| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Direct mail and gifting platforms | Marketing | 0% | 67 of 90 | 42% | 26 | criticized challenger | |
| Marketing | 0% | 61 of 68 | 67% | 3 | under 10 labels · led by Postalytics at 44% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 2 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 1 | 4 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 1 | 2 |
| Kimi K2 | 0 | 1 | 1 | 5 | 7 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 2 | 2 |
| Muse Glimmer 30B | 0 | 2 | 1 | 3 | 6 |
Verbatim evidence the judge attached to positive labels.
“While it's a solid choice for teams prioritizing 1:1 outreach, it may be less scalable for high-volume or multi-channel campaigns” Muse Glimmer 30B · Direct mail & gifting · direct prompt · alternative
“Best for Personalized 1:1 Gifting: Alyce (now part of Sendoso) focuses on personalized gifting” Claude Haiku 4.5 · Direct mail & gifting · paraphrase prompt · alternative
“Alyce differentiates with AI-powered gift recommendations and bias-free selection” Claude Haiku 4.5 · Direct mail & gifting · comparative prompt · alternative
“Alyce is best for AI-powered personalization, now integrated into Sendoso.” Mistral Small · Direct mail & gifting · comparative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Post-acquisition concerns: No warehousing services — all fulfillment is third-party” Kimi K2 · Direct mail & gifting · negative prompt · hard negative
“Alyce | Custom/Enterprise | AI-personalized but pricey” Kimi K2 · Direct mail & gifting · budget prompt · hard negative
“Delivery reliability is the most common complaint on G2 and Capterra... vendor stability (the four-plus layoff round pattern), stacked fee compounding” Muse Glimmer 30B · Direct mail & gifting · negative prompt · soft negative
“Now owned by Sendoso (Feb 2024) — inherits Sendoso's organizational instability” Kimi K2 · Direct mail · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 72 of the 72 answers that named Alyce and are not a share of its labels.
288 of the 288 domain citations in answers naming Alyce came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Alyce's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Alyce, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Alyce by email, built from the raw record of the edition. It shows: