Sample report for a fictional online homeware store

See exactly what the specialists hand you.

Linden & Loft is a made-up online homeware store in Tampines, Singapore, selling linen bedding, stoneware and candles online through Shopify. We ran all six specialists on it. The reports and prescriptions below are the same ones you get in your account; the business, the AI answers and the ad numbers are invented.

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℞ AI VisibilitySample report, fictional online homeware store

AI visibility: Linden & Loft (6 questions)

Asks an AI assistant with web search the questions your customers ask, like 'best lash extension salon in [your area]'. Checks whether your business is named, where it ranks, whether your website is a source, and which competitors show up. Then shows which sites the AI is reading so you know where to get listed.

23
Score
Diagnosis

We asked 6 questions a shopper might type into ChatGPT or Perplexity. Linden & Loft is named in 2 of 6 answers and its website is never used as a source, while Hearth & Loom shows up most. The answers below are made up for this sample; the detection and scoring are the real code.

The prescriptions

In your account these land on your prescription board, ranked, with a re-check date. Open one to see the steps.

High priorityAI Visibility

Get listed on the guides and directories AI assistants are reading

The answers drew on third-party sites such as google.com, honeycombers.com, reddit.com, thesmartlocal.com. AI assistants recommend businesses those sites already mention.

1+ days Big impact Re-check in 45 days

Email and each site's 'add a business' or contact page

  1. 1Open each site in the 'most cited domains' list and find the article or category page for your service.
  2. 2For listicles: email the writer or editor with a short pitch (what you do, what makes you different, your address, photos, price range).
  3. 3For directories and booking platforms: create or claim your free listing and fill in every field, including services and prices.
  4. 4Keep a simple list of where you pitched and follow up after two weeks.
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High priorityAI VisibilityLocal SEO

Ask every happy customer for a Google review that names the service

AI answers lean on Google Maps reviews. Reviews that mention the service and area help assistants match you to questions like these.

Under 30 min Big impact Re-check in 30 days
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High priorityAI Visibility

Add an FAQ to each collection page that answers these exact questions

lindenandloft.example was not used as a source. Assistants quote pages that answer the question directly in a few sentences.

A few hours Some impact Re-check in 30 days
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MediumAI Visibility

Add OnlineStore schema with your brand name and product ranges

Structured data helps assistants connect your brand name to your services and location.

Under 30 min Some impact Re-check in 30 days
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LowAI Visibility

Re-run this check every month with the same questions

AI answers change over time and between assistants. Tracking the same questions shows whether your fixes are working.

Under 30 min Some impact Re-check in 30 days
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The full report

How to read this

The answers below come from Claude with web search, used as a stand-in for AI assistants like ChatGPT, Perplexity and Google AI Mode. Each assistant uses different sources, and answers change over time, so treat this as a snapshot and re-run it monthly.

Score: each question scores 100 if Linden & Loft is named and your website is one of the sources, 70 if you are named but your site is not a source, and 0 if you are not named. The score is the average across 6 questions. Here you were named in 2 and cited in 0.

Question by question

Whether each answer named you, where you came in the list, and whether your website was one of the sources.

QuestionNamedPositionSite cited
01where to buy linen bedding online in Singapore
Competitors named: Hearth & Loom, Stillwater Home, Marlow Linen Co.
 No-- No
02best online homeware store in Singapore
Competitors named: Hearth & Loom, Stillwater Home, Marlow Linen Co.
 Yes#3 of 4 No
03stoneware dinner set gift ideas
Competitors named: Hearth & Loom, Stillwater Home, Marlow Linen Co.
 No-- No
04linen sheets that deliver to Tampines
Competitors named: Hearth & Loom, Stillwater Home, Marlow Linen Co.
 No-- No
05housewarming gift ideas in Singapore
Competitors named: Hearth & Loom, Stillwater Home, Marlow Linen Co.
 Yes#3 of 4 No
06good quality ceramic plates that are dishwasher safe
Competitors named: Hearth & Loom, Stillwater Home, Marlow Linen Co.
 No-- No

Share of voice

How many answers name each business.

Hearth & Loom6 / 6
Marlow Linen Co.6 / 6
Stillwater Home6 / 6
Linden & LoftYou2 / 6

Get listed on these sites

These sites came up as sources. Being listed, reviewed or mentioned on them is how businesses end up in AI answers.

google.com Google Maps / Business Profile6 questions
honeycombers.com Listicle / media3 questions
reddit.com Reddit / forum3 questions
thesmartlocal.com Listicle / media3 questions
tripadvisor.com.sg Review site3 questions

Why others get named

  • 01the businesses that get named appear in local 'best of' listicles and lifestyle guides, which AI assistants read and quote.
  • 02answers lean on Google Maps reviews. Businesses with many recent reviews that mention the service by name get recommended more.
  • 03Reddit threads are a common source. A business that real customers mention there gets picked up.
  • 04lindenandloft.example was never used as a source, which usually means collection pages do not answer the question directly (no FAQ, no prices, no location details).

Full AI answers

Open a question to read what the AI said, with your name highlighted.

01where to buy linen bedding online in SingaporeNot named
Here are some places people in Tampines, Singapore often recommend for "where to buy linen bedding online in Singapore": 1. Hearth & Loom: appears in several 'best of' roundups and has many recent Google reviews. 2. Stillwater Home: often recommended in Reddit threads for being consistent and transparent on pricing. 3. Marlow Linen Co.: has a detailed services page with an FAQ, so it is easy to tell what to expect. Tips: compare recent Google reviews, check that prices are listed up front, and check delivery times and the returns policy before you order.
Named
Hearth & LoomStillwater HomeMarlow Linen Co.
02best online homeware store in SingaporeNamed

How you were describedneutrallisted briefly with a one-line description, below better-reviewed competitors.

Here are some places people in Tampines, Singapore often recommend for "best online homeware store in Singapore": 1. Stillwater Home: appears in several 'best of' roundups and has many recent Google reviews. 2. Marlow Linen Co.: often recommended in Reddit threads for being consistent and transparent on pricing. 3. Linden & Loft: has a detailed services page with an FAQ, so it is easy to tell what to expect. 4. Hearth & Loom: well rated on Google Maps, with reviewers mentioning friendly staff. Tips: compare recent Google reviews, check that prices are listed up front, and check delivery times and the returns policy before you order.
Named
Stillwater HomeMarlow Linen Co.Linden & LoftHearth & Loom
03stoneware dinner set gift ideasNot named
Here are some places people in Tampines, Singapore often recommend for "stoneware dinner set gift ideas": 1. Marlow Linen Co.: appears in several 'best of' roundups and has many recent Google reviews. 2. Hearth & Loom: often recommended in Reddit threads for being consistent and transparent on pricing. 3. Stillwater Home: has a detailed services page with an FAQ, so it is easy to tell what to expect. Tips: compare recent Google reviews, check that prices are listed up front, and check delivery times and the returns policy before you order.
Named
Marlow Linen Co.Hearth & LoomStillwater Home
04linen sheets that deliver to TampinesNot named
Here are some places people in Tampines, Singapore often recommend for "linen sheets that deliver to Tampines": 1. Hearth & Loom: appears in several 'best of' roundups and has many recent Google reviews. 2. Stillwater Home: often recommended in Reddit threads for being consistent and transparent on pricing. 3. Marlow Linen Co.: has a detailed services page with an FAQ, so it is easy to tell what to expect. Tips: compare recent Google reviews, check that prices are listed up front, and check delivery times and the returns policy before you order.
Named
Hearth & LoomStillwater HomeMarlow Linen Co.
05housewarming gift ideas in SingaporeNamed

How you were describedneutrallisted briefly with a one-line description, below better-reviewed competitors.

Here are some places people in Tampines, Singapore often recommend for "housewarming gift ideas in Singapore": 1. Stillwater Home: appears in several 'best of' roundups and has many recent Google reviews. 2. Marlow Linen Co.: often recommended in Reddit threads for being consistent and transparent on pricing. 3. Linden & Loft: has a detailed services page with an FAQ, so it is easy to tell what to expect. 4. Hearth & Loom: well rated on Google Maps, with reviewers mentioning friendly staff. Tips: compare recent Google reviews, check that prices are listed up front, and check delivery times and the returns policy before you order.
Named
Stillwater HomeMarlow Linen Co.Linden & LoftHearth & Loom
06good quality ceramic plates that are dishwasher safeNot named
Here are some places people in Tampines, Singapore often recommend for "good quality ceramic plates that are dishwasher safe": 1. Marlow Linen Co.: appears in several 'best of' roundups and has many recent Google reviews. 2. Hearth & Loom: often recommended in Reddit threads for being consistent and transparent on pricing. 3. Stillwater Home: has a detailed services page with an FAQ, so it is easy to tell what to expect. Tips: compare recent Google reviews, check that prices are listed up front, and check delivery times and the returns policy before you order.
Named
Marlow Linen Co.Hearth & LoomStillwater Home

These are sample answers made up to show the report, not real AI answers.

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Sample report: AI Visibility | ImpulseAI