One of fourteen models named Otterly first on the direct prompt; six named Peec AI. Otterly was named by thirteen of the fourteen models and Peec AI by fourteen and Otterly carries 36 labels and Peec AI 40, so the shares are not directly comparable.
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 AI visibility and answer engine tracking tools page.
Across every category in the October 2026 Edition, Otterly and Peec AI were named in the same answer fifty-six times, of the 103 answers naming Otterly and the 93 naming Peec AI. In those answers Peec AI took the first choice nine times and Otterly twelve.
| 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. Five of six in this category shown.
“OtterlyAI (~$29-49/month) The concern: "A mirror, not a GPS"... weak actionable recommendations” Kimi K2 · negative prompt · soft negative
“General Red Flags Across Many Tools (e.g., Otterly.ai, Peec AI, Scrunch, Geneo, Rankscale):” Grok 4.20 · negative prompt · soft negative
“Otterly AI at $29/month or Rankscale AI at $20/month offer the best value, with Otterly AI being particularly attractive due to its quick implementation” Claude Haiku 4.5 · budget prompt · first choice
“Otterly AI at $29/mo is the practical minimum viable option for daily, multi-engine AI visibility tracking” Muse Glimmer 30B · budget prompt · first choice
“the best AI visibility and answer engine tracking tool for a mid-market B2B company is Otterly.AI” GLM 4.7 FlashX · direct 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.
“General Red Flags Across Many Tools (e.g., Otterly.ai, Peec AI, Scrunch, Geneo, Rankscale):” Grok 4.20 · negative prompt · soft negative
“The concern: Restrictive limits - 25-prompt Starter limit is restrictive” Kimi K2 · negative prompt · soft negative
“Peec AI only tracks three answer engines in baseline plans” Claude Haiku 4.5 · negative prompt · soft negative
“Choose Peec AI if you want a more affordable, marketer-friendly starter that still monitors ChatGPT, Perplexity, Gemini and other answer engines” Muse Glimmer 30B · direct prompt · first choice
“Start with SE Visible at $99/month ... or Peec AI if you prefer more hands-on control and broader engine coverage” Kimi K2 · paraphrase prompt · first choice
“If you want an affordable, standalone tool that your whole team can easily use: Go with Peec AI.” Gemini 3.5 Flash · paraphrase 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.