Prompt Suggestions

The Prompt Suggestions tab gives you prompts you can add to your LLM tracking whenever you like. When you open it, you land on the Suggestions view: a table of prompts that AccuLLM has compiled based on what the LLMs and the web already know about your brand. Most of the time, it is the only view you need, so just browse the list and add the ones you want to track.

Each row shows the suggested prompt, its Search Intent badge (SI), the category it belongs to, and the time since it was generated. The intent is one of informational, commercial, transactional, or navigational, depending on what the person behind the prompt is trying to do. The suggested prompts are editable.

Above the table you can narrow the list with quick filters. On the left is a button for each category; on the right are four search-intent buttons (Informational, Transactional, Commercial, and Navigational). A filter with no matching suggestions under your current selection is greyed out. Click any combination to focus the table on the categories and intents you care about.

Tick the boxes on the prompts you want, and a float bar appears with two actions. Add opens the Add Prompts dialog; Discard permanently removes the selected suggestions. In the dialog, you can review and edit the prompts, choose which country to track them in, and apply tags before adding them. Any prompt you add is removed from the list.

When a category runs out of suggestions, AccuLLM automatically generates new ones, so the list keeps refilling as you work through it. If you want to know how AccuLLM generates them, see Automated Workflow below.

Where Suggestions Come From

Suggestions are built on two things that AccuLLM automatically prepares for you: a Description of your brand and a set of Categories. You can open both from the action bar at the top of the tab, using the Description and Categories buttons. Each one feeds the next: the categories come from the description, and the suggestions come from the description and categories.

You do not have to set these up yourself; AccuLLM has already completed them for you. Open Categories or Description to review or change what was generated, and start an update from there. Nothing regenerates on its own: editing a category or description leaves your current categories and suggestions as they are until you start generating yourself.

Categories

The Categories button opens a window that controls which topics your suggestions are based on. AccuLLM fills it in with the categories it has identified for your brand, each shown as a card with a title, a short description of the audience or use case it covers, and the number of suggestions it currently holds. The categories you keep decide which suggestions get generated, so this is where you steer them toward the topics you care about.

When AccuLLM generates suggestions for a category, it feeds in both the title and the description as context. The title is mainly for identification; the description is the important part, as it defines which kinds of suggestions are generated. The more precisely the description captures what you want, the more on-target the suggestions will be, so it is the main thing to get right when you add or edit a category.

Each card is editable in place: click into the title or description and change the text directly. While a card has unsaved changes, its Save button becomes active; saving stores the new text and regenerates that category’s suggestions to match. The footer of each card also has a Delete button to remove a category if it is irrelevant, and a Regenerate suggestions button that generates a fresh set for that category. Deleting asks you to confirm, since it removes the category’s suggestions along with it.

To add your own, use Add category. A new draft card appears, marked with a Draft badge. Type a name and description and click Save, or click Generate with AI to have AccuLLM draft one for you, drawing on your brand description and your existing categories to create a category that is distinct from the ones you already have. Discard removes the draft if you change your mind. The category isn’t created, and its suggestions aren’t generated, until you save.

Existing suggestions aren’t replaced automatically: adding or editing a category does not change the suggestions already in your list until you save the edit, which regenerates that category, or use Regenerate suggestions yourself.

Description

The Description button opens your brand description: an editable profile that is the foundation for everything generated in this tab. It usually covers things like your core business purpose, target audience, products and services, and market positioning, though the exact contents vary from brand to brand. The better the description fits your brand, the more relevant your categories and suggestions will be, so edit anything that is off and click Save. Save stays disabled until you actually change the text.

Editing the description does not rebuild your existing categories or suggestions on its own. To put an updated description to work, open Categories and add a new category with Generate with AI, which builds one from the current description. From there, you can regenerate suggestions for that category.

Automated Workflow

AccuLLM's initial automated suggestions workflow generates prompt suggestions in three stages: it first builds a description of your brand, then derives categories from it, and finally generates prompt suggestions for each category. Here is how the process works:

1. Description

AccuLLM starts by checking what the LLMs already know about your brand, to see whether the model has enough to work with or needs more context. It then scrapes Google's top organic results for your brand to fill any gaps with current, public information. Using everything it has collected, AccuLLM writes a short description of your brand. Later stages build on this description.

2. Categories

AccuLLM drafts several candidate categories for your brand. Each one represents an area of user interest or a content theme for your domain. It then scores them on how relevant they are to your brand and target region and keeps only the strongest.

3. Suggestions

For each selected category, AccuLLM generates suggestions from several templates, each aimed at one search intent. Each suggestion is then classified into a single search intent as a separate step, so the intent reflects the suggestion itself rather than whichever template produced it. You can use it to filter the list.

After these stages, your suggestions are ready to review and add. You do not walk through the stages yourself; AccuLLM has already completed them. The Description and Categories buttons in the action bar let you go back to either one, review what AccuLLM generated, and shape the output before regenerating.