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Finance Medium #claim-probability#tail-risk

Insurance Claim Probability

Most policies never claim. A few claim catastrophically. The fat tail justifies coverage.

A free, animated insurance claim probability you can read here or embed on any website, from Scrollchart.

Insurance Claim Probability

Annual Claim Probability DistributionMost policies never claim. A few claim catastrophically. The fat tail is what insurance is for.62%$015%$1-50011%$0.5-2k6%$2-5k3.5%$5-15k1.6%$15-50k0.7%$50-200k0.2%$200k+Catastrophic tail (~2.5% of policies, claims that ruin households)Expected annual loss~$3300small mean, huge variance

A long-tailed distribution of annual claim values: zero or small for the vast majority, catastrophic for a tiny minority. The expected loss is small, but the variance is what insurance addresses.

Good for

  • Insurance basics articles
  • Tail-risk education
  • Self-insure-vs-insure decision content

Source & accuracy

This insurance claim probability is an editorial illustration built to represent the concept accurately. Where it shows figures, they are typical or representative values chosen to make the relationship clear, not a single underlying dataset. The diagram and its explainer are reviewed and maintained centrally, and updated over time as understanding improves.

Why catastrophic claims justify coverage despite low frequency

Most insurance policies never pay a claim. Auto insurance customers in low-accident demographics might go 20+ years without filing. Home insurance holders might have zero claims in a 30-year mortgage. The modal outcome is 'nothing happens, you paid premiums for nothing', and this is correct.

Insurance economics relies on the fat tail: rare but devastating events that would bankrupt individuals. A house fire or car total loss costs $300,000. A liability judgment costs millions. These low-probability, high-consequence events justify the cost of coverage even when the statistical expected value is negative (premiums exceed average payout).

The asymmetric bet that insurance protects against

Insurance is backward from investment logic. You pay a premium expecting not to break even (insurers are profitable). The value comes not from financial return, but from converting a small probable cost (premiums) into protection against an impossible-to-absorb catastrophe.

Self-insuring works only for individuals rich enough to absorb worst-case loss without hardship. A billionaire might skip car insurance because $100k deductibles are inconsequential. A middle-class household cannot absorb a $500k liability judgment or total loss without insurance shifting that risk.

Embed this diagram

Add this animated insurance claim probability to your own site. Copy one line of HTML, or use the embed builder for theme and sizing options.

Reference

What this is
A free, embeddable, animated insurance claim probability for any website.
Who uses it
Personal-finance blogs.
How to embed
Copy one line of HTML. No signup. No watermark. Works in WordPress, Webflow, Ghost, Substack, plain HTML.
File size
iframe embed, ~80 KB gzipped (loads on demand, does not block your page paint).
License
Free forever. Editorial explainer text included; updated centrally over time.

Embed format options

Copy the universal HTML snippet, the WordPress shortcode, or an iframe fallback - see the WordPress plugin page for details. Any format keeps the same Core Web Vitals profile and the same explainer text.

Embed snippet
<div data-scrollchart="claim-probability-curve" data-scrollchart-v="1"></div>
<script src="https://scrollchart.com/embed.js" async></script>

Frequently asked questions

Where can I get a free animated "Insurance Claim Probability" for my website?
Scrollchart provides "Insurance Claim Probability" as a free, embeddable animated diagram you can add to any website with one line of HTML. No signup is required and there is no watermark. The diagram and its explainer text are served from scrollchart.com, so the embed stays current without any maintenance on your end.
How do I add a insurance claim probability to a finance or business article?
Copy the embed snippet from the Scrollchart page for this diagram and paste it anywhere in your article HTML. It is compatible with WordPress, Webflow, Ghost, Substack, and static HTML pages. No account or API key is needed.