BUYER PROMPT / PUBLISHED EVIDENCE
Which customer service tools are best for an ecommerce brand that needs order context, social messaging, returns workflows, and seasonal scale?
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 | Gorgiasgorgias.com ↗ | Support | 3 | 7 | 2 | Openai · Anthropic · Gemini |
| 02 | Zendeskzendesk.com ↗ | Support | 2 | 4 | 0 | Openai · Anthropic |
| 03 | Freshworks Freshdeskfreshworks.com ↗ | Support | 2 | 2 | 0 | Openai · Anthropic |
| 04 | Gladlygladly.ai ↗ | Support | 1 | 1 | 0 | Openai |
| 05 | Kustomerkustomer.com ↗ | Support | 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 | Support | Zendesk · Freshworks Freshdesk · Gladly · Gorgias | 6 | 6 | 31ff54b9…df47f |
| Anthropic | anthropic/claude-haiku-4-5 | Support | Zendesk · Freshworks Freshdesk · Kustomer · Gorgias | 6 | 6 | 36129092…6ef64 |
| Gemini | google/gemini-2.5-flash | Support | Gorgias | 6 | 6 | 213ebf9c…7a642 |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.