Zero of fourteen models named Semrush Content Marketing Platform first on the direct prompt; zero named Contently. Both were named by all fourteen models and Semrush Content Marketing Platform carries 30 labels and Contently 33, so the shares are not directly comparable.
By Semrush, Boston, United States, founded 2008. Named in one category 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 content marketing platforms page.
Across every category in the October 2026 Edition, Semrush Content Marketing Platform and Contently were named in the same answer thirty-five times, of the 72 answers naming Semrush Content Marketing Platform and the 98 naming Contently. In those answers Contently took the first choice zero times and Semrush Content Marketing Platform zero.
| 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 | ||||||
| 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.
“Certain all-in-one platforms like HubSpot or Semrush are powerful but come with steep learning curves and premium pricing, making them less suitable for small teams or solo marketers.” Mistral Small · negative prompt · soft negative
“Plans start at $119.95/month (but offers discounts)” MiniMax M2.5 · budget prompt · soft negative
“ClickUp and Semrush Content Toolkit are especially worth evaluating first” Mistral Small · paraphrase prompt · first choice
“I'd recommend ClickUp or Semrush Content Toolkit as your primary choices” MiniMax M2.5 · paraphrase prompt · first choice
“Semrush - Supports SEO and content programs with keyword opportunities, competitive positioning, site performance trends” Llama 4 Maverick · direct prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Pricing is custom-quoted and often starts at £20K–£100K+/year — likely overkill unless you have enterprise-level budget.” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Enterprise-grade tools like Contently, Optimizely, or Kapost cost thousands of dollars a year.” Gemini 3.5 Flash · budget prompt · soft negative
“High cost and opaque pricing; 3–6 month onboarding; total cost can run $90K–$1M+/year” GLM 4.7 FlashX · comparative prompt · soft negative
“would be Contentoo, CoSchedule, or Contently” Llama 4 Maverick · paraphrase prompt · first choice
“Positioned as best all-in-one content marketing platform for managing editorial calendars... All-in-one content marketing operations \u2192 Contently.” Muse Glimmer 30B · comparative prompt · alternative
“Specifically mentioned as well-suited for mid-market firms looking to outsource their content department.” MiniMax M2.5 · direct 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.