Zero of fourteen models named Teads first on the direct prompt; zero named Sharethrough. Teads was named by fourteen of the fourteen models and Sharethrough by ten and Teads carries 74 labels and Sharethrough 15, so the shares are not directly comparable.
By Q28872999, New York City, United States, founded 2005. Named in four categories this edition.
Named in one category 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 native and content advertising page.
Across every category in the October 2026 Edition, Teads and Sharethrough were named in the same answer forty-four times, of the 198 answers naming Teads and the 47 naming Sharethrough. In those answers Sharethrough took the first choice three times and Teads nine.
| 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 | SH | |||||
| 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. Five of six in this category shown.
“Avoid the "big two" (Taboola/Outbrain)” Kimi K2 · budget prompt · hard negative
“be very careful reading Taboola or Outbrain agreements. They historically include aggressive exclusivity clauses and auto-renewal traps.” Gemini 3.5 Flash · negative prompt · soft negative
“Reputable alternatives (fewer complaints): Outbrain, Taboola (with controls), Sharethrough.” Grok 4.1 Fast · negative prompt · first choice
“Best for: Performance marketing, content-driven brands, premium publisher environments” Kimi K2 · comparative prompt · first choice
“Choose Taboola or Outbrain if you want scale and mainstream publisher reach” Perplexity Sonar · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“prioritize platforms like StackAdapt (omnichannel) or Sharethrough (brand-safe in-feed) per recent analyses” Grok 4.1 Fast · scale prompt · first choice
“Leverage TripleLift or Sharethrough to dynamically transform standard assets into native formats” Gemini 3.5 Flash · comparative prompt · alternative
“If your goal is premium brand perception and engagement, consider Sharethrough or Nativo.” Qwen 3.7 Flash · comparative prompt · alternative
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.