Prompt Analysis

Find where AI answers leave out your brand.

Review recommendations, brand comparisons, and use-case questions. See whether AI mentions your brand, which competitors it recommends, and what it cites to identify content priorities.

See a complete analysis ↓

Accounts opening soon · No credit card required for the trial

Northstar · Prompt analysis Sample data
All topicsRecommendationsComparisonsUse cases
Which running shoes suit a first marathon? Category recommendations
Competitor present
Which running shoes work for wide feet? Use cases
Brand present
Northstar vs. StrideLab: which should I choose? Product comparisons
Platform difference
Open any question to inspect the answerChatGPT · Gemini · Claude
Prompt analysis to guide content planning and improvementsReview prompts → Compare answers → Plan content → Create tasks
An analysis example

Compare your brand, competitors, and sources in one answer.

For a first-marathon shoe recommendation, inspect the brands and buying guides in the answer. Then check your own content for missing product information.

Illustrative analysis · Fictional brands & content

Which running shoes suit a first marathon?

ChatGPT · Category recommendations · 2026-10-29 · Single answer sample

AI answer excerpt · Illustrative content

For a first marathon, consider cushioning, stability, and comfort over longer runs. These brands could be starting points for comparison:

  1. StrideLab — A cushioning range for everyday training.
  2. PaceWorks — Options for runners considering stability and comfort.
Example source: A first-marathon shoe guide running-guide.example / first-marathon-shoes
Example source: Comparing distance-training gear training-review.example / distance-shoes
Generate monitoring prompts

Enter your brand details. Get a starting prompt set.

Provide your brand, website, and industry. AskScope generates 60 prompts and runs one ChatGPT scan. The report includes every prompt and original answer, without requiring a manually prepared list.

Prompts are generated from business information to test AI answers. They are not real user conversation logs or actual prompt volumes.

Northstar · northstar.example
Running shoes & sportswear
Example prompts

How should I choose shoes for my first marathon?

Which cushioned shoes suit long-distance training?

Prompt coverage

Cover how buyers discover, compare, and choose products.

Buyers ask different questions when exploring products, comparing brands, and checking product fit. Review prompts by product and use case to check coverage of your core business.

Discover

Discover products

Which brands does AI recommend before a buyer has chosen one?

“Which running shoes suit a first marathon?”
Compare

Compare brands

How does AI describe each brand when comparing alternatives?

“Northstar vs. StrideLab: which should I choose?”
Find a fit

Check product fit

Does AI mention your product when buyers specify their needs?

“Which distance running shoes work for wide feet?”
Analyze brand mentions

Use answer results to decide what to review.

Brand mentioned

Check product descriptions

Review how AI describes product uses, intended buyers, and conditions to spot inaccurate or incomplete information.

Review the original answer
Competitor mentioned, your brand absent

Compare content coverage

Inspect competitors and cited pages. Check whether your content lacks relevant product details or buying guidance.

Review competitors and cited pages
Answers differ by platform

Compare platform answers

Compare brand mentions and sources for the same question across platforms, rather than judging overall performance from one answer.

Review platform results
Optimization priorities

Prioritize content tied to your core business.

Not every missing mention deserves the same attention. Check relevance to your products, target buyers, and purchase decisions, then use the answers and sources to prioritize content work.

Business relevance

Does the question match your core products, services, and target buyers?

Buying stage

Is the buyer exploring products, comparing options, or asking for a recommendation?

Available evidence

Do the original answer, competitors, and cited pages help identify content worth adding?

These criteria guide analysis and optimization priorities; they do not measure prompt volume, predict revenue, or guarantee results.

Content optimization tasks

Turn prompt findings into content tasks.

Link relevant prompts, original answers, and cited pages to the task. Specify the question to answer and product information to include, keeping the evidence available for writing.

Tasks and content execution are included in Growth / Pro. The trial shows the first three tasks, without article generation, distribution, or retesting.

Example task · To do

Create a first-marathon shoe buying guide

Related prompt
Which running shoes suit a first marathon?
Supporting evidence
The sample answer mentions competitors and cites buying guides.
Writing brief
Explain cushioning, stability, and long-distance comfort criteria. Describe suitable products and verify supporting product facts.
Original prompt and evidence retainedSee trial scope →
Manage monitoring prompts

Update your prompts as products and markets change.

Review products and use cases

Check that core products and typical uses have relevant prompts, and identify gaps in your monitoring scope.

Add your own questions

Manage your prompt set on a paid plan and add questions for new products or business priorities.

Check the scope before comparing

Adding or removing prompts changes the sample. Check the prompt set and platforms before comparing periods.

Questions, answered

About prompt analysis

How does this differ from visibility monitoring?

Visibility monitoring follows overall performance and changes over time. Prompt analysis examines individual questions, answers, brand mentions, competitors, and citations.

Do I need to prepare prompts for the trial?

No. Provide your brand, website, and industry. AskScope generates 60 prompts and runs one ChatGPT scan, without requiring prompt selection before the first run.

Are these real user conversations?

No. Initial prompts are generated from business information to monitor defined scenarios. They are not conversation logs or measurements of actual prompt volume.

Does a missing mention mean there is no acquisition opportunity?

No. It means the brand was absent from that monitored answer. It does not directly measure real user exposure, clicks, or revenue.

Your first visibility check

Review 60 AI answers and your brand mentions.

Accounts are opening soon. Website and account details are not collected yet.

  • 1 website
  • 60 generated prompts
  • One ChatGPT scan
  • 7 days to review the full diagnosis
  • Prompts and original answers
  • Competitor and citation-gap analysis
  • First three optimization tasks
  • No credit card required

The trial excludes scheduled monitoring, article generation, distribution, and retesting. Ongoing monitoring and analysis start with Starter; tasks and content execution start with Growth.

Accounts coming soon

AskScope accounts will open soon. Registration isn’t available yet, and this page won’t collect your website or account details.

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