LLM Query Builder By Wellows
Wellows · Coding · Marketing
LLM Query Builder by Wellows is a free AI query generator that helps you figure out which search queries your brand should track in AI search engines. You enter a domain, and the tool builds a knowledge graph of your entities, pain points, goals, and personas before generating 40 or more queries sorted by intent. Think of it as a free AI search visibility tool that hands you the questions first, so you can build AEO queries before you build anything else. It's made for marketers and SEO teams working on answer engine optimization (AEO) and generative engine optimization (GEO), and it runs in the browser with no install.
About LLM Query Builder By Wellows
What Is LLM Query Builder By Wellows
LLM Query Builder by Wellows is a free browser-based tool that solves a narrow but stubborn problem: knowing which queries to track when you want your brand to show up in ChatGPT, Gemini, Perplexity, and AI Overviews. Most people trying to improve AI search visibility already know citations matter. Picking the queries is the hard part. That's what this tool automates.
The tool walks through nine steps. It starts by reading your domain, then extracts entities like brands, services, audiences, and problems. From there it expands those entities, visualizes them as a knowledge graph, pulls out customer pain points and jobs-to-be-done, sets up goals and buyer personas, and finally generates the query set you export. Every step is editable, so you can correct the AI when it reads your business wrong.
The main catch is scope. This is a query-planning tool, not a tracking dashboard. It generates the questions; measuring whether you actually get cited happens in the paid Wellows platform. The free builder doesn't check AI answers for you, and the quality of its output depends on how much public information exists about your domain. Thin sites get weak results.
Getting Started
- Go to the LLM Query Builder page and enter your domain to kick off the knowledge graph extraction.
- Review the extracted entities (brands, services, audiences, problems, tools) and edit, add, or delete anything the AI got wrong.
- Expand entities with industry concepts and semantic variants, then explore the knowledge graph as an interactive mind map.
- Refine the generated pain points, customer needs, goals, and personas to match your actual business.
- Generate the 40+ queries, then copy them to your clipboard or download them as a CSV.
Product Information
A quick look at LLM Query Builder By Wellows's pricing, supported platforms, and performance.
Best for
The users, tasks, and scenarios where this tool fits best.
Users
- SEO and content marketers
- Agency strategists
- Founders doing their own marketing
Tasks
- Building a query list for AEO/GEO tracking
- Learning how AI models read your brand
- Preparing persona-driven content plans
Scenarios
- Starting an AI visibility program from scratch
- Auditing an existing keyword strategy
- Onboarding a new client
Key features
Nine-Step Query Building Pipeline
The tool breaks query generation into distinct stages: domain analysis, entity extraction, entity expansion, knowledge graph, pain points, jobs-to-be-done, goals, personas, and query generation. You can stop and edit at any point instead of accepting a single black-box output. That structure matters. A bad persona usually means bad queries later, and the step layout makes those upstream errors visible.
Semantic Knowledge Graph
Wellows extracts entities like brands, services, audiences, and problems, then maps the relationships between them as an interactive mind map. You can filter by entity type and explore how things connect. For anyone who's ever stared at a spreadsheet of keywords with no sense of structure, seeing your brand's semantic neighborhood laid out is a genuine help. It's hard to unsee.
AI-Powered Buyer Personas
The builder generates detailed personas with demographics, pain points, goals, and jobs-to-be-done. You can edit, add, or remove them as you go. Personas here aren't decoration. They're the input that determines whether the generated queries sound like real things your customers would type.
Intent Classification
Generated queries come tagged by intent: informational, navigational, commercial, and transactional. This maps your query set to the buyer stages, so you can see if you're heavy on top-of-funnel questions or missing the commercial ones that convert. It's the same intent framing SEO teams already use, applied to AI search. Same idea, new channel.
Full Editability at Every Step
Nothing in the process is locked. You can edit, add, or delete entities, pain points, goals, personas, and queries at any stage. If the AI misreads your niche, you fix it rather than starting over. That control is what makes the output usable for niche or B2B businesses that generic tools tend to flatten. No restart needed.
Quick Export
Once queries are generated, you can copy them to your clipboard or download them as a CSV. The CSV path matters if you plan to import the list into a spreadsheet or another tracking tool. The export step also asks for an email if you want updates on the tool.
Pros and cons
Pros
- Completely free to use, with no credit card needed to run a domain through the builder
- Every step is editable, so niche or B2B businesses can correct the AI's assumptions
- Intent classification maps queries to buyer stages instead of dumping a flat list
- CSV export makes the query set easy to move into spreadsheets or other tools
- Persona and pain point steps give the queries context, not just a keyword string
Cons
- It generates queries but doesn't track your AI visibility, so you still need a separate tool to see if you get cited
- Output quality depends on how much public information exists about your domain, and thin or new sites get weaker results
- No API is documented, which limits automated or high-volume workflows
- The paid Wellows platform starts at $29/mo, so verification and ongoing tracking aren't free
Frequently asked questions
It turns your domain into a set of 40 or more search queries, mapped to intent types, that you can use to track your brand's visibility in AI search engines. It builds a knowledge graph, personas, and pain points along the way to generate those queries.
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