One of fourteen models named Semrush AI PR Toolkit first on the direct prompt; one named Meltwater. Semrush AI PR Toolkit was named by thirteen of the fourteen models and Meltwater by fourteen and Semrush AI PR Toolkit carries 45 labels and Meltwater 67, so the shares are not directly comparable.
By Semrush, Boston, United States, founded 2008. Named in one category this edition.
By Meltwater Group, San Francisco, founded 2001. Named in ten 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 PR and media monitoring page.
Across every category in the October 2026 Edition, Semrush AI PR Toolkit and Meltwater were named in the same answer eighty times, of the 98 answers naming Semrush AI PR Toolkit and the 341 naming Meltwater. In those answers Meltwater took the first choice nine times and Semrush AI PR Toolkit eighteen.
| 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 five in this category shown.
“another strong choice, but it is notably more expensive, starting around $258–$369/month” Perplexity Sonar · budget prompt · soft negative
“I'd recommend Prowly (now enhanced as part of Semrush's AI PR Toolkit) as a strong, balanced choice” Grok 4.20 · paraphrase prompt · first choice
“you're in the sweet spot for platforms like Meltwater, Agility, or Prowly” DeepSeek V4 Flash · scale prompt · first choice
“The best PR and media monitoring platform for a company with a limited budget is Prowly” Llama 4 Maverick · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“one of the most frequently criticized platforms in the PR community... The "Relentless" Sales Culture... The Auto-Renewal Trap” Gemini 3.5 Flash · negative prompt · hard negative
“Why to avoid: ... Many users feel it is "overpriced" and that it offers "no semblance of quality monitoring results"” GLM 4.7 FlashX · negative prompt · hard negative
“Avoid for mid-market: Enterprise heavies like Meltwater/Cision (powerful but pricey, $10K+/month, overkill” Grok 4.20 · direct prompt · hard negative
“Choose Meltwater if you need the broadest coverage, AI visibility tracking, and comprehensive media intelligence across all channels” Kimi K2 · comparative prompt · first choice
“Meltwater leads the category conversation and owns breadth, integrated intelligence, and crisis-monitoring credibility.” Claude Haiku 4.5 · comparative prompt · first choice
“Meltwater: Strong on global media intelligence and analytics; best for media-heavy organizations” Qwen 3.7 Flash · scale 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.