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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Vibe.co | 7% | #5 of 9 | 0% | 28 | 10 of 12 |
| TikTok Ads | 7% | #6 of 9 | 30% | 33 | 12 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)
- 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)
- Qwen 3.7 Flash: neither named (first choices: LinkedIn Campaign Manager, YouTube Ads via Google Video/PMax campaigns) (alternatives: Meta Ads, Reddit Ads)
- Kimi K2: neither named (first choices: LinkedIn Campaign Manager) (alternatives: StackAdapt, YouTube Ads)
- GLM 4.7 FlashX: neither named (first choices: LinkedIn Campaign Manager) (alternatives: Meta Ads, YouTube Ads)
- MiniMax M2.5: neither named (first choices: LinkedIn Video Ads) (alternatives: Vidyard, Wistia)

## 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)

## What the models said about TikTok Ads

- "High IVT rates ... strict policies leading to frequent account bans/suspensions ... complaints of funds withheld" (Grok 4.1 Fast, negative prompt, hard negative)
- "Fraudulent Advertisers: Similar issues to Meta, with many scammers posing as legitimate brands" (GLM 4.7 FlashX, negative prompt, hard negative)
- "Meta (Facebook & Instagram) and TikTok offer the best combination of low entry costs and high return on investment" (Qwen 3.7 Flash, budget prompt, first choice)
- "For the absolute most limited budget, start with TikTok for its lowest entry costs and highest engagement rates" (Kimi K2, budget prompt, first choice)
- "For your size, self-serve platforms like Meta/Google scale well initially, with programmatic for advanced needs." (Grok 4.1 Fast, scale 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.