Yotpo Loyalty & Referrals is a tool from Yotpo for building custom loyalty and referral programs · yotpo.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Referral Rock is first at 42%.
Referral Rock is first at 21%. 0 of 14 models made it the first choice when asked directly.
Influitive AdvocateHub is first at 30%.
“Yotpo Loyalty & Referrals - Best Free Option ... The free plan is genuinely functional for getting started”Kimi K2 · Budget-constrained question · first choice
“Yotpo or Smile.io for loyalty *plus* Friendbuy or Mention Me for referrals”MiniMax M2.5 · Comparative question · first choice
“Best for loyalty-led ecommerce: Yotpo or LoyaltyLion.”Perplexity Sonar · Comparative question · first choice
“Great for e-commerce loyalty (Shopify integration).”Qwen 3.7 Flash · Negative question · first choice
“Noted for vendor instability, product sun-setting history, and high costs, making it a risky choice”Muse Glimmer 30B · Negative question · warning
“Noted for vendor instability, product sunsetting history, and high costs, making it a risky choice”Mistral Small · Negative question · warning
“Flagged for vendor instability, product sun-setting history, and high costs.”Mistral Small · Negative question · warning
“If you only need a referral tool, Yotpo can feel bloated.”Qwen 3.7 Flash · Negative question · warning
The products named in the same answers as Yotpo Loyalty & Referrals, over the 117 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 82 | 10 | View → | |
| 72 | 20 | Compare → | |
| 60 | 3 | View → | |
| 55 | 8 | Compare → | |
| 49 | 7 | View → | |
| 39 | 2 | View → | |
| 39 | 1 | View → | |
| 39 | 0 | View → | |
| 38 | 4 | Compare → | |
| 32 | 2 | View → |
What the models named instead of Yotpo Loyalty & Referrals →
A side-by-side page exists where both products are among a category's top eight.
Stated on Yotpo Loyalty & Referrals's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 111 of the 117 answers that named Yotpo Loyalty & Referrals and are not a share of its labels.
345 of the 372 domain citations in answers naming Yotpo Loyalty & Referrals came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 3 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 0 | 1 | 2 | 0 | 3 |
| Perplexity Sonar | 1 | 1 | 0 | 1 | 3 |
| Grok 4.20 | 0 | 2 | 2 | 1 | 5 |
| Mistral Small | 0 | 0 | 1 | 2 | 3 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 2 | 6 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 2 | 0 | 1 | 4 |
| Kimi K2 | 1 | 0 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 2 | 0 | 2 | 0 | 4 |
| GPT-6 Luna | 0 | 2 | 0 | 1 | 3 |
| Muse Glimmer 30B | 0 | 3 | 1 | 1 | 5 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 3,654 | 1 | 2026-07-23 | SEO, Ecommerce marketing | |
| Glossary or explainer | 1,425 | 1 | 2026-08-25 | SEO, CRM | |
| Comparison | 217 | 6 | 2026-09-15 | SEO, CRM | |
| Case study | 117 | undated | |||
| Webinar or virtual event | 65 | 4 | 2026-09-17 | CRM | |
| Report or ebook | 52 | 0 | 2024-03-18 | ||
| Template or tool | 52 | 16 | 2026-09-17 | SEO | |
| Conference or event | 8 | 0 | 2022-10-27 | SEO | |
| Podcast or video | 4 | 0 | 2025-05-22 | ||
| News or press | 3 | 0 | 2020-04-07 |
Every page yotpo.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name SEO (123); 0 name its categories the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.