Raptor Maps vs Ankr

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

Raptor Maps leads in AI visibility (69 vs 33)
Raptor Maps logo

Raptor Maps

ChallengerClimate & Energy

Solar Analytics & Inspection

Raptor Maps is a solar energy analytics company using AI and drone imagery to inspect solar farms, detect panel defects, and optimize energy production. HQ: Boston.

AI VisibilityBeta
Overall Score
B69
Category Rank
#1 of 1
AI Consensus
72%
Trend
up
Per Platform
ChatGPT
64
Perplexity
65
Gemini
61

About

Raptor Maps is a solar energy intelligence company providing AI-powered analytics and inspection services for utility-scale solar farms. Founded in 2015 by MIT engineers, the company processes aerial thermal and RGB imagery captured by drones to identify defective solar panels — cells with hotspots, bypass diode failures, soiling, and other anomalies that reduce energy output — across solar installations that can span thousands of acres and millions of individual panels. Its platform, Solar OS, provides operations and maintenance teams with actionable maintenance prioritization based on the financial impact of each detected defect.

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Ankr logo

Ankr

EmergingWeb3

Multi-Chain RPC Infrastructure

Decentralized Web3 infrastructure with RPC node access across 30+ blockchains; globally distributed nodes reduce latency; premium dedicated nodes for apps needing guaranteed throughput.

AI VisibilityBeta
Overall Score
D33
Category Rank
#1 of 1
AI Consensus
56%
Trend
up
Per Platform
ChatGPT
40
Perplexity
40
Gemini
29

About

Ankr is a Web3 infrastructure platform offering remote procedure call node access to more than 30 blockchain networks through a globally distributed network of nodes run by independent operators. Unlike centralized providers that operate their own data centers exclusively, Ankr's decentralized architecture routes requests across geographically distributed nodes, improving latency for users in regions underserved by US- or EU-centric infrastructure. Its public free-tier RPC endpoints — available for Ethereum, BNB Chain, Polygon, Avalanche, Fantom, and dozens of others — have made Ankr one of the most widely used infrastructure providers in the multi-chain developer ecosystem.

Full profile

AI Visibility Head-to-Head

69
Overall Score
33
#1
Category Rank
#1
72
AI Consensus
56
up
Trend
up
64
ChatGPT
40
65
Perplexity
40
61
Gemini
29
73
Claude
25
69
Grok
40

Capabilities & Ecosystem

Capabilities

Only Raptor Maps
Solar Analytics & Inspection
Only Ankr
Multi-Chain RPC Infrastructure

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