BUYER PROMPT / PUBLISHED EVIDENCE
Compare marketing automation vendors on multi-touch attribution, incrementality, offline conversion data, reporting, and warehouse access.
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
- commercial
- Model providers
- 3
- Categories
- 1
- Last observed
- Jul 27, 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.
| # | Brand | Category | Providers | Mentions | Owned citations | Provider evidence |
|---|---|---|---|---|---|---|
| 01 | Adobe Marketo Engageadobe.com ↗ | Marketing | 1 | 14 | 0 | Anthropic |
| 02 | Oracle Eloquaoracle.com ↗ | Marketing | 1 | 8 | 0 | Anthropic |
| 03 | Klaviyoklaviyo.com ↗ | Marketing | 1 | 4 | 2 | Anthropic |
| 04 | ActiveCampaignactivecampaign.com ↗ | Marketing | 1 | 2 | 1 | Anthropic |
| 05 | HubSpot Marketing Hubhubspot.com ↗ | Marketing | 1 | 1 | 0 | Anthropic |
| 06 | Salesforce Marketing Cloudsalesforce.com ↗ | Marketing | 1 | 1 | 0 | Anthropic |
MODEL COMPARISON
Answer matrix
One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.
| Provider | Model version | Category | Brands surfaced | Citations | Unique domains | Answer hash |
|---|---|---|---|---|---|---|
| Openai | openai/gpt-4o-mini | Marketing | None observed | 6 | 6 | b106c929…66b56 |
| Anthropic | anthropic/claude-haiku-4-5 | Marketing | HubSpot Marketing Hub · Adobe Marketo Engage · Salesforce Marketing Cloud · Klaviyo · ActiveCampaign · Oracle Eloqua | 9 | 8 | 29182ae6…a23d9 |
| Gemini | google/gemini-2.5-flash | Marketing | None observed | 5 | 5 | a545a552…ffe81 |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.