LinkedIn Campaign Manager vs Vibe.co
Seven of twelve models named LinkedIn Campaign Manager first on the direct prompt; zero named Vibe.co. LinkedIn Campaign Manager was named by nine of the twelve models and Vibe.co by ten and LinkedIn Campaign Manager carries 12 labels and Vibe.co 28, so the shares are not directly comparable.
By LinkedIn, Sunnyvale, United States, founded 2002. Named in eight categories this edition.
Named in two categories this edition.
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; every quote names the model and the prompt it came from. Both figures come from the video advertising page.
By framing
LinkedIn Campaign ManagerFirst choices, of twelve modelsVibe.co
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | | | |||
| Grok 4.1 Fast | | | | |||
| Mistral Small | | |||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | | |||
| MiniMax M2.5 | |
LinkedIn Campaign Manager Vibe.co first choice named as an alternative argued againstblank: not namedEach cell is one answer, LinkedIn Campaign Manager on the left and Vibe.co on the right.The direct prompt
LinkedIn Campaign Manager first, Vibe.co an alternative
7 of 12 modelsVibe.co was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 of 12 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Vibe.co13%#3 of 9LinkedIn Campaign Manager6%#– of 9LinkedIn Campaign Manager15%#3 of 9Vibe.co7%#5 of 9LinkedIn Campaign Manager14%#– of 10Vibe.co7%#4 of 10What the models said about LinkedIn Campaign Manager
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Usually not best for a limited budget because it tends to be expensive, but useful for B2B.” GPT-5.4 mini · budget prompt · soft negative
“If your target audience is highly niche and requires exact title targeting, start with LinkedIn Video Ads.” Gemini 3.5 Flash · direct prompt · first choice
“LinkedIn Ads (primary) + YouTube Ads (awareness) + StackAdapt (programmatic scale)” Kimi K2 · direct prompt · first choice
What the models said about Vibe.co
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“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
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.