Two of fourteen models named Birdeye first on the direct prompt; five named Trustpilot. Birdeye was named by fourteen of the fourteen models and Trustpilot by thirteen and Birdeye carries 51 labels and Trustpilot 23, so the shares are not directly comparable.
Named in nine categories this edition.
Copenhagen, Denmark, founded 2007. Named in four 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 review and reputation management page.
Across every category in the November 2026 Edition, Birdeye and Trustpilot were named in the same answer fifty-eight times, of the 380 answers naming Birdeye and the 86 naming Trustpilot. In those answers Trustpilot took the first choice eight times and Birdeye sixteen.
| 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.
“Other Options to Avoid on a Tight Budget - Birdeye and Podium: ... pricing is custom/quote-based and typically higher” Grok 4.20 · budget prompt · hard negative
“Birdeye: Strong all-in-one for review generation, management, and analytics. Excellent for multi-location; AI features and high user ratings (~4.7/5 on Capterra). Good for scaling teams.” Grok 4.20 · scale prompt · first choice
“Birdeye is described as an AI review and reputation platform with listings and messaging... positioned as best for multi-location enterprise with a unified CX suite” Muse Glimmer 30B · comparative prompt · first choice
“Choose Birdeye if: You manage 10+ locations and need an all-in-one solution with listings, messaging, and AI features.” GLM 4.7 FlashX · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Useful in some industries, but evaluate it carefully if you need broad review-management functionality. Full response and management capabilities may require paid plans, and its fees can be high.” Perplexity Sonar · negative prompt · soft negative
“a combination of G2 (for marketplace visibility) + Trustpilot (for brand credibility) provides the strongest coverage” MiniMax M2.5 · direct prompt · first choice
“Need industry-recognized social proof for procurement and partner trust → Trustpilot is the dominant B2B standard.” Muse Glimmer 30B · direct prompt · first choice
“Best Overall for Brand Credibility: Trustpilot ... Trustpilot is the global standard for B2B trust.” Qwen 3.7 Flash · direct 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.