Request a report

When customers ask AI,
does your service
make the shortlist?

Ansight reviews ChatGPT, Gemini, and Perplexity answers to see when your service appears, what it is compared with, and which public information is missing.

Request a report View sample report

Scope: non-branded prompts / competitor comparisons Website, FAQ, landing page, and comparison page improvements

Pre-purchase question Customer prompt
Which project management tool should a small remote team consider?
ChatGPT

These three tools are likely candidates.

1Product A
Easy to start, with strong templates for small teams.
Your brand
2Target service
Good for async teams, but pricing details are hard to find.
3Product B
Well-known option with broad integrations and reviews.
AI answer audit

Compare answers
across AI tools.

We record answers from multiple AI systems and identify the prompts where your service appears or drops out.

GChatGPT
Best tools for small remote teams
Mentioned
GGemini
Affordable project management software
Missing
PPerplexity
Tools with async collaboration features
Mentioned

Use cases

More buying journeys now start with an AI question.

From B2B software comparisons to agencies, local services, and product research, customers are asking AI tools for shortlists before they visit a website.

A team comparing B2B SaaS options with AI

B2B SaaS comparison

“What project management tools are best for a small team?”

AI visibility depends on how clearly your use cases, pricing, integrations, and alternatives are described.

A company selecting a marketing or web agency with AI

Agency selection

“Which agency should we consider for a B2B website redesign?”

Specialties, proof, industries served, and comparison language can change whether your agency appears.

A buyer comparing products with AI

Product research

“What are the best quiet, low-maintenance devices?”

Features, reviews, drawbacks, and support information influence how AI describes product options.

A person asking AI to compare local service options

Local and service search

“Where should I go if I need a quiet place to work?”

Location, amenities, reviews, and structured information can decide which names AI recommends.

What the report reviews

Ansight shows where your service appears, what it is compared with, and which information shapes the answer.

Where you appear Who you are compared with Why AI recommends you

From request to report

Share the service you want reviewed. We deliver a focused report.

Send the service details

Share your website, competitors, and the AI answer scenarios you care about.

Review AI answers

We check ChatGPT, Gemini, and Perplexity answers to identify mentions, comparison context, and missing information.

Receive a report

The report summarizes what appears, what is missing, and which public pages or information should be improved.

SAMPLE REPORT

Turn AI answer visibility
into a practical report.

See where your service is mentioned, what it is compared with, and what information should be improved next.

1 — 2
Cover &
summary
p. 1 – 6
03 · Comparison context

Who appears beside you, and how your service is framed.

We review non-branded recommendation and comparison prompts to see the context AI creates.

Context
Prompt intent
Compared with
You
Ease of adoptionContext A
Prompts about simple setup, onboarding, and small teams.
Tools with templates, app marketplaces, and review-heavy pages.
Mentioned
Price-sensitiveContext B
Prompts asking for affordable options or lightweight plans.
Lower-priced tools, freemium products, and comparison pages.
Mentioned
Shortlist buildingContext C
Prompts that ask AI to compare options and recommend a shortlist.
Competitors with stronger category and alternative pages.
Missing
Support needsContext D
Prompts focused on onboarding, support, and reliability.
Information is thin, so AI has less to cite or summarize.
Gap
6
Pages &
information gaps
p. 26 – 32
Request a sample report

Pricing

AI Answer Visibility Report

A focused report on how your service appears in AI answers.

AI Answer Visibility Report
from $650

A report that shows how your service is described, compared, and missed in AI answers.

What is included

  • Where your service appears in AI answers
  • Competitors and alternatives mentioned beside you
  • Reasons and criteria AI uses to frame the recommendation
  • Information gaps that weaken your visibility
  • Public pages or content to improve next
PDF report Delivered after scope confirmation

Final pricing may vary depending on the number of brands, competitors, and answer scenarios reviewed.

Request a report

FAQ

About the AI answer audit

A quick guide to what Ansight reviews before you request a report.

What is an AI answer audit?

It checks whether your service appears when customers ask AI tools for recommendations, and how your brand is described in those answers.

What do you review if ChatGPT does not mention my service?

We look at which prompts fail to surface your service, which competitors appear instead, and whether your public information gives AI systems enough context.

What do you review when AI compares my service with competitors?

We identify the competitors or alternatives that appear beside your service and the criteria AI uses, such as price, ease of use, trust, or support.

What improvements can the report suggest?

The report summarizes information that may be worth adding to your website, such as FAQs, comparison pages, pricing pages, or case studies.

Is this related to LLMO, GEO, or AIO?

Yes. Ansight is related to those areas, but it is not a monthly monitoring tool. It starts with a focused report that shows the current state and practical improvement directions.

Request form

Request an AI answer visibility report

Share the service, website, competitors, or answer scenarios you want reviewed. We will follow up by email with the next step.