Orbie

AI Visibility Report

Know how AI recommends you, and what to change first

Orbie maps the questions customers in your market ask AI, tracks how AI search answers them, and analyses every answer: which brands are recommended and why, which sources shaped the answer, and how you are described. You get a benchmark against your competitors and a prioritised plan to win more AI recommendations.

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app.useorbie.com · Fernhill · Overview
Last 30 daysAll enginesAll questions
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Overview · AI names you in 54% of answers. Best on Gemini (66%), lowest on ChatGPT (42%).

AI visibility 54% +12 ptsRank #1 in your categoryEngine gap 24 pts

Brands named share of answers

1Fernhill54%
2Purewell41%
3Kindred Soap Co.34%
4Milk & Honey Lab27%
5Calma Skin22%
QuestionChatGPTGeminiAI OverviewsAI ModePerplexity
Best goat milk body lotion for dry, sensitive skin?80%97%87%93%73%
Is goat milk skincare good? Which brand should I buy?63%93%77%83%57%
Best natural bar soap for sensitive skin?13%80%57%63%37%
Where can I buy good handmade natural soap online?43%67%60%40%53%

“Best natural bar soap for sensitive skin?” · share of answers

#1 Purewell63%
#2 Fernhill50%
#3 Kindred Soap Co.43%
#4 Calma Skin35%
#5 Milk & Honey Lab25%

13 pts to #1 · see the actions

Sources AI cited% of answers

allure.com46%
aad.org38%
healthline.com31%
goodhousekeeping.com24%
nationaleczema.org19%
sephora.com15%
ulta.com12%
1Get the bar soap onto the sensitive-skin lists ChatGPT readsOff-site
2Answer "is goat milk good for dry skin?" on your lotion pageContent
3Get reviewed in the body-lotion roundups AI citesOff-site
4Let ChatGPT's search crawler read your product pagesTechnical
Benchmarkagainst every competitor AI recommends in your market
5AI engines: ChatGPT, Google AI and Perplexity
Prioritisedactions, most important first

What the report covers

The questions that bring customers

We map what you sell and where you sell it, select the questions customers ask AI before buying (by need, feature, budget, alternatives) and prioritise them by real search demand.

Your markets and languages

Measured in the countries and languages your customers use, so the results match what they actually see.

Visibility, position and share of voice

Your mention rate, share of voice and position for each question and engine, with confidence ranges, so real patterns stand out from day-to-day noise.

Who is named instead

The brands AI recommends in your place, how often, and whether they win on live web search (ChatGPT) or from what the model already learned (Gemini).

The sources AI used

The pages, lists, retailers and expert sites AI cited or searched for when it answered. They show where your brand needs to appear.

What your own site says

We read your key pages against the question. Often the product is right but the words are not: you offer exactly what customers ask for, described in different terms.

How AI describes you

We also ask AI about you directly ('Is it worth it?', 'Reviews', 'Compared with…') and report the sentiment, the strengths and concerns it repeats, and any outdated or wrong facts.

Prioritised actions

Each finding comes with what to change, where, and why, in order of expected impact. We also list what is not worth chasing, so you don't spend time on questions outside your niche.

Three kinds of findings

A gap in your exact niche

You sell the product, AI doesn't name you, and we show who it names and which sources it relied on.

An engine split

Gemini recommends you from memory, ChatGPT can't find you on today's web, or the other way round. The fix is different for each.

An intent split

You win one kind of question and lose a neighbouring one. The difference usually points to a missing page or wording.

See how AI recommends your business

Book a 30-minute call. We'll show you who AI recommends in your category, and what it takes to be one of them.

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