Four of fourteen models named Birdeye first on the direct prompt; one named Podium. Both were named by all fourteen models and Birdeye carries 49 labels and Podium 38, so the shares are not directly comparable.
Named in eight categories this edition.
Lehi, United States, founded 2013. 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 review and reputation management page.
Across every category in the October 2026 Edition, Birdeye and Podium were named in the same answer 101 times, of the 316 answers naming Birdeye and the 126 naming Podium. In those answers Podium took the first choice one time and Birdeye twenty-three.
| 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. Five of six in this category shown.
“Platforms to AVOID if You Have a Limited Budget ... Birdeye and Podium” Gemini 3.5 Flash · budget prompt · hard negative
“Stay away from Podium and Birdeye if budget is a concern” DeepSeek V4 Flash · budget prompt · hard negative
“AI-powered "agentic" platform – AI agents execute complex workflows across reviews, listings, messaging, surveys, and competitor analysis at scale” Kimi K2 · comparative prompt · first choice
“Differentiator: Most comprehensive unified CX suite with deep AI automation capabilities; scales from 5 to 500+ locations” DeepSeek V4 Flash · comparative prompt · first choice
“Best for enterprise/multi-location businesses... highest-rated for scale; Birdeye leads with AI agents/workflows” Grok 4.1 Fast · comparative 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.
“Platforms to AVOID if You Have a Limited Budget ... Birdeye and Podium” Gemini 3.5 Flash · budget prompt · hard negative
“Stay away from Podium and Birdeye if budget is a concern” DeepSeek V4 Flash · budget prompt · hard negative
“I'd scrutinize the contract and cancellation terms... BBB pages show recurring customer complaints about renewals, cancellation, billing, and support” GPT-6 Luna · negative prompt · soft negative
“I'd recommend starting with Birdeye or Podium as they balance features with mid-market pricing” MiniMax M2.5 · direct prompt · first choice
“Prioritize platforms with transparent pricing (e.g., Birch, SOCi, Podium \u2014 though even these deserve scrutiny)” DeepSeek V4 Flash · negative prompt · alternative
“I'd lean toward Podium instead if your main goal is simple review generation and customer communication” GPT-5.4 mini · paraphrase 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.