Disclaimer
Last revised: 2026-09-11
This disclaimer applies to everything on ask10ais.com — every ranking, every analysis article, every certificate. The methodology, corrections log, and refusals log each have their own dedicated page; this disclaimer collects the boundary language shared across all of it, so it can be read in one place. None of it is rewritten by being collected here — if wording here ever disagrees with a more detailed, more recently updated page, that other page governs, and please tell us.
What this site's records are
This record measures what large language models answered to one question at one moment. It is not an assessment of product quality, market share or corporate standing. Model output may contain errors or fabrications; this record preserves the raw responses as returned and does not endorse their content. It is not investment or procurement advice.
Every measurement is published against the model panel, the exact question wording, the sampling method, and the scoring formula on the methodology page. This disclaimer only restates the boundary; the full methodology, every raw model response, and the normalization log live there and govern over anything summarized here.
A rank describes how often and prominently a brand appeared in model output during one specific measurement. We describe that as 'ranked Nth' rather than naming a single winner — the same fact stated two ways, one of which carries a value judgment we're not making.
What we don't do
We do not sell optimisation and we do not promise to raise your recommendation rate. Rankings cannot be changed for money.
We do not sell optimisation and we do not promise to raise any brand's recommendation rate. No payment changes a ranking or a rank.
Appearing in a ranking is not our verification of that brand's product quality, market share, or business standing, and it is not our endorsement of anything that brand says about itself.
A ranked brand can pay to have one specific measurement fixed into a verifiable certificate. That payment changes only the format — a numbered PDF and badge are generated — not the ranking, and not whether the brand appears in the free ranking. The free ranking and the paid certificate are scored by the same measurement; there are not two.
When we cite third-party data
When an analysis article cites market data published by a research firm or outlet (shipment volumes, market share, and similar), we state the source next to the figure and note that it is cited, not independently verified by us; accuracy is the publisher's responsibility. That kind of citation is not our own measurement and should not be read alongside AI-mention-rate figures as if it were.
Limits
Model output can contain errors or fabrications (hallucinations), and is subject to training-data lag, uneven language and regional coverage, and variation between sampling runs.
This record is not investment advice, procurement advice, or a recommendation to do business with any company.
Found an error?
If you believe a specific record on this site contains a factual error — a call attributed to the wrong brand, for instance — email hello@ask10ais.com with the specifics and your basis for the claim. We review it and record the outcome publicly in the corrections log, which is append-only; we don't edit history.
About this site
ask10ais.com is operated by DATA4U PTE. LTD., a Singapore-incorporated company.
Contact: hello@ask10ais.com.