# Native and content advertising: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "native advertising platform" and as "content recommendation and native ads network", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/gtm/marketing/native-and-content-advertising

**Standing:** StackAdapt leads with 29% of first choices; verdict contested. 48 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [StackAdapt](https://www.gane.ai/index/gtm/vendors/stackadapt/index.md) | 29% | 7% | 43 |
| 2 | [LinkedIn Sponsored Content](https://www.gane.ai/index/gtm/vendors/linkedin-sponsored-content/index.md) | 23% | 8% | 26 |
| 3 | [MGID](https://www.gane.ai/index/gtm/vendors/mgid/index.md) | 12% | 21% | 43 |
| 5 | [Taboola](https://www.gane.ai/index/gtm/vendors/taboola/index.md) | 8% | 42% | 69 |
| 6 | [Revcontent](https://www.gane.ai/index/gtm/vendors/revcontent/index.md) | 6% | 31% | 35 |
| 7 | [Teads](https://www.gane.ai/index/gtm/vendors/teads/index.md) | 2% | 36% | 75 |
| 8 | [Dianomi](https://www.gane.ai/index/gtm/vendors/dianomi/index.md) | 2% | 0% | 14 |
| 12 | [TripleLift](https://www.gane.ai/index/gtm/vendors/triplelift/index.md) | 0% | 6% | 17 |
| 13 | [Nativo](https://www.gane.ai/index/gtm/vendors/nativo/index.md) | 0% | 14% | 22 |
| 14 | [Sharethrough](https://www.gane.ai/index/gtm/vendors/sharethrough/index.md) | 0% | 6% | 16 |

Rank is by share of first choices among all 90 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: LinkedIn Sponsored Content; alternatives Forbes BrandVoice, Harvard Business Review, LinkedIn articles, Quora Ads
- GPT-5.4 mini: StackAdapt; alternatives AdRoll ABM, LinkedIn Sponsored Content
- Gemini 3.5 Flash: LinkedIn Sponsored Content; alternatives Dianomi, StackAdapt, Taboola, Teads
- Perplexity Sonar: LinkedIn Sponsored Content; alternatives AdRoll ABM, StackAdapt
- Grok 4.20: LinkedIn Sponsored Content; alternatives StackAdapt, Taboola, Teads
- Mistral Small: LinkedIn Sponsored Content; alternatives StackAdapt, Teads, The Trade Desk
- DeepSeek V4 Flash: StackAdapt; alternatives LinkedIn Sponsored Content, Teads
- Llama 4 Maverick: StackAdapt; alternatives AdRoll, HubSpot
- Qwen 3.7 Flash: StackAdapt; alternatives LinkedIn Sponsored Content
- Kimi K2: StackAdapt; alternatives LinkedIn Sponsored Content, MGID, Revcontent
- GLM 4.7 FlashX: LinkedIn Sponsored Content; alternatives Influ2, StackAdapt, Taboola, Teads
- MiniMax M2.5: LinkedIn Sponsored Content; alternatives Google Demand Gen, Taboola, Teads
- GPT-6 Luna: LinkedIn Sponsored Content; alternatives StackAdapt
- Muse Glimmer 30B: StackAdapt; alternatives AdRoll, LinkedIn Sponsored Content, MGID, Revcontent

## Sources the answers cite

69 of 84 answers came back with a source list, from 13 of 14 models. Sites named in the most answers:

- smartyads.com: 26 answers, 26 citations
- g2.com: 24 answers, 49 citations
- richads.com: 21 answers, 24 citations
- openadlibrary.com: 16 answers, 33 citations
- guideflow.com: 16 answers, 16 citations
- aidigital.com: 15 answers, 16 citations
- rankite.com: 13 answers, 19 citations
- admetrics.io: 13 answers, 14 citations

Pages named in the most answers:

- https://smartyads.com/blog/best-native-advertising-platforms (26 answers)
- https://richads.com/blog/best-native-ad-platforms (21 answers)
- https://g2.com/categories/native-advertising (17 answers)
- https://guideflow.com/blog/native-advertising-software (16 answers)
- https://aidigital.com/blog/native-advertising-platforms (11 answers)
- https://g2.com/discussions/what-native-advertising-platforms-work-best-for-a-b2b-saas-company-trying-to-generate-quality-leads-through-content-style-ads-rather-than-banner-display (11 answers)
- https://admetrics.io/post/native-ads-platforms (10 answers)
- https://madgicx.com/blog/ad-tech-platform-for-native-advertising (10 answers)
- https://realize.com/marketing-hub/native-advertising-platform (10 answers)
- https://stateofdigitalpublishing.com/digital-platform-tools/best-native-ad-networks (10 answers)

## Warned against

- Teads: 27 of 75 labels negative. "Taboola and Outbrain - Content Recommendation Widgets ... repeatedly called out for low-intent, curiosity-driven traffic and poor transparency" (Muse Glimmer 30B, negative prompt)
- Taboola: 29 of 69 labels negative. "Multiple sources highlight Taboola as a platform with significant concerns, including a high negative share in AI model recommendations and a reputation for low-quality or "clickbait" placements." (Mistral Small, negative prompt)
- Revcontent: 11 of 35 labels negative. "Platforms to Avoid ... Revcontent / Nativo: ... less ideal for a startup testing a limited advertising budget" (Qwen 3.7 Flash, budget prompt)
- MGID: 9 of 43 labels negative. "Frequently cited as an arbitrage platform with low-quality publisher mix." (GLM 4.7 FlashX, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: StackAdapt at 29%.

- Revcontent: 20% to 6%, −14. Cleared the floor by 3 points · rank 2 → 6 of 90.
- LinkedIn Sponsored Content: 10% to 23%, +13. Cleared the floor by 2 points · rank 4 → 2 of 90.
- StackAdapt: 41% to 29%, −12. Cleared the floor by 1 point · rank 1 of 90, unchanged.
- Taboola: 4% to 8%, +4. Inside the floor by 7 points · rank 6 → 5 of 90.
- Teads: 4% to 2%, −2. Inside the floor by 9 points · rank 5 → 7 of 90.
- Sharethrough: 2% to 0%, −2. Inside the floor by 9 points · rank 7 → 14 of 90.
- MGID: 12% to 12%, ±0. Inside the floor by 11 points · rank 3 of 90, unchanged.
- Dianomi: 2% to 2%, ±0. Inside the floor by 11 points · rank 8 of 90, unchanged.
- TripleLift: 0% to 0%, ±0. Inside the floor by 11 points · rank 12 of 90, unchanged.
- Nativo: 0% to 0%, ±0. Inside the floor by 11 points · rank 11 → 13 of 90.

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.