MGID vs Taboola
Zero of fourteen models named MGID first on the direct prompt; zero named Taboola. Both were named by all fourteen models and MGID carries 43 labels and Taboola 69, so the shares are not directly comparable.
Named in three categories this edition.
New York City, United States, founded 2007. Named in five 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 native and content advertising page.
By framing
MGIDFirst choices, of fourteen modelsTaboola
Across every category in the November 2026 Edition, MGID and Taboola were named in the same answer 116 times, of the 130 answers naming MGID and the 221 naming Taboola. In those answers Taboola took the first choice seventeen times and MGID twenty-seven.
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 4.20 | | | | | | |
| 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 | | | | | |
MGID Taboola first choice named as an alternative argued againstblank: not namedEach cell is one answer, MGID on the left and Taboola on the right.The direct prompt
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 14 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
Taboola16%#3 of 10MGID0%#9 of 10What the models said about MGID
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Frequently cited as an arbitrage platform with low-quality publisher mix.” GLM 4.7 FlashX · negative prompt · hard negative
“These smaller networks carry elevated invalid traffic baselines” Kimi K2 · negative prompt · hard negative
“appear in "top lists" but have scattered complaints about traffic quality or stricter policies—treat them as mid-tier with due diligence” Grok 4.20 · negative prompt · soft negative
“MGID stands out as the best native advertising platform for companies with a limited budget.” Grok 4.20 · budget prompt · first choice
“MGID is likely the best starting point for a company with a limited budget.” Perplexity Sonar · budget prompt · first choice
“or MGID for a mainstream self-serve native network with a $100 minimum deposit” Muse Glimmer 30B · budget prompt · first choice
What the models said about Taboola
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Multiple sources highlight Taboola as a platform with significant concerns, including a high negative share in AI model recommendations and a reputation for low-quality or "clickbait" placements.” Mistral Small · negative prompt · hard negative
“Avoid: Taboola, Outbrain, RevContent, and MGID unless you have strong controls and optimization processes.” GLM 4.7 FlashX · negative prompt · hard negative
“The two are repeatedly called out for low-intent, curiosity-driven traffic and poor transparency.” Muse Glimmer 30B · negative prompt · hard negative
“Content recommendation networks (often called "the duopoly" of native advertising)... Both are leaders in personalized content recommendations” Mistral Small · comparative prompt · first choice
“Prioritize established, premium options like Taboola, Outbrain, TripleLift, Nativo, Yahoo Advertising, or StackAdapt” Grok 4.20 · negative prompt · first choice
“Taboola and Outbrain dominate the content recommendation space with massive reach and premium publisher networks” GLM 4.7 FlashX · comparative 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.