Fat Tire Cycles
US · Retail · fattirecycles.com
Last refreshed 2026-05-22
Based on 3 AI engines across 1 buyer language.
Dimension breakdown
How AI engines perceive Fat Tire Cycles across the five Signal dimensions.
Weight 30%
Weight 20%
Weight 20%
Weight 15%
Weight 15%
What AI says
AI engines have very limited information about Fat Tire Cycles, a Retail supplier in us. Across recent queries the company scored 11 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 70 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 3 tested AI engines (GPT-4o mini, Claude Haiku, deepseek-chat) returned substantive information about the company, even when queried by name, category, or domain. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 0 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 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.
| AI Engine | Found | Sentiment | Rating | Products mentioned | Certifications |
|---|---|---|---|---|---|
| GPT-4o mini | 0 / 1 | not found | — | None | None |
| Claude Haiku | 0 / 1 | not found | — | None | None |
| DeepSeek | 0 / 1 | not found | — | None | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Create Google Business Profile and claim existing listings
+18 ptsFat Tire Cycles does not appear in LLM search results despite having digital presence. Register or claim the Google Business Profile, verify on Apple Maps and Yelp, and ensure NAP (name, address, phone) consistency across directories. This makes the company discoverable to AI engines and buyers searching locally.
Identity & PresenceLow effort
- 2
Add structured product schema markup to website
+16 ptsImplement JSON-LD schema (Schema.org Product type) on your website listing specific bike models, components, and price ranges. This allows AI systems to extract and surface product details rather than returning no product information. Tag at least 5-10 core offerings.
Product ClarityMedium effort
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