Zero of fourteen models named Visualping first on the direct prompt; zero named Owler. Visualping was named by eleven of the fourteen models and Owler by eleven and Visualping carries 17 labels and Owler 18, so the shares are not directly comparable.
Named in three categories this edition.
Named in two 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 competitive intelligence tools page.
Across every category in the October 2026 Edition, Visualping and Owler were named in the same answer twenty-eight times, of the 99 answers naming Visualping and the 54 naming Owler. In those answers Owler took the first choice four times and Visualping 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 | OW | |||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | OW | |||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | OW | |||||
| 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. Three of three in this category shown.
“some tiers of Owler, Visualping, or Google Alerts) are not full CI tools” Qwen 3.7 Flash · negative prompt · soft negative
“the best single starting tool is usually Visualping if your main need is tracking changes on competitors’ websites” Perplexity Sonar · budget prompt · first choice
“Top Recommendation: Visualping (Free tier; paid from ~$10-14/month)” Grok 4.1 Fast · budget 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.
“Tools that provide raw firmographic data, news feeds, or web changes (e.g., some tiers of Owler, Visualping, or Google Alerts) are not full CI tools.” Qwen 3.7 Flash · negative prompt · soft negative
“Owler is often recommended as the best option for businesses with slim sales budgets” Mistral Small · budget prompt · first choice
“if you need broader competitive intelligence beyond just SEO, Owler might be better suited for small businesses” MiniMax M2.5 · budget prompt · alternative
“Owler's core product – daily competitive news digests delivered to your inbox – is free and remarkably useful” Muse Glimmer 30B · budget 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.