# StackAdapt vs LinkedIn Sponsored Content: which do AI models recommend for native ads, October 2026

GTM AI Recommendation Index, October 2026 Edition, Native and content advertising. Twelve of fourteen models named StackAdapt first on the direct prompt; two named LinkedIn Sponsored Content. Page: https://gtm-ai-index.com/marketing/native-and-content-advertising/stackadapt-vs-linkedin-sponsored-content/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| StackAdapt | 41% | #1 of 9 | 0% | 41 | 14 of 14 |
| LinkedIn Sponsored Content | 10% | #4 of 9 | 0% | 19 | 11 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: stackadapt first (first choices: StackAdapt) (alternatives: LinkedIn Sponsored Content, Teads)
- GPT-5.4 mini: stackadapt first (first choices: StackAdapt) (alternatives: AdRoll ABM, Demandbase, Microsoft Advertising Audience Ads)
- Perplexity Sonar: stackadapt first (first choices: StackAdapt) (alternatives: Taboola)
- Grok 4.1 Fast: stackadapt first (first choices: StackAdapt) (alternatives: Sharethrough, Taboola, Teads)
- Mistral Small: stackadapt first (first choices: StackAdapt)
- DeepSeek V4 Flash: stackadapt first (first choices: StackAdapt) (alternatives: LinkedIn Sponsored Content, NetLine, ViB)
- Llama 4 Maverick: stackadapt first (first choices: StackAdapt) (alternatives: Abmatic AI, Demandbase)
- Qwen 3.7 Flash: stackadapt first (first choices: StackAdapt) (alternatives: Raptive, Simpli.fi, Taboola, Teads)
- Kimi K2: stackadapt first (first choices: StackAdapt) (alternatives: LinkedIn Sponsored Content, Taboola, Teads)
- GLM 4.7 FlashX: stackadapt first (first choices: StackAdapt) (alternatives: LinkedIn Sponsored Content, Microsoft Advertising)
- MiniMax M2.5: stackadapt first (first choices: StackAdapt) (alternatives: LinkedIn Sponsored Content, Microsoft Advertising, SmartyAds DSP)
- Muse Glimmer 30B: stackadapt first (first choices: StackAdapt) (alternatives: Taboola / Realize, Teads)
- Gemini 3.5 Flash: linkedin sponsored content first (first choices: LinkedIn Sponsored Content) (alternatives: 6sense, AdLib, Basis, Demandbase, Dianomi)
- GPT-6 Luna: linkedin sponsored content first (first choices: LinkedIn Sponsored Content) (alternatives: AdRoll ABM)

## What the models said about LinkedIn Sponsored Content

- "Start with LinkedIn Sponsored Content for your primary native ads effort since it offers the best B2B targeting and highest intent." (MiniMax M2.5, paraphrase prompt, first choice)
- "StackAdapt and LinkedIn Sponsored Content are often the top recommendations" (Mistral Small, paraphrase prompt, first choice)
- "I'd start with LinkedIn Sponsored Content... use LinkedIn as the main B2B channel" (GPT-6 Luna, paraphrase prompt, first choice)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.