BUYER PROMPT / PUBLISHED EVIDENCE
Recommend a marketing platform for an ecommerce brand that needs customer profiles, segmentation, product events, email, SMS, and revenue attribution.
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
- 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 | Klaviyoklaviyo.com ↗ | Marketing | 3 | 13 | 2 | Openai · Anthropic · Gemini |
| 02 | Customer.iocustomer.io ↗ | 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 | Klaviyo | 6 | 6 | 36fc37d8…7b976 |
| Anthropic | anthropic/claude-haiku-4-5 | Marketing | Klaviyo · Customer.io | 2 | 2 | cb460278…ed646 |
| Gemini | google/gemini-2.5-flash | Marketing | Klaviyo | 9 | 9 | dbd9c76d…1a929 |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.