One of fourteen models named Google Ads first on the direct prompt; one named Skai. Both were named by all fourteen models and Google Ads carries 46 labels and Skai 34, so the shares are not directly comparable.
By Google, Mountain View, California, United States, founded 1998. Named in fourteen 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 fourteen 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 search and social advertising platforms page.
Across every category in the November 2026 Edition, Google Ads and Skai were named in the same answer forty times, of the 229 answers naming Google Ads and the 182 naming Skai. In those answers Skai took the first choice eight times and Google Ads twelve.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Most reviewers indicate account and payment issues include frequent suspensions, unauthorized charges, difficult refunds, and limited customer assistance” Claude Haiku 4.5 · negative prompt · soft negative
“Use Google Ads and Meta Ads Manager directly... These native tools optimize campaigns, bidding, and placements automatically without charging management fees.” Gemini 3.5 Flash · budget prompt · first choice
“Google Ads and Meta Ads Manager top the list of best paid ads management platforms for small business, since neither charges a software fee” Claude Haiku 4.5 · budget prompt · first choice
“Meta Ads Manager and Google Ads are the most accessible for beginners, with the lowest barrier to entry and scalable budgeting.” MiniMax M2.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Avoid initially: Optmyzr, Marin, Smartly, Skai, and similar platforms” Perplexity Sonar · budget prompt · hard negative
“Unlike competitors like Marin or Skai, which can require hundreds of dollars per month per account and complex setups” Qwen 3.7 Flash · direct prompt · soft negative
“It may be overkill or too complex for smaller advertisers or those with simpler needs.” Mistral Small · negative prompt · soft negative
“Skai is a strong example. It sits above multiple publishers and lets teams manage paid search, paid social, and retail media in one system.” GPT-5.4 mini · comparative prompt · first choice
“Guideflow notes Skai as best for enterprise paid search teams and for large cross-channel programs with retail media needs” Muse Glimmer 30B · comparative prompt · first choice
“I'd generally recommend Skai if you want a single platform that can manage both paid search and paid social well” GPT-5.4 mini · 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.