One of fourteen models named Meltwater first on the direct prompt; zero named Google Alerts. Meltwater was named by fourteen of the fourteen models and Google Alerts by ten and Meltwater carries 67 labels and Google Alerts 18, so the shares are not directly comparable.
By Meltwater Group, San Francisco, founded 2001. Named in ten categories this edition.
By Google, Mountain View, California, United States, founded 1998. Named in six 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, Meltwater and Google Alerts were named in the same answer forty-four times, of the 341 answers naming Meltwater and the 127 naming Google Alerts. In those answers Google Alerts took the first choice seven times and Meltwater five.
| 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. 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 4.1 Fast · 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Avoid free/low-tier options like Google Alerts for anything beyond casual use—they miss depth” Grok 4.1 Fast · negative prompt · hard negative
“While free, Google Alerts is generally considered too basic for professional PR monitoring.” GLM 4.7 FlashX · negative prompt · hard negative
“basic tools (like Google Alerts and Excel sheets) aren't robust enough” Gemini 3.5 Flash · paraphrase prompt · soft negative
“the best starting point is often free or very low-cost tools like Google Alerts... Test Google Alerts first.” Grok 4.1 Fast · budget 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.