| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Loyalty, advocacy and referrals | Marketing | 0% | 36 of 124 | 17% | 6 | under 10 labels · led by Smile.io at 24% |
| Referral and partner programs | Partner and channel | 0% | 96 of 107 | 100% | 1 | under 10 labels · led by PartnerStack at 19% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Part of a unified retention suite (reviews + SMS + subscriptions)” DeepSeek V4 Flash · Loyalty · comparative prompt · alternative
“Unified with reviews, SMS, subscriptions” Kimi K2 · Loyalty · comparative prompt · alternative
“Alternative: Yotpo Loyalty” GLM 4.7 FlashX · Loyalty · budget 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.
“These platforms are fantastic for loyalty points, VIP tiers, and reviews, but their refer-a-friend features are often basic and rigid.” Gemini 3.5 Flash · Referrals · negative prompt · soft negative
“the evidence here leans more toward ecommerce than pure B2B” Perplexity Sonar · Loyalty · direct prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 4 of the 16 answers that named Yotpo Loyalty and are not a share of its labels.
Twenty-four of the twenty-four domain citations in answers naming Yotpo Loyalty came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · Crunchbase
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 Yotpo Loyalty'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 Yotpo Loyalty, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at yotpo.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.