Price · Coverage · Claims — from the filings

The price, the coverage, the claim rules —
all public. Nobody opened them.

Every insurer files three things with your state before it sells you a policy: what it charges, what it covers, and how it pays a claim. One actuary and seven AI machines downloaded 50,889 filings, rebuilt the prices, and read the policies line by line. Every answer shows the filing it came from.

50,889rate filings downloaded
374.8Mnumbers extracted from them
50insurance companies priced — pet, travel, auto
52,208real quote pages captured to check the math

Counted from our own records, updated hourly · Sep 30, 05:19 KST

Every price is free to see. We don't sell insurance.

How it works

From a state filing to your price.

Rate filings are taken apart into tables, run through a calculator and turned into a price for pets, travel and cars
1 · FiledBefore charging anyone, an insurer files its rates and policy with your state. We collect every filing.2 · Taken apartRate tables, rating rules and policy wording, parsed into numbers and sentences.3 · RebuiltEach insurer's price arithmetic, factor by factor — checked against its own quotes to 3 cents.4 · ShownPrice, coverage and claim rules, each with the filing number you can open.

Rate alerts

Know before your premium changes.

Insurers must file rate changes with your state before they charge them. We read every filing and email you when one affects you.

No spam. One email per filing that affects you. Unsubscribe anytime.

Checked, not estimated

We prove the math against real prices.

A price is marked checked only when our formula reproduces the insurer's own quotes to within 3 cents — tested on quotes the formula was never built from, wherever we have enough of them. Anything not checked yet is labeled that way.

13pet insurance companies · 51 states
21travel insurance companies · 51 states
16auto insurance companies · California and Texas
3¢the most a checked price may differ from the insurer's own quote

Counted from our own records · updated hourly · Sep 30, 05:19 KST. Nothing projected.

See every state and company, and how each one was checked →

[Pet] What a quote page won't tell you

The cheapest at age 1 isn't the cheapest over 14 years.

Same dog, same coverage: in more than half the cases, the insurer with the lowest price at age 1 costs more over the pet's life. When it does, the median difference is $2,470.

$2,470

median extra paid over 14 years by choosing the lowest price at age 1 — in 940 of 1,704 comparable cases across 48 states.

New-policy prices at each age from the insurers' filings · $500 deductible · 80% · $5,000 a year · renewal pricing may differ.

$52
$146.62
Most statesNew York

One travel plan · age 45 · $3,000 trip · 10 days · France.

[Travel] Your state matters

Same plan. Same trip. Nearly 3× the price.

Travel insurance is priced by the state you live in, not the airport you leave from. The plan didn't change — your home state's filing did. You buy under the state where you live, so we price every plan with that state's filing, never a national average.

[Auto] California

Same driver. Same car. Same street. 3× apart.

Across 4,976 driver profiles in California's own premium survey, the highest insurer's price is typically about three times the lowest. We rebuilt each insurer's price from its filed rate manual — and matched the state's numbers to the dollar.

3.02×

median gap between the highest and lowest of 8+ insurers for the same profile. In 97.8% of profiles, prices differ by at least 2×.

Source: California Department of Insurance 2026 premium survey, 270 areas. Profiles counted where at least 8 insurers are reproduced within $1.

How we work

One actuary. A fleet of AI.
Seven ordinary computers.

No data-entry team, no offshore office. One credentialed actuary directs AI that finds, reads, rebuilds and checks every filing, around the clock. Here is the line every price goes through — and who does each step.

1

Find

Search SERFF, state by state, for every pet, travel and auto rate filing.

338,272filings listed in the state index — what there is to downloadMachines 2–6
2

Download

Pull the rate manuals, actuarial memos and forms behind each one.

50,889filings downloaded so farMachines 2–6
3

Take apart

Parse every PDF and spreadsheet into tables, factors and rules.

374.8Mnumbers read out of the downloaded filingsMachine 1
4

Rebuild

Turn the tables back into each insurer's pricing formula, step by step.

50insurance companies with a working formula — pet, travel, autoMachine 1 + the actuary
5

Check

Test each formula against real quotes it was not built from.

52,208real quote pages captured to test againstMachine 7 captures · 1 checks
6

Serve

Run the formulas on our server. Your browser only ever sees the final price.

51states and D.C. pricedMachine 1 + cloud
7

Watch

Re-read the filing index for rate changes; email the people they affect.

820filing companies in our archive — insurers and program managersMachines 2–6 → 1
Inner loop · 4 ⇄ 5 — rebuild, check, fix, repeat, until the formula reproduces held-out quotes within 3 cents — the same rule behind every “checked” label on the site.
Outer loop · 7 → 1 — when an insurer files a new rate, the machines find it, download it, take it apart and send it back through the inner loop.
1 actuarySangmin Kwon, ASA — decides what to rebuild and signs off every formula.
Machine 1The calculating desk: takes filings apart, rebuilds and checks formulas, serves prices.
Machines 2–6Five ordinary PCs that find and download filings around the clock.
Machine 7A MacBook that captures quotes from insurers' public quote pages for the check.
One person at a desk; documents rise from surrounding computers into a unicorn constellation
1person. Sangmin Kwon, ASA — 25 years in insurance.
5 daysfrom “download everything” on Sept 24 to checked prices: pet and travel in all 51 states, auto in California and Texas.
50,889rate filings downloaded since Sept 19 — every one logged with where and when it came from.
See the progress, day by dayAbout the actuary

For insurers

Know what competitors filed — and what it does to price.

Rate changes, factor by factor, rebuilt into prices you can compare against your own.

  • Rate-change alertsNew filings in your lines and states, summarized
  • Competitor price gridsFiled rates turned into comparable prices
  • Filing-to-price reconciliationEvery cell tied to its SERFF number
Sangmin Kwon, ASA
“I spent 25 years inside insurers. The answers were always in the filings — nobody was reading them for you.”
Sangmin Kwon, ASA · Founder · Associate of the Society of Actuaries since 2014 · 25 years in insurance · About →

Questions

Do you sell insurance?

No. K.Actuary is not an insurance agency, broker or insurer. We show prices rebuilt from public filings; when you're ready, you buy directly from the insurer.

Where do the prices come from?

From the rate filings insurers submit to state insurance regulators, most of them through the SERFF system. Each price on our site shows the filing number it came from.

How accurate are they?

We test every formula against the insurer's own quotes, held back from the build wherever we have enough of them. A price is marked checked only when it matches to within 3 cents; anything else is labeled as not checked yet, never passed off as exact. Open “ƒ Formula” on any price to see every factor and the filing it came from.

Where do the coverage and claim answers come from?

From the policy form the insurer filed with your state — for pet and travel today, auto next. We read each policy in full, answer the coverage questions and the claim rules, and show the exact sentence each answer rests on. Where a policy isn't linked yet we say “not read yet” — never “not covered”. The policy you receive is what counts.

Will my price be exactly this?

It can differ. Insurers may apply underwriting, discounts or fees outside the filing, and filings change. Treat our number as the filed price, and confirm with the insurer.

Do you need my email or phone number?

Not to see prices — every price is free to see without contact details. We ask for an email address only if you sign up for rate alerts; then we keep your email, state and the lines you picked, and write when a filing affects you. Unsubscribe anytime.

How do you make money?

Comparing prices is free for you. We plan to offer data services to insurers. If we ever receive compensation that could affect what you see, we will disclose it on our Disclosures page.

What does your state's filing say?

Takes about a minute. Pick what you want to insure.