Measured · Runs in this report: 108 · Repeats per question in each channel: 3.
An assistant doesn't answer from memory: it assembles the answer from sources. Below are the sources it actually used in your niche for specific buyer questions. Check whether your company is described on these sites.
Source domains: scamadviser.com, reviewservice.org, electronics.alibaba.com, which.co.uk, choice.com.au, glamourdusk.com, reddit.com, bestbuy.com and 7 more.
Collected from successful answers to this question. Runs with sources: 3.
Source domains: veranda.com, architecturaldigest.com, elledecor.com, us.koala.com, consumerreports.org, time.com, decai.ai, usatoday.com and 12 more.
Collected from successful answers to this question. Runs with sources: 3.
Source domains: mcafee.com, atoplegal.com, hastrust.com, clario.co, scamwise.com, f-secure.com, fenige.com, incremys.com and 14 more.
Collected from successful answers to this question. Runs with sources: 3.
If your company isn't described on any of these domains, an assistant building its answer from them has nothing to name you from. That makes the task concrete: review these sites and get accurate information about your company published there.
Marketplaces carry a lot of structured product data and reviews, which makes them easy sources for "where to buy" questions. Your store needs the same in text: clear specifications, prices, delivery and return terms. An assistant cannot cite what exists only in images.
They help most when they describe how the product is used and how it holds up. Independent review platforms and comparison articles are read more often than on-site reviews. The source map shows which ones matter in your niche.
State the terms plainly on a crawlable page: delivery times, costs, the return window and who pays for return shipping. Assistants answering "is this store reliable" questions look for exactly these facts.
Find the source it relied on: often a price comparison site, an old review or a stale listing. Update or correct that source, and keep your product pages consistent with your feeds.
Use buying questions: which store to choose for a category, where to buy a type of product, how to compare total cost. Run them several times and record which stores and sources appear. Questions that already name your store are tracked separately.
Yes. For category questions, assistants often cite roundups and comparisons. Being described accurately in the articles they cite matters as much as your own pages.
Guides that answer real buyer questions directly — how to choose, what to compare, which specifications matter — give assistants something to cite. Keyword text without answers does not. Base the topics on the questions from your measurement.
It helps machines read prices and availability, but only when it matches the visible text. Markup that contradicts the page makes it a less trustworthy source. The visible content comes first.
The information is missing or unclear somewhere it reads. List served regions explicitly in text, and check marketplace and directory profiles for outdated delivery areas.
On broad category questions, rarely. On specific ones — a niche product type, a use case, a particular requirement — a well-described specialist store often has the clearest answer. Focus on the questions where you are the most specific source.
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