AIRANKS — The Authoritative Rankings for AI Web Content

AIRANKS measures AI visibility: we ask AI models real product and service questions, capture the complete answers as immutable observations, and publish what they contain — which brands were mentioned, which domains were cited, and which exact pages were linked. Every domain gets an AIR score from 1–10 (a decile of visibility in the active dataset; 0 means insufficient data), with the methodology in the open.

AIR

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The Question

← all rankings / dataset COBALT

Best email marketing software for research

Brevo takes the top spot in 100.0% of resamples. Of 13 ranked brands, only 7 hold a position we'd call firm.

0
answers sampled
0
brands named
1,000
bootstrap resamples

Who AI Cites For This Question

25 cited pages · bars vs the leader

Simple, Transparent Pricing - MailerLitewww.mailerlite.commailerlite.com/pricing?utm=airanks.net112
Mailchimp Pricing Plans | Get Started Today | Mailchimpmailchimp.commailchimp.com/pricing/marketing/?utm=airanks.net87
Email Marketing Software & Free Campaign Tools | HubSpotwww.hubspot.comhubspot.com/products/marketing/email?utm=airanks.net63
Email Marketing Features – Design, Send & Analyze | Brevowww.brevo.combrevo.com/features/email-marketing-/?utm=airanks.net51
Marketing Pricing Plans | Constant Contactwww.constantcontact.comconstantcontact.com/pricing?utm=airanks.net46

The Ranking, With Its Uncertainty

Brevo locked Brevo — ci 1.00–1.00 · n=367 · 100.0% of resamples held this rank · named in 96% of answers
MailerLite locked MailerLite — ci 0.92–0.92 · n=367 · 100.0% of resamples held this rank · named in 67% of answers
Mailchimp locked Mailchimp — ci 0.83–0.83 · n=367 · 100.0% of resamples held this rank · named in 46% of answers
HubSpot locked HubSpot — ci 0.75–0.75 · n=367 · 100.0% of resamples held this rank · named in 47% of answers
Constant Contact firm Constant Contact — ci 0.58–0.67 · n=367 · 92.4% of resamples held this rank · named in 14% of answers
ConvertKit firm ConvertKit — ci 0.58–0.67 · n=367 · 91.7% of resamples held this rank · named in 11% of answers
Active Campaign firm Active Campaign — ci 0.42–0.50 · n=367 · 84.6% of resamples held this rank · named in 6% of answers
Sender unsettled Sender — ci 0.25–0.50 · n=367 · 42.8% of resamples held this rank · named in 2% of answers
Gmail unsettled Gmail — ci 0.25–0.50 · n=367 · 44.2% of resamples held this rank · named in 3% of answers
beehiiv soft beehiiv — ci 0.08–0.42 · n=367 · 74.1% of resamples held this rank · named in 2% of answers
Campaign Monitor gathering Campaign Monitor — gathering data, n=367. No bootstrap interval yet.
Klaviyo gathering Klaviyo — gathering data, n=367. No bootstrap interval yet.
Outlook gathering Outlook — gathering data, n=367. No bootstrap interval yet.

The Incomparability Lattice

what the intervals separate, not what the list claims

An edge means one brand's interval sits strictly above another's — zero overlap. No edge between two brands is not a gap in the drawing, it is the finding: their intervals overlap, and the bootstrap cannot tell them apart. Brands on the same rung are incomparable, not tied — the ranking above orders them anyway because a list has to print a total order; this diagram is the honest version.

Brevo

1.00–1.00

MailerLite

0.92–0.92

Mailchimp

0.83–0.83

HubSpot

0.75–0.75

Constant Contact

0.58–0.67

ConvertKit

0.58–0.67

Active Campaign

0.42–0.50

Sender

0.25–0.50

Gmail

0.25–0.50

beehiiv

0.08–0.42