Neutral
AI recommendation signal analysis across 58 domains for the Neutral persona in Marketing Automation Software.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
Get in touch →How to use this page
See the searches AI runs for itself
When an AI model needs the web to answer, it writes its own search queries. These are those queries, word for word. They show how machines translate buyer questions into searches, so make sure your pages answer the queries the models actually run, not just the ones humans type.
Where the numbers come from
During the LLM runs that used web search, we captured every search query each model issued for this segment's questions. Counts are small by nature: a model typically runs only a handful of these searches per question.
What's on this page
A side-by-side comparison of any two models' queries, and a table of every query with the models that used it.
Compare two models' fanout queries
The exact web searches each model ran while answering Neutral questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best marketing automation software 2026 G2 Gartner HubSpot Marketo Klaviyo ActiveCampaign Mailchimp Brevo
- marketing automation software reviews comparison 2026 PCMag Forbes Advisor
- G2 best marketing automation software HubSpot Marketo ActiveCampaign Klaviyo
- top marketing automation software platforms 2026
All fanout queries
Every fanout query for this segment, with how many models used it and which ones. Overlap between models means they translated the same buyer question into the same search, a strong signal that ranking for that query matters.
| Query | LLM Count | LLMs |
|---|---|---|
| best marketing automation platforms 2025 comparison reviews | 1 | DeepSeek V4 Pro |
| best marketing automation software 2026 | 1 | Claude Sonnet 5 |
| best marketing automation software 2026 g2 gartner hubspot marketo klaviyo activecampaign mailchimp brevo | 1 | GPT 5.5 |
| g2 best marketing automation software hubspot marketo activecampaign klaviyo | 1 | GPT 5.5 |
| marketing automation software reviews comparison 2026 pcmag forbes advisor | 1 | GPT 5.5 |
| top 10 marketing automation software 2025 best recommendations | 1 | DeepSeek V4 Pro |
| top marketing automation platforms comparison | 1 | Claude Sonnet 5 |
| top marketing automation software 2026 | 1 | Claude Haiku 4.5 |
| top marketing automation software platforms 2026 | 1 | Gemini 3.5 Flash |