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

PHRASE

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The Question

← all rankings / dataset COBALT

Best email marketing software for large business

Braze takes the top spot in 100.0% of resamples. Of 12 ranked brands, only 3 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

Enterprise Marketing Software | Powerful Features That Scalewww.hubspot.comhubspot.com/products/marketing/ent…se?utm=airanks.net220
Email Marketing Platform to Engage Customers | Brazewww.braze.combraze.com/product/email?utm=airanks.net171
What is Adobe Marketo Engage? | Adobe Marketo Engageexperienceleague.adobe.comexperienceleague.adobe.com/en/docs…ge?utm=airanks.net142
Email Marketing Software | Salesforcewww.salesforce.comsalesforce.com/marketing/email/?utm=airanks.net135
Oracle Marketing - Oracle Responsys Campaign Managementdocs.oracle.comdocs.oracle.com/en/cloud/saas/mark…ml?utm=airanks.net127
Adobe Marketo Engage | Marketing Automation Platformbusiness.adobe.combusiness.adobe.com/products/market…ml?utm=airanks.net120
What features or functionality are available with Marketing Cloud Engagement? | Salesforce Helphelp.salesforce.comhelp.salesforce.com/s/articleView?utm=airanks.net115
Marketing Software Pricing | HubSpotwww.hubspot.comhubspot.com/pricing/marketing?utm=airanks.net106
Marketing Cloud Engagement Pricing | Salesforcewww.salesforce.comsalesforce.com/marketing/engagemen…g/?utm=airanks.net87
Product Overview – Iterable Support Centersupport.iterable.comsupport.iterable.com/hc/en-us/arti…ew?utm=airanks.net78

The Ranking, With Its Uncertainty

Braze locked Braze — ci 1.00–1.00 · n=365 · 100.0% of resamples held this rank · named in 94% of answers
HubSpot locked HubSpot — ci 0.91–0.91 · n=365 · 100.0% of resamples held this rank · named in 98% of answers
Klaviyo locked Klaviyo — ci 0.82–0.82 · n=365 · 100.0% of resamples held this rank · named in 54% of answers
Outlook contested Outlook — ci 0.55–0.73 · n=365 · 64.4% of resamples held this rank · named in 7% of answers
Sender contested Sender — ci 0.55–0.73 · n=365 · 47.3% of resamples held this rank · named in 8% of answers
Salesforce contested Salesforce — ci 0.55–0.73 · n=365 · 54.5% of resamples held this rank · named in 2% of answers
Microsoft Dynamics gathering Microsoft Dynamics — gathering data, n=365. No bootstrap interval yet.
Mailchimp gathering Mailchimp — gathering data, n=365. No bootstrap interval yet.
Gmail gathering Gmail — gathering data, n=365. No bootstrap interval yet.
Yahoo Mail gathering Yahoo Mail — gathering data, n=365. No bootstrap interval yet.
Constant Contact gathering Constant Contact — gathering data, n=365. No bootstrap interval yet.
Campaign Monitor gathering Campaign Monitor — gathering data, n=365. 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.

Braze

1.00–1.00

HubSpot

0.91–0.91

Klaviyo

0.82–0.82

Outlook

0.55–0.73

Sender

0.55–0.73

Salesforce

0.55–0.73

6 of 12 brands measured · 5 dominance edges · 4 rungs · 3 pairs the data does not separate