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Buying question

Which customer engagement platforms are strongest for high-volume B2C lifecycle journeys across email, SMS, push, and in-app messaging?

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 25, 2026. Each category is re-run in rotation, every few weeks.

Recommendation

Kind of question

3

Model APIs

3

Brands named

10

Pages cited

Brands

Brands the answers named

Ordered by how many model APIs named the brand, then by mentions. A mention is not an endorsement or a position.
Rank#BrandModel APIsMentionsNamed by
1Brazebraze.com23OpenAI · Google
2Iterableiterable.com23OpenAI · Google
3HubSpot Marketing Hubhubspot.com11OpenAI

Model APIs

What each model API returned

One row per model API. The hash identifies the exact answer without publishing it.
Model APIModelBrands namedCitationsDomainsAnswer hash
OpenAIopenai/gpt-4o-miniHubSpot Marketing Hub · Braze · Iterable55de4ed589…e0343
Anthropicanthropic/claude-haiku-4-5None named00e885d37c…317d3
Googlegoogle/gemini-2.5-flashBraze · Iterable66afac43ce…a680b

Sources

Pages the answers cited

Hostnames come from the URLs the answers returned. Best position is the earliest place a page was cited in an answer.
DomainCited pageBest positionCited byCitations
getvero.comhttps://getvero.com/resources/6-best-customer-engagement-platforms-in-2026/1OpenAI1
maestra.iohttps://maestra.io/blog/comparisons/best-customer-engagement-platforms1Google1
chatdesk.comhttps://chatdesk.com/blog/customer-engagement-platforms2OpenAI1
trypropel.aihttps://trypropel.ai/resources/blogs/top-7-customer-engagement-platforms-compared-20262Google1
blueshift.comhttps://blueshift.com/blog/best-customer-engagement-platform-for-modern-marketers/3OpenAI · Google2
magiclogix.comhttps://magiclogix.com/theories/best-customer-engagement-platforms/3Google1
knock.apphttps://knock.app/blog/the-top-customer-engagement-platforms4Google1
moengage.comhttps://moengage.com/blog/enterprise-customer-engagement-platform-buyers-guide/4OpenAI1
stitch.cxhttps://stitch.cx/professional-services/best-customer-engagement-platforms-in-2026-a-buyers-guide-to-omnichannel-ai-powered-solutions/5OpenAI1
netcore.aihttps://netcore.ai/blog/best-customer-engagement-software/6Google1
Snapshots
78588723-8347-4570-8e50-01632f2544cb
Question set
marketing-automation-platforms-2026-07-27
Benchmark version
4-marketing-automation-platforms-2026-07-27-models-64232fd32583
What is kept
Measured in Marketing. Full answers are not stored or published, and no customer data is included.

See how often AI names you.

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

  • Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
  • Who gets namedEvery competitor in the answers, most named first.
  • The pages AI readsThe sources behind each answer.
  • Three fixesWhat to fix first, with a brief for the first article.