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Lightforce

Lightforce

AI Visibility Score and Ranking for

4x4 & Auto Electrical

4x4 & Auto Electrical
Australia
Ranked
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Australian Made driving lights and spotlights from the Lightforce Group.

Lightforce ranks #8 in the AU 4x4 & Auto Electrical AI Visibility Index with a Visibility Score of 13.6/100 — named in 61 of 450 AI answers across 32 of 150 tracked questions, averaging position 2.4 when mentioned.

Found Rank

8

·

new

13.6

Visibility score

61

Appearances

32

Prompts hit, of 10

1

Days seen

2.4

Average position

What's working
Working
1. Ranks near the top when mentioned
When AI names Lightforce, it tends to lead the list — averaging position 2.4 across 61 appearances.
2. Shows up across a spread of questions
Named in 32 of 150 tracked questions (21%), spanning multiple platforms.
3. Strongest on ChatGPT
ChatGPT accounts for the largest share of its 61 appearances (24 of 61).
What could improve
Improve
1. Thin on Google AI Overviews
Only 15 of 61 appearances came from Google AI Overviews — the weakest of the three platforms tracked.
2. Breadth still has room to grow
Named in 32 of 150 questions — room to extend beyond its current question coverage.
3. Visibility score has room to climb
A visibility score of 13.6/100 places it at rank #8 of 19 tracked brands in this vertical.

Where {{BRAND}} sits in {{INDUSTRY}}

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Not every platform agrees.

AI platforms don't agree with each other — here's how {{BRAND}}'s score breaks down, and which one rates it highest.

ChatGPT 16.0% · Perplexity 14.7% · AI Overviews 10.0%

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How it works

The questions shoppers ask. Every day. Every platform.

1. We ask what shoppers ask

150 questions per industry, drawn from real search and AI query data — not questions a brand would write about itself.

2. We ask every day, on every platform.

ChatGPT, Perplexity and Google's AI Overviews. Fourteen consecutive days. Hundreds of answers per industry.

3. We record who gets named.

Every brand mention, its position in the answer, and which platform said it. The Visibility Score is the share of answers a brand appears in. Nothing weighted, nothing modelled.

How every volume is measured

A fixed battery of questions per vertical, asked daily on ChatGPT, Perplexity and Google AI Overviews across the full scan window. Visibility Score is the share of all answers that named the brand. Every population is frozen before scoring, with a documented cut log.

Read the full methodology

Frequently asked questions

What is Lightforce's AI Visibility Score?

Lightforce has an AI Visibility Score of 13.6 in the AU 4x4 & Auto Electrical AI Visibility Index, ranked #8.

How often does AI recommend Lightforce?

Lightforce was named in 61 of 450 AI answers analysed, across 32 tracked questions, averaging position 2.4 when mentioned.

How is the AI Visibility Score calculated?

We asked ChatGPT, Perplexity and Google's AI Overviews the questions Australian 4x4 & auto electrical shoppers actually ask, and tracked how often each brand was named. Full methodology at flux.agency/found/methodology.

Want the full picture?

We'll send your complete Visibility Score breakdown, your average position, and the one thing costing you the most visibility. No charge, no pitch.

Get your brand's score