Raptor Maps vs NiSource

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

NiSource leads in AI visibility (94 vs 69)
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.

Full profile
NiSource logo

NiSource

LeaderEnergy & Utilities

Enterprise

Merrillville IN regulated utility (NYSE: NI) at $5.5B 2024 revenue; $19.4B 2025-2029 capex plan for 8-10% rate base growth with Columbia Gas/NIPSCO brands and net-zero 2040 target competing with Atmos Energy for gas utility.

AI VisibilityBeta
Overall Score
A94
Category Rank
#158 of 290
AI Consensus
77%
Trend
stable
Per Platform
ChatGPT
90
Perplexity
95
Gemini
91

About

NiSource Inc. is a Merrillville, Indiana-based fully regulated utility company — publicly traded on the New York Stock Exchange (NYSE: NI) as an S&P 500 component — serving approximately 3.3 million natural gas customers and 500,000 electric customers across six states (Indiana, Kentucky, Maryland, Ohio, Pennsylvania, and Virginia) through its Columbia Gas brands and the NIPSCO (Northern Indiana Public Service Company) electric utility. NiSource employs approximately 7,700 people and operates through nearly 60,000 miles of natural gas pipeline and distribution infrastructure. In fiscal year 2024, NiSource reported operating revenues of $5.5 billion and net income of $739.7 million ($1.62 EPS), up from $661.7 million in 2023. NiSource provided 2025 non-GAAP adjusted EPS guidance of $1.85-$1.89 and announced an increased $19.4 billion capital expenditure plan for 2025-2029 targeting 8-10% rate base growth and 6-8% EPS annual growth. NiSource is committed to a net-zero emissions target by 2040, has reduced greenhouse gas emissions by approximately 72% from 2005 levels, and is on track to retire 100% of its coal assets by 2028, replacing them with utility-scale solar and renewable energy.

Full profile

AI Visibility Head-to-Head

69
Overall Score
94
#1
Category Rank
#158
72
AI Consensus
77
up
Trend
stable
64
ChatGPT
90
65
Perplexity
95
61
Gemini
91
73
Claude
99
69
Grok
97

Key Details

Category
Solar Analytics & Inspection
Enterprise
Tier
Challenger
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Raptor Maps
Solar Analytics & Inspection

Integrations

Only NiSource
NiSource is classified as company.

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.