# Meta Ads vs Vibe.co: which do AI models recommend for video ads, September 2026

GTM AI Recommendation Index, September 2026 Edition, Video advertising. Zero of twelve models named Meta Ads first on the direct prompt; zero named Vibe.co. Page: https://gtm-ai-index.com/marketing/video-advertising/meta-ads-vs-vibe-co/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Meta Ads | 11% | #4 of 9 | 4% | 28 | 11 of 12 |
| Vibe.co | 7% | #5 of 9 | 0% | 28 | 10 of 12 |

## The direct prompt, model by model

- Claude Haiku 4.5: neither first, one named (first choices: StackAdapt) (alternatives: AdRoll ABM, MNTN, Vibe.co, YouTube Ads)
- Gemini 3.5 Flash: neither first, one named (first choices: LinkedIn Campaign Manager, YouTube Ads) (alternatives: MNTN, VISTY, Vibe.co)
- Perplexity Sonar: neither first, one named (first choices: StackAdapt) (alternatives: Demandbase, LinkedIn Campaign Manager, Vibe.co)
- Llama 4 Maverick: neither first, one named (alternatives: Goldcast, Vibe.co)
- Qwen 3.7 Flash: neither first, one named (first choices: LinkedIn Campaign Manager, YouTube Ads via Google Video/PMax campaigns) (alternatives: Meta Ads, Reddit Ads)
- GLM 4.7 FlashX: neither first, one named (first choices: LinkedIn Campaign Manager) (alternatives: Meta Ads, YouTube Ads)
- GPT-5.4 mini: neither named (first choices: LinkedIn Campaign Manager) (alternatives: YouTube Ads)
- Grok 4.1 Fast: neither named (first choices: LinkedIn Campaign Manager) (alternatives: Demandbase CTV, YouTube Ads)
- Mistral Small: neither named (first choices: LinkedIn Video Ads) (alternatives: Vidyard, Wistia, YouTube Ads)
- DeepSeek V4 Flash: neither named (first choices: LinkedIn Campaign Manager) (alternatives: StackAdapt, YouTube Ads)
- Kimi K2: neither named (first choices: LinkedIn Campaign Manager) (alternatives: StackAdapt, YouTube Ads)
- MiniMax M2.5: neither named (first choices: LinkedIn Video Ads) (alternatives: Vidyard, Wistia)

## What the models said about Meta Ads

- "Significant fraud problem: ... Meta earns approximately 10% of its revenue (~$16 billion) from scam ads" (MiniMax M2.5, negative prompt, hard negative)
- "Meta (Facebook & Instagram) and TikTok offer the best combination of low entry costs and high return on investment for most small businesses." (Qwen 3.7 Flash, budget prompt, first choice)
- "Meta (Facebook/Instagram) | Performance, e-commerce | Strong engagement, built-in creative tools, excellent for short-form video" (MiniMax M2.5, comparative prompt, first choice)

## What the models said about Vibe.co

- "My strong recommendation: Start with Vibe.co for its B2B-specific features, account-based targeting capabilities, and mid-market pricing." (GLM 4.7 FlashX, paraphrase prompt, first choice)
- "Vibe.co is the top-rated self-serve option — 100% direct premium inventory, campaigns from $50/day, and built-in incrementality measurement." (Claude Haiku 4.5, comparative prompt, first choice)
- "The Best for Pure Self-Serve & Low Budgets: Vibe.co ... is an outstanding entry point." (Gemini 3.5 Flash, paraphrase prompt, first choice)

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. 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.