GTM AI Index
Index Partner and channel Affiliate › Tapfiliate vs Refersion
Affiliate and partner management · September 2026 Edition

Tapfiliate vs Refersion

Zero of twelve models named Tapfiliate first on the direct prompt; zero named Refersion. Tapfiliate was named by eleven of the twelve models and Refersion by eleven and Tapfiliate carries 22 labels and Refersion 17, so the shares are not directly comparable.

Tapfiliate

accepted challenger

Named in four categories this edition.

Refersion

criticized challenger

Named in three categories this edition.

First-choice share11%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%29%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#7A position in a field of 13; printed, not drawn.
Labels2217A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Tapfiliate reading right to left. Rank and label count are printed, not drawn.PartnerStack was named alongside these two in twelve of the twelve direct answers. PartnerStack vs Tapfiliate · PartnerStack vs Refersion · impact.com vs Tapfiliate

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 affiliate and partner management page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
TapfiliateFirst choices, of twelve modelsRefersion
Direct00
Paraphrase301 against Refersion
Comparative00
Budget-constrained213 against Refersion
Scale-constrained101 against Tapfiliate · 1 against Refersion
Negative00
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Across every category in the September 2026 Edition, Tapfiliate and Refersion were named in the same answer thirty-five times, of the 92 answers naming Tapfiliate and the 61 naming Refersion. In those answers Refersion took the first choice three times and Tapfiliate ten.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where Tapfiliate and Refersion stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.1 Fast
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2
GLM 4.7 FlashX
MiniMax M2.5
Tapfiliate Refersion first choice named as an alternative argued againstblank: not namedEach cell is one answer, Tapfiliate on the left and Refersion on the right.

The direct prompt

The plain question, one answer per model, grouped by where Tapfiliate and Refersion stood in it.

Neither was named

12 of 12 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5PartnerStack alternatives: ShareASale, impact.com
GPT-5.4 miniPartnerStack alternatives: Everflow, TUNE
Gemini 3.5 FlashPartnerStack alternatives: FirstPromoter, Reditus
Perplexity Sonarimpact.com alternatives: FirstPromoter, PartnerStack, Trackdesk
Grok 4.1 FastPartnerStack alternatives: FirstPromoter, Rewardful, impact.com
Mistral SmallPartnerStack alternatives: FirstPromoter, Rewardful, impact.com
DeepSeek V4 FlashPartnerStack alternatives: FirstPromoter, Reditus, Rewardful, impact.com
Llama 4 MaverickPartnerStack alternatives: Awin, ShareASale
Qwen 3.7 FlashPartnerStack alternatives: Post Affiliate Pro, impact.com
Kimi K2PartnerStack alternatives: impact.com
GLM 4.7 FlashXPartnerStack alternatives: impact.com
MiniMax M2.5PartnerStack, impact.com alternatives: Modash, ShareASale

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
Tapfiliate leads by twenty-one points.
Tapfiliate23%#1 of 13
Refersion2%#5 of 13
The full small business standing →
Mid-marketThe figures above
Tapfiliate leads by nine points.
Tapfiliate11%#3 of 13
Refersion2%#7 of 13
The full mid-market standing →
Enterprise
Tapfiliate leads by four points.
Tapfiliate4%#4 of 10
Refersion0%#– of 10
The full enterprise standing →

What the models said about Tapfiliate

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

“Simpler, cheaper, but may lack enterprise depth” DeepSeek V4 Flash · scale prompt · soft negative
“If you are strictly focused on affiliate marketing and want a simpler, cost-effective setup, go with Tapfiliate.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Start with a free trial of ReferralCandy or Tapfiliate. Both offer robust features at accessible prices” Qwen 3.7 Flash · budget prompt · first choice
“A strong all-around choice for small businesses... General small business/ecommerce: Tapfiliate” GPT-5.4 mini · budget prompt · first choice

What the models said about Refersion

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

“Avoid pricier ones like Refersion ($99+/month) unless scaling.” Grok 4.1 Fast · budget prompt · hard negative
“or e-comm-focused like Refersion/LeadDyno” Grok 4.1 Fast · paraphrase prompt · hard negative
“look cheap upfront but charge a 2% to 3% transaction fee on all affiliate-referred sales” Gemini 3.5 Flash · budget prompt · soft negative
“Offers a free plan and is considered one of the best affiliate marketing platforms for beginners.” Llama 4 Maverick · budget prompt · first choice
“Tier 1 Solution (like Impact, PartnerStack, Refersion, or Post Affiliate Pro)” Qwen 3.7 Flash · scale prompt · alternative
“Tapfiliate, Refersion, and FirstPromoter make it simple to get started” Claude Haiku 4.5 · budget prompt · alternative
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.