# Moz Local vs Whitespark: which do AI models recommend for local listings, October 2026

GTM AI Recommendation Index, October 2026 Edition, Local listings management. Zero of fourteen models named Moz Local first on the direct prompt; zero named Whitespark. Page: https://gtm-ai-index.com/marketing/local-listings-management/moz-local-vs-whitespark/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Moz Local | 20% | #2 of 10 | 17% | 48 | 13 of 14 |
| Whitespark | 4% | #6 of 10 | 17% | 18 | 9 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: neither first, one named (first choices: Semrush Local) (alternatives: BrightLocal, Synup, Whitespark)
- Grok 4.1 Fast: neither first, one named (first choices: BrightLocal) (alternatives: Moz Local, Synup, Yext)
- Mistral Small: neither first, one named (first choices: Birdeye, Yext) (alternatives: Moz Local, Synup)
- Llama 4 Maverick: neither first, one named (first choices: BrightLocal Track, Synup) (alternatives: Birdeye, Moz Local, Yext)
- Claude Haiku 4.5: neither named (first choices: Yext) (alternatives: Birdeye, BrightLocal, SOCi, Synup)
- GPT-5.4 mini: neither named (first choices: Yext) (alternatives: Uberall)
- Perplexity Sonar: neither named (first choices: Synup) (alternatives: BrightLocal, Semrush Listing Management, Uberall, Yext)
- DeepSeek V4 Flash: neither named (first choices: BrightLocal) (alternatives: Semrush Local, Synup, Uberall)
- Qwen 3.7 Flash: neither named (first choices: Synup) (alternatives: BrightLocal, Uberall)
- Kimi K2: neither named (first choices: BrightLocal) (alternatives: SOCi, Semrush Listing Management, Synup)
- GLM 4.7 FlashX: neither named (first choices: BrightLocal) (alternatives: LocaliQ, Semrush Local, Yext)
- MiniMax M2.5: neither named (first choices: BrightLocal) (alternatives: Synup, Yext)
- GPT-6 Luna: neither named (first choices: BrightLocal) (alternatives: Yext)
- Muse Glimmer 30B: neither named (first choices: BrightLocal, Synup) (alternatives: Semrush Listing Management)

## What the models said about Moz Local

- "Moz Local does not cover as many secondary directories as competitors... Acceptable for very simple needs, but insufficient for multi-location" (Qwen 3.7 Flash, negative prompt, soft negative)
- "Outdated technology compared to direct-API solutions like Yext; lacks modern engagement features" (Qwen 3.7 Flash, comparative prompt, soft negative)
- "too simplistic for multi-location B2B needs (no deep rank tracking or competitor analysis)" (DeepSeek V4 Flash, paraphrase prompt, soft negative)
- "Moz Local is the strongest default choice because it is consistently described as one of the cheapest credible paid options" (Perplexity Sonar, budget prompt, first choice)
- "The best local listings management platform for a company with a limited budget is Moz Local, which starts at $14/month" (Llama 4 Maverick, budget prompt, first choice)
- "look for monthly, non-contract tools like BrightLocal or Moz Local, which are a fraction of the cost" (Gemini 3.5 Flash, negative prompt, first choice)

## What the models said about Whitespark

- ""BrightLocal and Whitespark are okay, but they toss you into a lot of really low quality, trashy directories."" (Muse Glimmer 30B, negative prompt, soft negative)
- "limited features beyond ranking/reporting, so it may not be enough if you need full listings governance" (Perplexity Sonar, negative prompt, soft negative)
- "Not a full listings management platform — more of a specialized citation tool." (DeepSeek V4 Flash, comparative prompt, soft negative)
- "The Best "One-Time Fee" Option: Whitespark ... It is the most cost-effective way to get a clean, highly authoritative listing footprint without a recurring software bill." (Gemini 3.5 Flash, budget prompt, first choice)
- "Whitespark stands out as one of the most affordable local listings management platforms, with entry-level pricing as low as $1/month" (Grok 4.1 Fast, budget prompt, first choice)
- "Select tools like Whitespark or BrightLocal build listings manually and give you full ownership of the accounts" (Gemini 3.5 Flash, negative prompt, alternative)

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.