aisnoopy 26 brands · 36 answers

Markets ›prepaid phone plans 26 brands

Best prepaid phone plansaccording to AI assistants

Mint Mobile is named most often — in 36 of 36 answers. 6 questions a buyer would type, asked of 2 assistants 3 times each.

+10 more brands named at least once ranked below the top 12
17= H2O Wirelessh2owireless.com 26%
17= Republic Wirelessrepublicwireless.com 26%
19= Page Pluspageplus.com 13%
19= Red Pocketredpocket.com 13%
19= Total by Verizontotalbyverizon.com 13%
19= Walmart Family Mobilewalmartfamilymobile.com 13%

4 brands in this market were named in none of the 36 answers: Helium Mobile, Reddit, Ting, Trustpilot.

Bigger sites do tend to get named more here, but the relationship is loose enough that size is far from the whole story.

↑how often assistants name it →how much traffic its website gets

Mint Mobile Visible Cricket Wireless Verizon AT&T T-Mobile Metro by T-Mobile US Mobile Boost Mobile Tracfone Tello Straight Talk Consumer Cellular Ultra Mobile US Cellular 36/36 18/36 0/36 smaller sites bigger sites
Top left — punching above their sizea small site, named often
Bottom right — overlooked despite their sizea big site, named rarely
How to read this chart

Across is web prominence — the brand's domain in the Tranco ranking of the world's most-visited sites, on a logarithmic scale, so each step is roughly ten times more prominent. Up is how many of the 36 answers named it.

Every brand with a ranked domain is plotted, including a domain carrying a whole company still plausibly helps that company's products get named. Not plotted, having no ranked domain: Google Fi, Page Plus, Total by Verizon, Walmart Family Mobile.

Rank correlation +0.37 across 15 brands — a description of this picture, not a claim about the market as a whole.

The questions

These belong to the market, not to any brand in it. Each was asked 6 times across two assistants. Questions naming a brand are excluded, since they hand that brand a free mention.

Questions last updated

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Method

market prepaid phone plans
brands measured 26
run as subjects 1
questions 6
answers per brand 36
brand list version 7d4a7e88b771

Questions went to the OpenAI and Anthropic APIs with web search off, each in a fresh context with no history. That measures what the models already know about these brands rather than what they would find on the web today, so it is a floor on visibility rather than a replica of any one person's chat.

Repeated measurements of the same brand move within about 12 points, so a difference smaller than that is not meaningful. Brands closer together than that are shown tied rather than ordered.

Sub-brands are counted with their parent: AT&T (AT&T Prepaid); Verizon (Verizon Prepaid); Visible (Visible+); T-Mobile (T-Mobile Prepaid).

How the table is ordered. By how many of the 36 answers named each brand. Brands on the same count share a rank and are shown in the order the assistants tended to list them. A brand counts once per answer, however many times it is named in it.

How close is close. Two brands share a rank only when their counts are identical. Beyond that, a gap smaller than about four answers is inside what this measurement moves between runs — so read near-neighbours as close rather than settled, which is why every row keeps its interval.

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