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
Themes cluster hundreds of queries into a dozen actionable topicsSticky dismissals — noise you clean once, gone foreverOne-link sharing sends the exact prompt set to your writer
How it works
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.
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.
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.
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
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
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! )
The Three-Layer Approach finally separates AI visibility from generic SEO advice. Sharp, somewhat brutal and opinionated, but practically and actually actionable.
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.
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
Anthropic
Gemini
Google
Perplexity
Perplexity
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
L2 data pulled straight from source.
Ahrefs
Bing Webmaster
Google Search Console
Analytics & privacy
L1 engagement + consent, done right.
GA4
Microsoft Clarity
Plausible
GetCookie
AI infrastructure
Scraping, structured registries, ML backends.
Vertex AI
SocialCrawl
Beautiful Soup
Brønnøysund Registeret
Workspace & delivery
Where the audit output actually lands.
WordPress
Google Docs
Slack
Notion
Jira
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.
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.