Spangle vs Grok

Side-by-side comparison of AI visibility scores, market position, and capabilities

Grok leads in AI visibility (49 vs 37)

Spangle

EmergingE-commerce

AI Retail Personalization

Seattle-based AI retail personalization company raised Series A led by NewRoad Capital in Jan 2026; $21M total; provides real-time product recommendations and dynamic catalog layout optimization for mid-market and enterprise retailers.

AI VisibilityBeta
Overall Score
D37
Category Rank
#1 of 1
AI Consensus
66%
Trend
up
Per Platform
ChatGPT
36
Perplexity
43
Gemini
28

About

Spangle is a Seattle-based AI retail personalization company that provides real-time product recommendations and dynamic catalog layout optimization for online retailers. The company raised a Series A round led by NewRoad Capital in January 2026, with Madrona Venture Group and DNX Ventures also participating, bringing total funding to $21 million.

Full profile

Grok

ChallengerAI & Machine Learning

AI Assistant

AI assistant by xAI (Elon Musk); Grok 3 topped reasoning benchmarks in Feb 2025; 1M+ paying subscribers in week one; real-time X post access; distributed via X Premium; xAI valued at $24B.

AI VisibilityBeta
Overall Score
C49
Category Rank
#4 of 4
AI Consensus
59%
Trend
up
Per Platform
ChatGPT
43
Perplexity
49
Gemini
51

About

Grok is the AI assistant developed by xAI, Elon Musk's AI company founded in 2023, and distributed primarily through X (formerly Twitter). Grok launched in November 2023 as an X Premium perk, with the notable differentiator of real-time access to X posts and a less restricted, more direct conversational style. Grok 3, released in February 2025, achieved top scores on the AIME math reasoning benchmark and ARC-AGI test, briefly positioning xAI as a frontier model lab.

Full profile

AI Visibility Head-to-Head

37
Overall Score
49
#1
Category Rank
#4
66
AI Consensus
59
up
Trend
up
36
ChatGPT
43
43
Perplexity
49
28
Gemini
51
34
Claude
42
31
Grok
59

Capabilities & Ecosystem

Capabilities

Only Spangle
AI Retail Personalization
Only Grok
AI Assistant
Grok is classified as product (part of xAI).

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