# Birdeye vs BrightLocal: which do AI models recommend for reviews, October 2026

GTM AI Recommendation Index, October 2026 Edition, Review and reputation management. Four of fourteen models named Birdeye first on the direct prompt; zero named BrightLocal. Page: https://gtm-ai-index.com/marketing/review-and-reputation-management/birdeye-vs-brightlocal/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Birdeye | 18% | #1 of 9 | 18% | 49 | 14 of 14 |
| BrightLocal | 2% | #4 of 9 | 0% | 14 | 10 of 14 |

## The direct prompt, model by model

- Grok 4.1 Fast: birdeye first (first choices: Birdeye) (alternatives: Podium, ReviewTrackers, Trustpilot, Yotpo)
- DeepSeek V4 Flash: birdeye first (first choices: Birdeye) (alternatives: Grade.us, Reputation, Yext)
- Qwen 3.7 Flash: birdeye first (first choices: Birdeye, Pulse) (alternatives: Reviewflowz, TrustRadius, TrustSpot)
- MiniMax M2.5: birdeye first (first choices: Birdeye, Podium) (alternatives: Capterra, G2 Buyer Intent, Grade.us, Reputation)
- GPT-5.4 mini: neither first, one named (first choices: G2 Buyer Intent) (alternatives: Birdeye, Reputation)
- Gemini 3.5 Flash: neither first, one named (first choices: Reviewflowz) (alternatives: Birdeye, HiFiveStar, Sprout Social, Trustpilot)
- Perplexity Sonar: neither first, one named (first choices: Reputation) (alternatives: Birdeye, Reviewflowz)
- GPT-6 Luna: neither first, one named (first choices: G2 Buyer Intent) (alternatives: Birdeye, Reputation)
- Muse Glimmer 30B: neither first, one named (first choices: ReviewTrackers) (alternatives: Birdeye, G2 Marketing Solutions, Podium, Trustpilot)
- Claude Haiku 4.5: neither named (first choices: G2 Buyer Intent) (alternatives: Capterra, Clutch, Reviewflowz, TrustRadius)
- Mistral Small: neither named (first choices: Bazaarvoice, ReviewTrackers) (alternatives: Grade.us, Podium)
- Llama 4 Maverick: neither named (first choices: Bazaarvoice, Grade.us, ReviewTrackers)
- Kimi K2: neither named (first choices: ReviewTrackers) (alternatives: G2 Marketing Solutions, Reviewflowz)
- GLM 4.7 FlashX: neither named (first choices: ReviewTrackers) (alternatives: Capterra, G2 Buyer Intent)

## What the models said about Birdeye

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.