claude.
2B+

AI in Search

Google’s AI Overviews already appear in roughly 15–25% of searches, depending on study and market, and now reach around 2–2.5 billion people per month across 200+ countries and 40 languages.

Key insight:AI answers in search now reach more people than all major chat apps combined – and 37% of consumers already start their search journey with an AI tool.
20-40%

Agentic AI

Analyst syntheses of 2025–26 surveys suggest that roughly 20–40% of knowledge workers now use AI assistants or task‑specific agents at least weekly in their workflows

Critical shift:If AI agents cannot understand, structure, and trust your content, they will route tasks – and value – to competitors who are agent‑ready.

The Zero‑Click AI Economy ChatGPT now has around 1 billion monthly users, Google’s Gemini app reaches hundreds of millions, and AI Overviews surface answers directly in search for billions of people every month. (https://www.cnbc.com/2026/06/12/chatgpt-a-billion-monthly-app-users-despite-souring-public-ai-sentiment.html)

If your content is not optimized for AI citations, you are invisible to the fastest‑growing discovery layer on the web.

See the full AI usage breakdown and platform scorecard →

Data last updated: October 2026

Stop guessing what to write about.

Turn search queries into a themed list of questions to test, share and answer with evidence.

Try AI Prompt Tracker free

Start with the right export

Upload a performance report containing search queries. An indexing coverage export lists indexing states, not the phrases people searched for. Query-level data gives the prompt suggestions a traceable starting point; it still does not reveal actual conversations in AI products.

Build a brief around a useful question

Group related suggestions, remove irrelevant topics and choose questions your organisation can answer with evidence. Share the selected set with a writer or turn it into a Content Optimizer brief. Test promising prompts in Brand Analyzer before claiming that they represent an observed AI audience.

Frequently Asked Questions

Do I need to connect GSC via OAuth?

No. Upload a plain CSV/XLSX export. No API integration needed.

Are these actual AI conversation questions?

No. They are suggestions generated from your search queries using language models.

Which LLMs can these prompts be used with?

Model-agnostic: ChatGPT, Claude, Perplexity and Gemini. Text output, not vendor-locked.

Can I share with someone without an account?

Yes. One-click signed URL — read-only, no signup.

What happens to dismissed prompts?

Sticky per domain. Dismissed items stay hidden across future regenerations.

How do themes work?

Hundreds of queries cluster into a dozen actionable themes. Export, share or brief the writer directly.