# Taboola: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 78 judge labels across 5 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/taboola

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Native and content advertising](https://www.gane.ai/index/gtm/marketing/native-and-content-advertising/index.md) | 8% | 5 | 42% | 69 |
| [Content marketing platforms](https://www.gane.ai/index/gtm/marketing/content-marketing-platforms/index.md) | 0% | 162 | 80% | 5 |
| [Video advertising](https://www.gane.ai/index/gtm/marketing/video-advertising/index.md) | 0% | 89 | 50% | 2 |
| [Audience and consumer insights platforms](https://www.gane.ai/index/gtm/marketing/audience-and-consumer-insights/index.md) | 0% | 181 | 100% | 1 |
| [Programmatic and display advertising](https://www.gane.ai/index/gtm/marketing/programmatic-and-display-advertising/index.md) | 0% | 96 | 100% | 1 |

## What the models said for it

- "Content recommendation networks (often called "the duopoly" of native advertising)... Both are leaders in personalized content recommendations" (Mistral Small, Native ads)
- "Prioritize established, premium options like Taboola, Outbrain, TripleLift, Nativo, Yahoo Advertising, or StackAdapt" (Grok 4.20, Native ads)
- "Taboola and Outbrain dominate the content recommendation space with massive reach and premium publisher networks" (GLM 4.7 FlashX, Native ads)
- "Taboola and Outbrain: Strong for content-driven native (recommendation widgets). Good for scale and mid-market." (Grok 4.20, Native ads)

## And against it

- "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, Native ads)
- "Avoid: Taboola, Outbrain, RevContent, and MGID unless you have strong controls and optimization processes." (GLM 4.7 FlashX, Native ads)
- "these platforms fund "made for advertising" (MFA) clickbait sites that exist solely to siphon ad budgets" (Kimi K2, Content marketing)
- "The two are repeatedly called out for low-intent, curiosity-driven traffic and poor transparency." (Muse Glimmer 30B, Native ads)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 1 | 0 | 4 |
| GPT-5.4 mini | 2 | 0 | 0 | 2 | 4 |
| Gemini 3.5 Flash | 2 | 2 | 0 | 3 | 7 |
| Perplexity Sonar | 1 | 0 | 1 | 3 | 5 |
| Grok 4.20 | 3 | 2 | 0 | 2 | 7 |
| Mistral Small | 1 | 0 | 1 | 2 | 4 |
| DeepSeek V4 Flash | 1 | 0 | 1 | 4 | 6 |
| Llama 4 Maverick | 0 | 2 | 2 | 1 | 5 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 5 | 7 |
| Kimi K2 | 1 | 0 | 0 | 5 | 6 |
| GLM 4.7 FlashX | 1 | 2 | 1 | 2 | 6 |
| MiniMax M2.5 | 1 | 4 | 1 | 0 | 6 |
| GPT-6 Luna | 0 | 1 | 1 | 2 | 4 |
| Muse Glimmer 30B | 1 | 1 | 0 | 5 | 7 |

## Sources returned with these answers

The sites and pages cited by the answers that named Taboola, from 182 of the 221 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 76
- smartyads.com: 64
- richads.com: 63
- gane.ai/index: 60
- guideflow.com: 48
- openadlibrary.com: 43
- aidigital.com: 40
- admetrics.io: 37
- linkedin.com: 31
- madgicx.com: 31

### Pages cited

- https://richads.com/blog/best-native-ad-platforms: 62
- https://smartyads.com/blog/best-native-advertising-platforms: 60
- https://guideflow.com/blog/native-advertising-software: 45
- https://admetrics.io/post/native-ads-platforms: 32
- https://g2.com/categories/native-advertising: 30
- https://www.gane.ai/index/gtm/marketing/native-and-content-advertising/enterprise: 29
- https://madgicx.com/blog/ad-tech-platform-for-native-advertising: 29
- https://aidigital.com/blog/native-advertising-platforms: 28

## The company

Taboola; https://www.taboola.com; New York City, United States; founded 2007; public, TBLA on Nasdaq. From Wikidata, fetched 2026-09-14.

## In its own words

What Taboola's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Performance advertising technology that delivers measurable outcomes. (https://taboola.com/)
- For: Advertisers (https://taboola.com/)
- Customers named: eToro, Bosch Home Germany, Hyundai, Lifeboost, Austria Tourism, Segmenta, Mercedes-Benz, Nissan

## What it publishes

Every page taboola.com exposes, read 2026-09-29: 4341 addresses. By kind, pages and the last 90 days:

- blog: 8 pages, 1 in the last 90 days, latest 2026-07-27
- case study: 469 pages, 1 in the last 90 days, latest 2026-08-12
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest 2020-07-08
- conference or event: 2 pages, 0 in the last 90 days, latest undated
- report or ebook: 24 pages, 0 in the last 90 days, latest undated
- template or tool: 11 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 1 pages, 0 in the last 90 days, latest 2025-03-27
- news or press: 936 pages, 3 in the last 90 days, latest 2026-09-23
- Recent: 2026-09-23 news or press: Taboola %e6%8e%a8%e5%87%ba realize id%ef%bc%8c%e8%a7%a3%e6%b1%ba%e8%b3%87%e6%96%99%e7%a2%8e%e7%89%87%e5%8c%96%e6%8c%91%e https://www.taboola.com/press-releases/taboola-%e6%8e%a8%e5%87%ba-realize-id%ef%bc%8c%e8%a7%a3%e6%b1%ba%e8%b3%87%e6%96%99%e7%a2%8e%e7%89%87%e5%8c%96%e6%8c%91%e6%88%b0%e3%80%82-%e5%8a%a9%e6%88%90%e6%95%88%e5%9e%8b%e5%bb%a3%e5%91%8a%e4%b8%bb/
- Recent: 2026-09-22 news or press: Realizeid https://www.taboola.com/press-releases/realizeid/
- Recent: 2026-09-18 news or press: Dianomi https://www.taboola.com/press-releases/dianomi/
- Recent: 2026-08-12 case study: Huffpost uk https://www.taboola.com/resources/case-studies/huffpost-uk
- Recent: 2026-07-27 blog: Increase brand awareness today https://blog.taboola.com/increase-brand-awareness-today/
- Recent: 2026-06-30 case study: Minor hotels https://www.taboola.com/resources/case-studies/minor-hotels

## 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.