Zero of fourteen models named Uberall first on the direct prompt; one named Birdeye. Both were named by all fourteen models and Uberall carries 48 labels and Birdeye 39, so the shares are not directly comparable.
Berlin, Germany, founded 2013. 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.
Across every category in the November 2026 Edition, Uberall and Birdeye were named in the same answer 105 times, of the 165 answers naming Uberall and the 380 naming Birdeye. In those answers Birdeye took the first choice seven times and Uberall nine.
| 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. Six of seven in this category shown.
“Requires a 25-location minimum, eliminates it for most small businesses.” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid enterprise platforms like Yext or Uberall.” Gemini 3.5 Flash · budget prompt · hard negative
“Avoid Yext, Uberall, and Birdeye at this stage” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Yext and Uberall both position their products for multi-location brands, with bulk updates, publisher networks, duplicate suppression, and enterprise workflows.” GPT-5.4 mini · scale prompt · first choice
“Uberall — Better-rated for enterprise, real-time API sync (though pricey for small businesses).” DeepSeek V4 Flash · negative prompt · first choice
“Safer starting points: Look at Uberall (strong challenger with lower negatives)” Grok 4.20 · negative prompt · first choice
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.