Sparkling Frog

What AI says

AI engines have very limited information about Sparkling Frog, a Alcoholic Beverages supplier in hk. Across recent queries the company scored 12 out of 100 (Dark Signal), with the strongest dimension being Identity and Presence at 30 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 4 tested: GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 10 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 25 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.

AI engine breakdown

One row per AI engine. Aggregates identity, sourcing, trust, and verdict queries.

Improvement Roadmap

Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.

1. 1

   Establish a verified LinkedIn profile

   +10 pts

   Create and maintain a verified LinkedIn profile for Sparkling Frog to enhance discoverability. This helps establish credibility and provides a reliable source of information for AI systems.

   Identity & Presence · Low effort

2. 2

   Publish an official website

   +15 pts

   Develop and launch an official website showcasing Sparkling Frog. A dedicated site increases online visibility and provides a foundation for AI data collection.

   Digital Footprint · High effort

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