AI SEO desk study · Car insurance, Malaysia ·

We asked five AI assistants which car insurer to choose. They couldn’t agree.

We asked ChatGPT, Gemini, Perplexity, Google AI Mode and Claude which car insurer a Malaysian driver should pick. 177 conversations later, they couldn’t agree.

AI conversations
177
AI assistants
5
Real-world prompts, English and Bahasa Melayu
12
Google AI Overviews
36

Meet our driver. They want comprehensive cover at a fair price – and, above all, a claim that doesn’t turn into a headache.

Our driver
Car
2019 Perodua Myvi
Postcode
Klang Valley
No-claims discount
55% NCD
Renewal
Due next month

It’s one of the most common insurance decisions in Malaysia. And more and more drivers now start it the same way: by asking an AI.

So we did exactly that. We put this driver’s questions to ChatGPT, Gemini, Perplexity, Google AI Mode and Claude – in English and in Bahasa Melayu, three times over – 177 conversations in all. We never named a single brand. Everything below came from the AI.

“Best car insurance Malaysia?”

The opening answers feel reassuringly familiar. A tidy shortlist, a few pros and cons, the usual names: Etiqa, Allianz, Zurich, a takaful option or two.

If you stopped here, you would think AI simply repeats the market’s best-known brands. You would be wrong.

“I drive a 2019 Myvi”

Then our driver shares their details – and a new name walks in.

0 → 60

Perodua Total Protect Plus, the carmaker’s own insurance programme, did not appear in a single opening answer. The moment the AI heard “Myvi”, it started showing up – in 60 of the 177 conversations.

“If I were in your shoes driving a 2019 Myvi in the Klang Valley, I would confidently choose Perodua Total Protect Plus…”

Google AI Mode

The lesson is uncomfortable for anyone tracking AI visibility with generic keywords. The recommendation is shaped by the customer’s situation, not just the question.

“Which one would you go with?”

This is where the five assistants stop sounding alike. Push them for a single answer and each reveals a favourite:

  • Perplexity

    Etiqa

    Leans hard towards Etiqa.

  • Google AI Mode

    Perodua’s own plan

    Backs the carmaker’s programme.

  • ChatGPT

    Allianz

    Usually starts with Allianz – “then compare its final quote against Etiqa before paying”.

  • Gemini

    Allianz or Etiqa

    Splits between the two.

  • Claude

    Often no pick

    Often refuses to pick at all, arguing there is no reliable public data on which insurer is easiest to claim with.

Switch the question to Bahasa Melayu and the winner shifts again. And ask the same assistant the same question in a fresh chat?

13 of 57

On only 13 of 57 prompts did three identical runs land on the same insurer.

“How do I get a quote?”

Here’s the twist. After all that careful weighing-up of insurers, most assistants don’t send our driver to the insurer they just recommended. They send them to a comparison site.

How often did each AI assistant send buyers to a comparison site?Categorical · Snapshot · Getting a quote
How often did each AI assistant send buyers to a comparison site?
AI assistantAnswers naming a comparison site
Gemini89%
Claude89%
Perplexity83%
Google AI Mode58%
ChatGPT0%
  • All answers

Share of conversations where the answer to “How do I get a quote?” names a comparison site.

One name dominates that hand-off: Bjak. The AI builds the shortlist; an aggregator closes the sale. The one exception is ChatGPT, which links straight to the insurers it picks.

So what does this mean if you’re an insurer?

Our driver’s journey raises three questions every insurer should be able to answer:

  1. Do you show up when customers give context – their car, their area, their language?

  2. Are you being chosen, or just listed? Plenty of well-known brands made every shortlist and almost never won.

  3. Where does AI send the customer after it recommends you?

And one more, which surprised us: is the AI even describing you correctly? Several assistants confidently recommended brands that no longer exist.

The cover of the report: Who does AI tell Malaysians to insure their car with?

Free · 19-page PDF

Inside the full report

The 19-page report goes much further than our driver’s story:

  • Eight findings with the full data, by assistant and by language
  • Google’s two AI answers compared – AI Overviews vs AI Mode
  • Where each AI gets its information – the websites they actually cite
  • The facts we checked – what AI got right, what it got wrong and what no one can verify
  • A nine-play AI visibility playbook for insurers, with a scorecard to track your own brand

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