SOCi vs Birdeye
Two of fourteen models named SOCi first on the direct prompt; one named Birdeye. SOCi was named by twelve of the fourteen models and Birdeye by fourteen and SOCi carries 22 labels and Birdeye 39, so the shares are not directly comparable.
Named in four categories this edition.
Named in nine 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 local listings management page.
By framing
SOCiFirst choices, of fourteen modelsBirdeye
Across every category in the November 2026 Edition, SOCi and Birdeye were named in the same answer 102 times, of the 134 answers naming SOCi and the 380 naming Birdeye. In those answers Birdeye took the first choice twenty-one times and SOCi eleven.
Every model, every framing
| 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 | | |
SOCi Birdeye first choice named as an alternative argued againstblank: not namedEach cell is one answer, SOCi on the left and Birdeye on the right.The direct prompt
SOCi first, Birdeye an alternative
2 of 14 modelsBirdeye was named in the answer but not as the choice, or not at all.Birdeye first, SOCi not the choice
1 of 14 modelsSOCi was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
SOCi0%#10 of 12Birdeye0%#11 of 12What the models said about SOCi
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Generally enterprise-oriented with custom pricing and complex workflows. Consider them cautiously” Perplexity Sonar · negative prompt · soft negative
“SOCi (often stylized as SOCi) stands out as the best local listings management platform for a mid-market B2B company” Grok 4.20 · direct prompt · first choice
“I'd recommend starting with SOCi or SEMrush” MiniMax M2.5 · direct prompt · first choice
What the models said about Birdeye
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“113+ BBB complaints in the last three years... High cost per location (from $299/month).” Grok 4.20 · negative prompt · hard negative
“avoid Birdeye, Yext, Surefire Local, 411 Locals, and Thryv” DeepSeek V4 Flash · negative prompt · hard negative
“Avoid Yext, Uberall, and Birdeye at this stage” DeepSeek V4 Flash · paraphrase prompt · hard negative
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.