What is a good named rate?

There is no universal benchmark, because named rate depends on how competitive your category is and how many brands an engine names per answer. The first fair comparator is your own first month. Searchd does not publish a target trajectory: we launched in 2026 and have not yet run a client panel for six months, so any month-three or month-six figure we printed would be a target dressed as evidence.

One answer · 15 credible competitorsillustrative

named in this answercredible, and not mentioned

Three-in-fifteen is the width of a shortlist, not a rate anyone measured. The same named rate is a harder result in a crowded category than in one with four players — which is why the number only means something against your own baseline.

Why an absolute benchmark is misleading

A recommendation answer is a shortlist, not a directory. Where a category has fifteen credible competitors and an answer has room for three, the average named rate across the category is about 20 percent — a shortlist rewards a few and excludes the rest, and most of the fifteen are excluded from most answers. A 40 percent named rate in sunscreen is a much harder result than 40 percent in a category with four players.

Comparing your number to another brand’s is therefore close to meaningless unless you are in the same category, in the same market, measured on the same panel.

What to compare against instead

Your own baseline. The first month’s number is the comparator that always applies. Movement against it is the result.

The competitor set on your own panel. Because the panel records which brands were named instead of you, you get a same-instrument comparison for free. If your named rate is 20 percent and the category leader’s is 65 percent on the same forty questions, that gap is real.

By question type. Rising on brand questions while flat on category questions means you are only being found by people who already know you — the least commercially interesting kind of visibility.

What we scope a baseline against

For a consumer brand entering an export market with no prior English-language corpus, we scope against a baseline in the low single digits, and zero would not surprise us. Searchd has run no client panels, so there is no distribution to publish — that is an expectation, not an observation.

Beyond the baseline, we are not going to publish a trajectory. Searchd launched in 2026 and has not yet run a client panel for six months, so any month-3 and month-6 numbers we printed would be targets dressed as evidence — the exact move this site exists to argue against.

What we will commit to is the shape of the curve, and why. On-site and entity work lands first because it depends on nobody else and needs no time to age. Off-site corroboration lands second and slower, because it requires other people to publish or correct something. When we have real distributions across enough engagements, this page will carry them with the sample size attached.

Related: named rate, prompt panel.

Find out what AI says about your brand.

Send us your brand and category. We run 20 buyer questions across five engines by hand and send you the transcript within 48 hours.

What arrives
20 questions, 5 engines, every answer quoted in full
Who sends it
Snow Lee, by hand, from Seoul
Your email
Used to send the report and reply about it. Privacy.
Free report · your named rateillustrative
Buyer questionEngineNamed
best Korean sunscreen for oily skinChatGPTnot named
K-beauty sunscreen that does not pillClaudenamed
Korean skincare brands sold at UltaAI Overviewsnot named
…17 more questions, with the verbatim answer and every source cited
Three rows from what the free report looks like. Yours is built from your own category and market.