Public Marketing Automation brand benchmark

• Slug

  best-marketing-automation-platform

  Text

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

  Intent

  recommendation

• Slug

  b2b-marketing-automation

  Text

  Recommend a B2B marketing automation platform for account-based programs, lead scoring, nurture, CRM handoff, and pipeline attribution.

  Intent

  recommendation

• Slug

  b2c-lifecycle-marketing

  Text

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

  Intent

  recommendation

• Slug

  ecommerce-marketing-automation

  Text

  Recommend a marketing platform for an ecommerce brand that needs customer profiles, segmentation, product events, email, SMS, and revenue attribution.

  Intent

  recommendation

• Slug

  enterprise-marketing-automation

  Text

  Which marketing automation platforms best support a global enterprise with multiple brands, regions, business units, and governance requirements?

  Intent

  recommendation

• Slug

  marketing-automation-smb

  Text

  Recommend a marketing automation tool for a small business that needs simple campaigns, CRM context, forms, segmentation, and transparent pricing.

  Intent

  recommendation

• Slug

  marketing-automation-data-personalization

  Text

  Which marketing platforms are strongest for real-time customer data, predictive segmentation, personalization, experimentation, and decisioning?

  Intent

  recommendation

• Slug

  marketing-automation-content-ai

  Text

  Which marketing automation platforms provide the strongest governed AI assistance for content, campaigns, audiences, and optimization?

  Intent

  recommendation

• Slug

  marketing-automation-buying-criteria

  Text

  Compare marketing automation platforms on channels, segmentation, journeys, data, attribution, AI, integrations, governance, and support.

  Intent

  commercial

• Slug

  marketing-automation-pricing

  Text

  How should a buyer compare marketing automation pricing across contacts, messages, profiles, channels, data usage, and premium modules?

  Intent

  commercial

• Slug

  marketing-automation-proof-of-concept

  Text

  Create a proof-of-concept scorecard for marketing platforms covering campaign speed, deliverability, personalization, attribution, adoption, and administration.

  Intent

  commercial

• Slug

  marketing-attribution-comparison

  Text

  Compare marketing automation vendors on multi-touch attribution, incrementality, offline conversion data, reporting, and warehouse access.

  Intent

  commercial

• Slug

  marketing-automation-lock-in

  Text

  Which criteria expose data portability, migration complexity, and lock-in risk when choosing a marketing automation platform?

  Intent

  commercial

• Slug

  marketing-automation-security

  Text

  Compare marketing platforms on consent, identity, encryption, auditability, residency, suppression, retention, and privacy compliance.

  Intent

  commercial

• Slug

  marketing-automation-enterprise-shortlist

  Text

  Create a shortlist of marketing automation vendors for a global company consolidating B2B and B2C lifecycle engagement.

  Intent

  commercial

• Slug

  marketing-stack-consolidation

  Text

  When should a company consolidate CRM, customer data, journeys, content, messaging, experimentation, and attribution on one marketing platform?

  Intent

  commercial

marketing-automation-platforms

• Provider

  openai

  Configured Model

  openai/gpt-4o-mini

• Provider

  anthropic

  Configured Model

  anthropic/claude-haiku-4-5

• Provider

  gemini

  Configured Model

  google/gemini-2.5-flash

Cost Basis

Provider-reported LLM cost returned by the existing AI Rank provider/cache layer.

Maximum Daily Billed Cost Usd

2.00

Maximum Daily Provider Calls

60

• This is one daily response per prompt/provider pair; model output can vary between runs.
• The fixed 16-prompt Marketing Automation category does not estimate general market share or brand awareness.
• Presence share and citation share are relative only to the reviewed 12-brand universe; untracked brands are excluded from those denominators.
• OpenAI, Anthropic, and Google are both evaluated brands and configured model providers; no self-provider bias correction is applied.

recommendation-prompt presence descending; mention coverage, engine breadth, mention share, citation share, then entity slug

Published Evidence

answer hashes, deterministic bounded brand counts, and deduplicated URL-derived citation counts

Full Provider Answers Published

No

Full Provider Answers Stored In Public Index

No

marketing-automation-platforms-2026-07-27

• Provider

  openai

  Board Slug

  marketing-automation-platforms-brand-openai-visibility

  Primary Metric Slug

  public-prompt-openai-brand-recommendation-presence

• Provider

  anthropic

  Board Slug

  marketing-automation-platforms-brand-anthropic-visibility

  Primary Metric Slug

  public-prompt-anthropic-brand-recommendation-presence

• Provider

  gemini

  Board Slug

  marketing-automation-platforms-brand-gemini-visibility

  Primary Metric Slug

  public-prompt-gemini-brand-recommendation-presence

4

• Name

  HubSpot Marketing Hub

  Aliases

  • HubSpot Marketing Hub
  • Marketing Hub

  Entity Slug

  hubspot-marketing-hub

  Primary Domain

  hubspot.com

  Citation Domains

  • hubspot.com
  • knowledge.hubspot.com

  Case Sensitive Aliases

  • Marketing Hub

• Name

  Adobe Marketo Engage

  Aliases

  • Adobe Marketo Engage
  • Marketo Engage
  • Marketo

  Entity Slug

  adobe-marketo-engage

  Primary Domain

  adobe.com

  Citation Domains

  • adobe.com
  • experienceleague.adobe.com

  Case Sensitive Aliases

  • Marketo

• Name

  Salesforce Marketing Cloud

  Aliases

  • Salesforce Marketing Cloud
  • Marketing Cloud

  Entity Slug

  salesforce-marketing-cloud

  Primary Domain

  salesforce.com

  Citation Domains

  • salesforce.com
  • help.salesforce.com

  Case Sensitive Aliases

  • Marketing Cloud

• Name

  Braze

  Aliases

  • Braze

  Entity Slug

  braze

  Primary Domain

  braze.com

  Citation Domains

  • braze.com

  Case Sensitive Aliases

• Name

  Klaviyo

  Aliases

  • Klaviyo
  • Klaviyo B2C CRM

  Entity Slug

  klaviyo

  Primary Domain

  klaviyo.com

  Citation Domains

  • klaviyo.com
  • help.klaviyo.com
  • developers.klaviyo.com

  Case Sensitive Aliases

• Name

  Iterable

  Aliases

  • Iterable

  Entity Slug

  iterable

  Primary Domain

  iterable.com

  Citation Domains

  • iterable.com
  • support.iterable.com

  Case Sensitive Aliases

• Name

  Mailchimp

  Aliases

  • Mailchimp
  • Intuit Mailchimp

  Entity Slug

  mailchimp

  Primary Domain

  mailchimp.com

  Citation Domains

  • mailchimp.com

  Case Sensitive Aliases

• Name

  ActiveCampaign

  Aliases

  • ActiveCampaign

  Entity Slug

  activecampaign

  Primary Domain

  activecampaign.com

  Citation Domains

  • activecampaign.com
  • help.activecampaign.com

  Case Sensitive Aliases

• Name

  Oracle Eloqua

  Aliases

  • Oracle Eloqua
  • Eloqua

  Entity Slug

  oracle-eloqua

  Primary Domain

  oracle.com

  Citation Domains

  • oracle.com
  • docs.oracle.com

  Case Sensitive Aliases

  • Eloqua

• Name

  Customer.io

  Aliases

  • Customer.io

  Entity Slug

  customer-io

  Primary Domain

  customer.io

  Citation Domains

  • customer.io
  • docs.customer.io

  Case Sensitive Aliases

• Name

  Brevo

  Aliases

  • Brevo

  Entity Slug

  brevo

  Primary Domain

  brevo.com

  Citation Domains

  • brevo.com
  • help.brevo.com

  Case Sensitive Aliases

• Name

  Constant Contact

  Aliases

  • Constant Contact

  Entity Slug

  constant-contact

  Primary Domain

  constantcontact.com

  Citation Domains

  • constantcontact.com
  • knowledgebase.constantcontact.com

  Case Sensitive Aliases

4-marketing-automation-platforms-2026-07-27-models-64232fd32583

Search

A common Rank.ai web-search tool is available to all three configured models.

Gateway

Rank.ai's configured OpenRouter-compatible gateway

Not Consumer Products

Results measure the configured model/API runs, not the ChatGPT, Claude, or Gemini consumer application interfaces.

Prompt Count

16

Provider Count

3

Required Successful Runs

48

Confidence

A value of 1.0 means the complete frozen cohort passed the deterministic extraction and publication gates; it is not a statistical confidence interval.

Citation Share Denominator

Distinct answer-level HTTP(S) citation URLs whose URL-derived hostname matches any reviewed brand domain.

Presence Share Denominator

The sum of reviewed-brand answer-presences. One answer may contribute presence to multiple brands.

Mention Coverage Denominator

48 answers: all 16 prompts multiplied by 3 configured providers.

Provider Citation Share Denominator

Distinct reviewed-brand-domain citations within the named configured model API provider's 20-answer cohort.

Recommendation Presence Denominator

24 answers: recommendation-intent prompts multiplied by 3 configured providers.

Provider Mention Coverage Denominator

16 prompts for the named configured model API provider.

Provider Recommendation Presence Denominator

8 recommendation-intent prompts for the named configured model API provider.

64232fd32583

Presence means mentioned or cited in an answer to a recommendation-intent prompt. It does not claim positive recommendation, endorsement, or sentiment.