Small business▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 0% in September 2026
Inside the floor by 9 pointsRank 53 → 15 of 76
2 categories · RankedYotpo Loyalty & Referrals
117Judge labels
2First choices
43Negative labels
14 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Best standing
2% in Referrals for small business buyers
Rank 11 of 112 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 9% of its 11 labels there were negative.
What the models named instead of Yotpo Loyalty & Referrals →By buyer segmentRead the same way at every buyer size.
Small business12 of 83
2%10 labels
accepted challenger
Mid-market11 of 112
2%11 labels
accepted challenger
Enterprise57 of 69
0%6 labels
under the label threshold
In referrals · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named Yotpo Loyalty & Referrals for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Referral and partner programs | Partner and channel | 2% | 11 of 112 | 9% | 11 | accepted challenger | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Loyalty, advocacy and referrals | Marketing | 0% | 25 of 110 | 35% | 34 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Yotpo Loyalty & Referrals held within the floor in all two categories: no change cleared 11 points.
Best category · Referrals · by segment
Mid-market▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 0% in September 2026
Inside the floor by 9 pointsRank 31 → 12 of 106
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 59 → 53 of 65
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Referrals | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 31 → 11 of 112 |
| Loyalty | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 29 → 25 of 110 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Yotpo Loyalty & Referrals across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Yotpo Loyalty & Referrals across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 2 | 0 | 2 | 4 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 3 | 4 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 2 | 0 | 1 | 3 |
| Mistral Small | 0 | 3 | 3 | 1 | 7 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 1 | 1 | 1 | 3 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 0 | 1 | 2 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 2 | 1 | 4 |
| MiniMax M2.5 | 2 | 0 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 2 | 0 | 1 | 3 |
| Muse Glimmer 30B | 0 | 1 | 2 | 1 | 4 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct10 labelsNone
Paraphrase1 labelNone
Comparative31 labels2not counted in share
Budget-constrained24 labels2
Scale-constrained18 labelsNone
Negative33 labelsNone
First choiceAlternativeMentionNegative117 labels in all, every segment counted; 2 of the 4 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Choose Yotpo or Smile.io if you want a combined approach with both loyalty rewards and referral capabilities” MiniMax M2.5 · Loyalty · comparative prompt · first choice
“Best Overall Value... start with Yotpo's free plan” MiniMax M2.5 · Referrals · budget prompt · first choice
“Yotpo Loyalty & Referrals: Ideal if you want a unified approach that ties your loyalty program directly to product reviews” Gemini 3.5 Flash · Loyalty · scale prompt · alternative
“Yotpo is the clearest example because it spans loyalty plus reviews and user-generated content” Perplexity Sonar · Loyalty · comparative prompt · alternative
And against it
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.
“Noted for vendor instability, product sun-setting history, and high costs, making it a risky choice” Mistral Small · Loyalty · negative prompt · hard negative
“If you are B2B / SaaS: Avoid tools built primarily for e-commerce (such as Yotpo or ReferralCandy)” Gemini 3.5 Flash · Referrals · negative prompt · hard negative
“Custom/enterprise pricing only: No transparent pricing; expect heavy sales pressure” Kimi K2 · Loyalty · negative prompt · hard negative
“Yotpo — if you're signing an annual or bundled deal. Read the order form and renewal terms closely: Yotpo's published terms provide for automatic renewal” GPT-6 Luna · Loyalty · negative prompt · soft negative
Named alongside
The products named in the same answers as Yotpo Loyalty & Referrals, over the 117 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Yotpo Loyalty & Referrals was named but was not.ShowHide
Named alongside
The products named in the same answers as Yotpo Loyalty & Referrals, over the 117 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Yotpo Loyalty & Referrals was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named Yotpo Loyalty & Referrals. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 110 of the 117 answers that named Yotpo Loyalty & Referrals and are not a share of its labels.
Domains cited
openloyalty.io73
voucherify.io41
growsurf.com36
tremendous.com35
moosend.com34
g2.com32
rivo.io25
thecmo.com25
referralcandy.com23
gtm-ai-index.com22
346 of the 346 domain citations in answers naming Yotpo Loyalty & Referrals came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
yotpo.com ranks 5 on Google for the category's searches. In the answers, Yotpo Loyalty & Referrals takes 2% of first choices and PartnerStack takes 22%.ShowHide
Search and answers
yotpo.com ranks 5 on Google for the category's searches. In the answers, Yotpo Loyalty & Referrals takes 2% of first choices and PartnerStack takes 22%.
ShowHideIn search
Google, US estimatesPosition for “referral program software”
5
Position for “best referral program software”
8
- Searches for its name, Google
- not counted (“yotpo loyalty & referrals”)
- AI search demand for its name, est.
- 0 a month
- Organic visits to its site
- about 457,543 a month
- Searches its site ranks for
- 14,260 · 1,723 in the top three
- Sites linking to it
- 15,678
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
2%
rank 11 of 112 in referrals
Segment leader
22%
PartnerStack
- First choices
- 2 across its categories
- Named in
- 117 answers
- Its own site cited
- in 110 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 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.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on yotpo.com
9,964
subdomains included
Content
5,597
counted in the table below
Documentation
3
Product · Integration
127 · 174
| 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 |
Most recent
- 2026-09-17Product description generator template or tool
- 2026-09-17Webinar ai discoverability yotpo and shopify webinar or virtual event
- 2026-09-15Best profound alternatives comparison
- 2026-09-15Best otterly alternatives comparison
- 2026-09-158 Best Semrush Alternatives For AI SEO | Yotpo comparison
- 2026-09-15Best ahrefs alternatives ai seo comparison
How it is countedHide how it is counted
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.
Names read as Yotpo Loyalty & Referrals
What the judge wrote, as written, with how often. The vendor table decides that these count as Yotpo Loyalty & Referrals; a claim can dispute any of them.
Yotpo 31Yotpo Loyalty 6Smile/Yotpo 1Yotpo (Loyalty & Referrals module) 1Yotpo Loyalty & Reviews 1
Follow Yotpo Loyalty & Referrals
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.
The company
Yotpo is the company behind Yotpo Loyalty & Referrals.ShowHide
The company
Yotpo is the company behind Yotpo Loyalty & Referrals.
ShowHideOn record
Wikidata- Website
- yotpo.com
- Headquarters
- New York City, Israel
- Founded
- 2011
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · Crunchbase
In its own words
Stated by the vendor, not checked- Positioning
- Create custom-tailored loyalty and referral programs
- For
- eCommerce brands
- Price stated
- free plan with paid tiers starting at $199/month yotpo.com/pricing
- Starting price
- 199 yotpo.com/pricing
- Free plan or trial
- full free plan yotpo.com/pricing
- Integrations claimed
- 180 yotpo.com
- Certifications
- GDPRCCPAAICPASOCISOPrivacy Shield Framework
- Customers named
- goodrThird LoveRevolution BeautyArtdecoNaked HarvestMyVariationsIN COMMON BeautyJUNGLÜCK
- Not stated on the pages read
- Hosting
What Yotpo Loyalty & Referrals's own pages state, read September 28, 2026: yotpo.com, yotpo.com/pricing, trust.yotpo.com, yotpo.com/platform, yotpo.com/case-studies. A claimed page can correct any of them.
Is this your product?
Claim this page
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 & Referrals'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 & Referrals, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Yotpo Loyalty & Referrals by email, built from the raw record of the edition. It shows:
- where Yotpo Loyalty & Referrals is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Yotpo Loyalty & Referrals, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.