Shoppers find stores through search and, more and more, by asking an AI assistant. Signal & Science shows which stores get named in your category, recommends the next move for yours, and keeps watch so your next decision builds on the last.
About five minutes. No account. Public evidence only.
Prefer a guided look? Book a 30-minute walkthroughThe diagnosis reads your store and three competing ones, measures the same things for each, and ends in one move with its reasoning, not another dashboard.
We ask ChatGPT and Gemini the questions a shopper asks in your category and record which stores they name, and whether yours is one of them.
Each task records how it will be judged and what happened, so the next plan starts from what changed the numbers.
Inside the workspace · Hyperlific
Five parts, in the order the report shows them. All of it from public evidence, about you against three competing stores. About five minutes. No account.
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Your organic reach against three competing stores: how many searches each company ranks for and the visits that brings, from the same public data.
We ask ChatGPT and Gemini the questions a buyer asks in your category and record which companies they name, and whether yours is one of them.
What each company changed recently, read from its own pages and checked against the source before it is reported.
Not a list. One decision, written out: why, the steps, who should own it, and how to tell whether it worked.
Each claim carries a link to where it came from. A claim that cannot be checked is removed before the report is written.
From a diagnosis written on September 28, 2026, Klaviyo against Mailchimp and Attentive, on public evidence only. The companies illustrate the report; they are not customers.
The verdict
Your market position is split: Klaviyo dominates the measured AI answer sample, appearing in 14 of 16 answers and first among the named companies in 14, but Mailchimp owns much broader organic discovery with 107,032 ranked searches and 1,931,402 estimated monthly visits versus Klaviyo's 11,117 and 200,057.
A finding
Mailchimp ranks for 107,032 searches and draws an estimated 1,931,402 monthly search visits, compared with Klaviyo's 11,117 and 200,057. It also ranks at 4 for "emailing services" and 5 for "e-newsletter," searches where Klaviyo is outside Google's leading results in this dataset.
The move
Codify a differentiated narrative around Klaviyo as the open, AI-native B2C CRM that turns unified customer data into coordinated action across owned channels.
One store, a small team, more competitors tracked. Growth starts at $349 per month, billed monthly.
Compare plans →Begin with the free diagnosis. The plan picks up from what it found.
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