Two of fourteen models named Birdeye first on the direct prompt; zero named ReviewTrackers. Birdeye was named by fourteen of the fourteen models and ReviewTrackers by ten and Birdeye carries 51 labels and ReviewTrackers 17, so the shares are not directly comparable.
Named in nine categories 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 review and reputation management page.
Across every category in the November 2026 Edition, Birdeye and ReviewTrackers were named in the same answer fifty-seven times, of the 380 answers naming Birdeye and the 58 naming ReviewTrackers. In those answers ReviewTrackers took the first choice three times and Birdeye twenty-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 4.20 | ||||||
| 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. Three of four in this category shown.
“Platforms like Birdeye, GatherUp, and ReviewTrackers are built for multi-location enterprise.” DeepSeek V4 Flash · scale prompt · first choice
“Legitimate, well-reviewed tools in the space include Birdeye, Podium, ReviewTrackers, GatherUp, Chatmeter, Widewail, Broadly, and Hootsuite.” DeepSeek V4 Flash · negative prompt · alternative
“Focuses on monitoring, alerts, and reporting across 200+ sites. Popular for sentiment analysis and enterprise compliance.” Grok 4.20 · scale 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.