Buyer prompt · published evidence

Which marketing automation platforms are best for orchestrating email, messaging, journeys, lead management, and campaign measurement?

An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.

Intent
recommendation
Model providers
3
Categories
1
Last observed
Aug 17, 2026, 12:00 AM UTC
Competitive outcome

Brands surfaced

Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.

Model comparison

Answer matrix

One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.

ProviderModel versionCategoryBrands surfacedCitationsUnique domainsAnswer hash
Openaiopenai/gpt-4o-miniMarketingAdobe Marketo Engage · Klaviyo · Mailchimp · ActiveCampaign7782dc5254…09e59
Anthropicanthropic/claude-haiku-4-5MarketingNone observed001650b4e2…9c054
Geminigoogle/gemini-2.5-flashMarketingMailchimp · ActiveCampaign · Brevo · Constant Contact88bd971bdb…e4789
URL-derived citations

Sources cited

Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.

Snapshot IDsf46bb8e6-e3db-4b7b-beaa-efb5e848f7d6
Corpus versionsmarketing-automation-platforms-2026-07-27
Benchmark versions4-marketing-automation-platforms-2026-07-27-models-64232fd32583

Coverage: Marketing. Full answers stored: no · Full answers published: no · Tenant data included: no.