Two of fourteen models named Semrush AI PR Toolkit first on the direct prompt; two named Agility PR Solutions. Semrush AI PR Toolkit was named by fourteen of the fourteen models and Agility PR Solutions by thirteen and Semrush AI PR Toolkit carries 46 labels and Agility PR Solutions 30, 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 PR and media monitoring page.
Across every category in the November 2026 Edition, Semrush AI PR Toolkit and Agility PR Solutions were named in the same answer twenty-six times, of the 103 answers naming Semrush AI PR Toolkit and the 58 naming Agility PR Solutions. In those answers Agility PR Solutions took the first choice one time and Semrush AI PR Toolkit three.
| 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. Six of eight in this category shown.
“better suited to outreach and lighter monitoring than comprehensive broadcast or enterprise intelligence” Perplexity Sonar · negative prompt · soft negative
“Prowly (~$258/month) are better for social-heavy or outreach-focused teams but may exceed tight budgets” Grok 4.20 · budget prompt · soft negative
“Cons: More expensive; monitoring alone isn't as strong as dedicated tools” Kimi K2 · budget prompt · soft negative
“I'd recommend starting with Prowly or Agility as they hit the sweet spot of enterprise-level features with mid-market pricing” MiniMax M2.5 · direct prompt · first choice
“recommend Semrush AI PR Toolkit (formerly Prowly) as the best overall fit” Perplexity Sonar · paraphrase prompt · first choice
“Best value for a small company: Semrush AI PR Toolkit Pro” GPT-6 Luna · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Verdict: Avoid unless you can negotiate iron-clad data accuracy guarantees and flexible exit terms.” Kimi K2 · negative prompt · hard negative
“it appears less commonly favored than Muck Rack or Meltwater for mid-market use” GPT-5.4 mini · direct prompt · soft negative
“Limited traditional media monitoring and mention caps on lower pricing plans.” Claude Haiku 4.5 · negative prompt · soft negative
“I'd recommend starting with Prowly or Agility as they hit the sweet spot of enterprise-level features with mid-market pricing” MiniMax M2.5 · direct prompt · first choice
“Agility PR Solutions is specifically recommended for mid-market teams.” Claude Haiku 4.5 · direct prompt · first choice
“Agility PR Solutions is repeatedly listed as ideal for "organizations and PR teams that require a wide breadth of monitoring sources"” Muse Glimmer 30B · 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.