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Prompt Intelligence

See the real prompts your audience asks AI

Keyword research rebuilt for answer engines. Discover the exact prompts people ask in your category, check whether your brand shows up, and create content that closes the gap.

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Auto
Prompt discovery
4 LLMs
Live checked
Scored
By opportunity
1-Click
Content brief
Why this matters for you

Stop optimizing for rankings alone. Start optimizing for being the cited answer.

  • ✓ See the exact prompts people ask about your category
  • ✓ Check whether your brand appears in AI-generated answers
  • ✓ Know which competitors are being cited instead of you
  • ✓ Create content pre-briefed with the gap it should close
See AI Visibility tracking
Capabilities

Keyword research, rebuilt for the AI era

Prompts, not keywords. Citations, not rankings. Gaps, not guesses.

Auto-Discovered Prompts

Prompts grounded in your brand and vertical, using your site's saved topic profile. No blank-slate keyword brainstorming.

Real AI Demand Data

Keyword suggestions and LLM mention volume via DataForSEO AI Optimization, so prompts are prioritized by actual usage, not guesswork.

Multi-LLM Live Check

Run a prompt against Google AI Overviews, ChatGPT, Perplexity, and Gemini side by side. See each answer, each set of cited sources, and whether you are mentioned.

Fan-Out Query Analysis

The follow-up and expanded queries an AI engine generates behind a single prompt, revealing sub-topics you are missing.

Opportunity Scoring

Every prompt gets a score combining demand, competition, and your current visibility gap. Focus on the prompts where you can win.

Competitor Visibility

See who is being cited instead of you, per prompt. Know exactly which competitors own the answers you should.

How it works

From prompt to published content

Discover what people ask, check where you stand, create content that fills the gap.

01

Discover prompts

LinkLoom auto-generates prompts based on your site's topic profile. No manual research - prompts are grounded in your actual category and brand.

02

Run live checks

Check any prompt against Google AI Overviews, ChatGPT, Perplexity, and Gemini. See the full answer, cited sources, and whether your brand appears.

03

Create content that closes the gap

One click turns a prompt into a pre-briefed article in the editor, carrying the intent and the specific gap it should close.

Prompt dashboard preview

This is what Prompt Intelligence looks like

Every prompt scored, checked, and ready to act on.

LinkLoom / Prompt Intelligence
Sample data
You appear High demand

"What are the best content platforms for SEO in 2026?"

92
Score
Competitors cited: Jasper, Surfer SEO Missing pricing comparison section
You appear High demand

"How to optimize content for AI search engines"

78
Score
Competitors cited: Clearscope No structured FAQ format
Not found Medium demand

"Best AI writing tools for marketing teams"

95
Score
Competitors cited: Jasper, Copy.ai, Writesonic No content exists for this prompt
Not found Medium demand

"Content platform with built-in fact checking"

88
Score
Low competition - high opportunity
You appear Low demand

"How to track AI citations for your brand"

64
Score
Content exists but needs AEO formatting

Illustrative data. Your prompts are generated from your site's topic profile.

Fan-out analysis

One prompt hides five more

AI engines expand a single question into follow-up queries. Fan-out analysis shows you the sub-topics you are missing.

Original prompt

"What are the best content platforms for bloggers?"

Expanded queries AI engines also consider
1

What features should a content platform have for professional bloggers?

2

How do content platforms compare for SEO optimization?

3

Which content platforms support multi-channel publishing?

4

What is the best free content platform for beginners?

5

How do bloggers track whether AI engines cite their content?

Data sources

Real demand data, not guesswork

Prompt Intelligence combines three data layers so every recommendation is grounded in reality.

Your topic profile

Prompts are generated from your brand, vertical, products, and key themes. No generic lists.

AI demand data

DataForSEO AI Optimization provides keyword suggestions and LLM mention volume for real usage signals.

Live LLM responses

Actual answers from ChatGPT, Perplexity, Gemini, and Google AI Overviews. Not simulated - real-time queries.

Frequently asked questions

How does prompt discovery work?
LinkLoom uses your site's saved topic profile - your brand, vertical, products, and key themes - to generate category-relevant prompts that real users are asking AI assistants. This is combined with DataForSEO AI Optimization data for actual search and LLM mention volume, so prompts are ranked by real demand rather than hypothetical relevance.
Which AI engines does the live check query?
The multi-LLM live check runs prompts against Google AI Overviews, ChatGPT (OpenAI), Perplexity, and Gemini (Google). Each response is parsed for cited sources, brand mentions, and answer structure.
What is fan-out query analysis?
When you run a prompt, AI engines often generate follow-up or expanded queries internally. Fan-out analysis shows you these sub-queries - the related questions an AI engine considers when answering the original prompt. These reveal sub-topics and angles your content may be missing.
How is opportunity scoring calculated?
Each prompt receives a composite score based on three factors: demand (how often the prompt or similar queries are used), competition (how many competitors are already cited in the answer), and your current visibility gap (whether you are mentioned, cited, or absent). Higher scores indicate prompts where creating or improving content has the highest potential impact.
Are live check results cached?
Yes. Results are persisted so teams can review shared results without re-running checks. Cached results include a timestamp so you know when they were last refreshed. You can re-run any check to get current answers.
How does "Create content" work?
When you click "Create content" on a prompt, LinkLoom generates a pre-briefed article in the editor. The brief carries the original prompt, the intent behind it, the specific gap identified (missing section, no structured data, competitor advantage), and suggested structure. You start writing with the context already loaded.
How is this different from traditional keyword research?
Traditional keyword research optimizes for search rankings - position on a results page. Prompt Intelligence optimizes for being the cited answer in AI-generated responses. The inputs are different (prompts vs. keywords), the ranking signals are different (citation vs. position), and the output is different (being quoted vs. being listed).
Which plans include Prompt Intelligence?
Prompt Intelligence is available on Growth plans and above. The number of monthly live checks and auto-discovered prompts scales with your plan tier.

Stop optimizing for rankings alone

See the prompts your audience asks AI, check whether you show up, and create content that closes the gap.

Start free View pricing