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Loyalty, advocacy and referrals · November 2026 Edition

Referral Rock vs Influitive AdvocateHub

Five of fourteen models named Referral Rock first on the direct prompt; two named Influitive AdvocateHub. Referral Rock was named by thirteen of the fourteen models and Influitive AdvocateHub by fourteen and Referral Rock carries 34 labels and Influitive AdvocateHub 33, so the shares are not directly comparable.

Referral Rock

accepted challenger

Named in four categories this edition.

Influitive AdvocateHub

accepted challenger

Named in one category this edition.

First-choice share21%11%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%18%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#4A position in a field of 13; printed, not drawn.
Labels3433A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Referral Rock reading right to left. Rank and label count are printed, not drawn.Referral Rock vs Referral Factory · Referral Rock vs Smile.io · Referral Rock vs Yotpo Loyalty & Referrals

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the loyalty, advocacy and referrals page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Referral RockFirst choices, of fourteen modelsInfluitive AdvocateHub
Direct52
Paraphrase642 against Influitive AdvocateHub
Comparative00
Budget-constrained00
Scale-constrained00
Negative104 against Influitive AdvocateHub
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, Referral Rock and Influitive AdvocateHub were named in the same answer forty-three times, of the 228 answers naming Referral Rock and the 89 naming Influitive AdvocateHub. In those answers Influitive AdvocateHub took the first choice seven times and Referral Rock fourteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Referral Rock and Influitive AdvocateHub stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.20
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2
GLM 4.7 FlashX
MiniMax M2.5
GPT-6 Luna
Muse Glimmer 30B
Referral Rock Influitive AdvocateHub first choice named as an alternative argued againstblank: not namedEach cell is one answer, Referral Rock on the left and Influitive AdvocateHub on the right.

The direct prompt

The plain question, one answer per model, grouped by where Referral Rock and Influitive AdvocateHub stood in it.

Both were the first choice

1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.
Gemini 3.5 FlashInfluitive AdvocateHub, PartnerStack, Referral Rock alternatives: Base, Cello, FirstPromoter, SaaSquatch, UserEvidence

Referral Rock first, Influitive AdvocateHub an alternative

4 of 14 modelsInfluitive AdvocateHub was named in the answer but not as the choice, or not at all.
Perplexity SonarReferral Rock alternatives: CustomerGauge, GrowSurf, Influitive AdvocateHub
Mistral SmallEnable3, Referral Rock alternatives: Cello, Referral Factory
DeepSeek V4 FlashReferral Rock alternatives: CustomerGauge, Enable3, GrowSurf, Yotpo Loyalty & Referrals
Kimi K2Referral Rock alternatives: Ambassador, Influitive AdvocateHub, PartnerStack, impact.com Advocate

Influitive AdvocateHub first, Referral Rock an alternative

1 of 14 modelsReferral Rock was named in the answer but not as the choice, or not at all.
GLM 4.7 FlashXInfluitive AdvocateHub alternatives: Annex Cloud, Exchange Solutions, GrowSurf, Referral Rock, Salesforce Loyalty Management

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Enable3 alternatives: Annex Cloud, Influitive AdvocateHub, PartnerStack, Referral Rock
Grok 4.20Referral Factory alternatives: Annex Cloud, Exchange Solutions, PartnerStack, Referral Rock, Salesforce Loyalty Management, Voucherify, impact.com Advocate
Qwen 3.7 FlashAmbassador alternatives: PartnerStack, Referral Factory, Referral Rock
MiniMax M2.5Referral Factory alternatives: Cello, CustomerGauge, Enable3, GrowSurf, Referral Rock
GPT-6 LunaSaaSquatch by impact.com alternatives: Influitive AdvocateHub, Referral Rock
Muse Glimmer 30BCello, Referral Factory alternatives: Exchange Solutions, Friendbuy, Influitive AdvocateHub, Referral Rock, Yotpo Loyalty & Referrals

Neither was named

2 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniReferral Factory alternatives: Benepik, Talkable
Llama 4 MaverickCustomerGauge, Enable3, Referral Factory

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Referral Rock leads by forty-two points.
Referral Rock42%#1 of 13
Influitive AdvocateHub0%#13 of 13
The full small business standing →
Mid-marketThe figures above
Referral Rock leads by nine points.
Referral Rock21%#1 of 13
Influitive AdvocateHub11%#4 of 13
The full mid-market standing →
Enterprise
The order flips: Influitive AdvocateHub leads at enterprise.
Influitive AdvocateHub30%#1 of 18
Referral Rock11%#2 of 18
The full enterprise standing →

What the models said about Referral Rock

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.

“For most mid-sized B2B companies, Referral Rock offers the best balance of affordability, ease of use, and B2B-specific features.” Claude Haiku 4.5 · paraphrase prompt · first choice
“the best customer advocacy and referral program tool for a mid-sized B2B company would be Referral Rock or Referral Factory” Llama 4 Maverick · paraphrase prompt · first choice
“the strongest default recommendation is Referral Rock if the primary goal is a measurable, turnkey referral program” Perplexity Sonar · paraphrase prompt · first choice

What the models said about Influitive AdvocateHub

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“Enterprise advocacy hubs like *Influitive*... Why be cautious: These platforms are powerful, but they require heavy, continuous manual content creation” Gemini 3.5 Flash · negative prompt · soft negative
“recurring complaints about bugs, unreliable integrations... can feel over-engineered and expensive for simpler needs” Grok 4.20 · negative prompt · soft negative
“Overkill and more expensive for a mid-sized company that primarily needs a referral program.” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Best for All-in-One Customer Advocacy & Engagement: Influitive ... the industry standard for gamified advocacy.” Gemini 3.5 Flash · paraphrase prompt · first choice
“I'd start with Influitive if you want one platform for a broader B2B customer-advocacy program” GPT-6 Luna · paraphrase prompt · first choice
“Best Overall Mid‑Market B2B Loyalty & Referral Platform: Influitive (AdvocateHub)” GLM 4.7 FlashX · direct prompt · first choice
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.