Real ChatGPT answer · index seedxKZkzN8TquEcompleteB2B software · marketing automationbrand

Has Marketo improved its user interface recently based on user feedback, or is it still clunky for daily campaign management?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Has Marketo improved its user interface recently based on user feedback, or is it still clunky for daily campaign management?
2 real searches · 1 real-search pass
Adobe Marketo Engage UI updates 2025 2026 user feedback campaign management interface usability clunkyGoogle ↗
OBSERVED
Marketo Engage user interface improvements roadmap 2024 2025 campaign management UX feedbackGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Adobe Marketo Engage UI updates 2025 2026 user feedback campaign management interface usability clunky Google ↗
Marketo Engage user interface improvements roadmap 2024 2025 campaign management UX feedback Google ↗
  1. Release Notes - August 2026 · experienceleague.adobe.com
  2. Overview Welcome to the next-gen Marketo Engage ex · engage.marketo.com
  3. New Marketo Engage Features Recently Released · experienceleaguecommunities-beta.adobe.com
  4. Adobe Marketo Engage Review Insights · trustradius.com
  5. Feedback on the New Marketo UI: Importance of Visual Differentiation and Classic UI Usability · experienceleaguecommunities.adobe.com
  6. Current Release Notes · experienceleague.adobe.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Adobe Marketo Engage UI updates 2025 2026 user feedback campaign management interface usability clunky
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Marketo Engage user interface improvements roadmap 2024 2025 campaign management UX feedback
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1