Affiliate and partner management · November 2026 Edition
PartnerStack vs Amazon Associates
Fourteen of fourteen models named PartnerStack first on the direct prompt; zero named Amazon Associates. Both were named by all fourteen models and PartnerStack carries 52 labels and Amazon Associates 21, so the shares are not directly comparable.
Named in five categories this edition.
By Amazon, Seattle, United States, founded 1994. Named in one category this edition.
First-choice share56%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate6%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#8A position in a field of 16; printed, not drawn.
Labels5221A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, PartnerStack reading right to left. Rank and label count are printed, not drawn.impact.com was named alongside these two in twelve of the fourteen direct answers. PartnerStack vs impact.com · PartnerStack vs UpPromote · PartnerStack vs Rewardful
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 affiliate and partner management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
PartnerStackFirst choices, of fourteen modelsAmazon Associates
Direct140
Paraphrase140
Comparative001 against Amazon Associates
Budget-constrained012 against PartnerStack
Scale-constrained00
Negative011 against PartnerStack · 1 against Amazon Associates
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where PartnerStack and Amazon Associates stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| 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 | | | |
PartnerStack Amazon Associates first choice named as an alternative argued againstblank: not namedEach cell is one answer, PartnerStack on the left and Amazon Associates on the right.The direct prompt
The plain question, one answer per model, grouped by where PartnerStack and Amazon Associates stood in it.
PartnerStack first, Amazon Associates not the choice
14 of 14 modelsAmazon Associates was named in the answer but not as the choice, or not at all.Claude Haiku 4.5PartnerStack alternatives: Reditus, Tapfiliate, impact.com
GPT-5.4 miniPartnerStack alternatives: Trackdesk, impact.com
Gemini 3.5 FlashPartnerStack alternatives: Channeltivity, Everflow, Introw, impact.com
Perplexity SonarPartnerStack alternatives: Everflow, Reditus
Grok 4.20PartnerStack alternatives: Awin, CJ Affiliate, Rewardful, impact.com
Mistral SmallPartnerStack
DeepSeek V4 FlashPartnerStack alternatives: Everflow, Scaleo, impact.com
Llama 4 MaverickPartnerStack alternatives: Awin, impact.com
Qwen 3.7 FlashPartnerStack, impact.com alternatives: Post Affiliate Pro
Kimi K2PartnerStack alternatives: Reditus, Trackdesk, impact.com
GLM 4.7 FlashXPartnerStack, impact.com alternatives: Ambassador
MiniMax M2.5PartnerStack alternatives: impact.com
GPT-6 LunaPartnerStack alternatives: Everflow, impact.com
Muse Glimmer 30BPartnerStack alternatives: Ambassador, Reditus, Trackdesk, impact.com
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
PartnerStack leads by fifteen points.
PartnerStack15%#2 of 13Amazon Associates0%#– of 13Mid-marketThe figures above
PartnerStack leads by fifty-four points.
PartnerStack56%#1 of 16Amazon Associates2%#8 of 16Enterprise
PartnerStack leads by thirty-eight points.
PartnerStack38%#1 of 10Amazon Associates0%#– of 10What the models said about PartnerStack
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Avoid enterprise platforms such as PartnerStack, which starts near $1,000/month” Perplexity Sonar · budget prompt · hard negative
“Avoid enterprise tools: Skip Impact, PartnerStack, or Everflow unless scaling” Grok 4.20 · budget prompt · hard negative
“Start with PartnerStack if you're in B2B SaaS/Services, or Impact.com if you want a comprehensive partnership management platform.” GLM 4.7 FlashX · direct prompt · first choice
What the models said about Amazon Associates
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Brutal Terms of Service. Amazon bans accounts frequently and abruptly... Do not rely on Amazon as your sole income source.” Qwen 3.7 Flash · negative prompt · soft negative
“Cons: Low commissions, strict rules, 24-hour cookie window in some cases.” Grok 4.20 · comparative prompt · soft negative
“Stick with established networks like Amazon Associates, ShareASale, CJ Affiliate (Commission Junction)” Kimi K2 · negative prompt · first choice
“I'd suggest starting with Amazon Associates for simplicity” MiniMax M2.5 · budget prompt · first choice
“The Amazon Associates program remains one of the most popular choices among the best affiliate marketing programs” Claude Haiku 4.5 · comparative prompt · alternative
Also compared
PartnerStack vs impact.comPartnerStack vs UpPromotePartnerStack vs RewardfulPartnerStack vs Post Affiliate ProPartnerStack vs RefersionPartnerStack vs Tapfiliateimpact.com vs Amazon AssociatesUpPromote vs Amazon AssociatesRewardful vs Amazon AssociatesPost Affiliate Pro vs Amazon AssociatesRefersion vs Amazon AssociatesTapfiliate vs Amazon AssociatesAll twenty-eight head-to-head pages and the full affiliate standing
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.