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已分析URL

https://dmv-iq.com

分析另一个URL

AI-Ready评分

66 / C

一般

/ 100

Token节省量

HTML Token 182.955
Markdown Token 990
节省 99%

评分详情

语义化HTML 69/100
内容效率 43/100
AI可发现性 55/100
结构化数据 100/100
可访问性 82/100

新兴协议

已检测到 0/3

AI代理查找的well-known端点。检测到意味着代理可以自动发现并连接到您的服务。

  • OAuth Discovery RFC 8414
    /.well-known/oauth-authorization-server
  • MCP Server Card Anthropic
    /.well-known/mcp.json
  • A2A Agent Card Google
    /.well-known/agent.json

您的页面实际内容与总HTML的比率较低。页面重量的大部分是标记、脚本或样式而非内容。

如何实施

将CSS移至外部样式表,删除内联样式,最小化JavaScript,确保HTML专注于内容结构。

您的网站不支持Markdown for Agents。此Cloudflare标准允许AI代理以markdown格式请求内容,减少约80%的令牌使用。

如何实施

实现以下一项或多项:(1) 使用markdown内容响应Accept: text/markdown。(2) 提供.md URL(例如/page.md)。(3) 添加<link rel="alternate" type="text/markdown">标签。(4) 添加Link HTTP标头用于markdown发现。

{\n res.setHeader('Vary', 'Accept');\n res.setHeader('Link', '; rel=\"alternate\"; type=\"text/markdown\"');\n if ((req.headers.accept || '').includes('text/markdown')) {\n res.type('text/markdown; charset=utf-8');\n return res.send(renderMarkdown('page'));\n }\n res.render('page');\n});"},{"id":"fastify","label":"Fastify","language":"javascript","filename":"server.js","code":"// Mechanisms 1 + 4: content negotiation + Link header\nfastify.get('/page', async (req, reply) => {\n reply.header('Vary', 'Accept');\n reply.header('Link', '; rel=\"alternate\"; type=\"text/markdown\"');\n if ((req.headers.accept || '').includes('text/markdown')) {\n return reply.type('text/markdown; charset=utf-8').send(renderMarkdown('page'));\n }\n return reply.view('/page.ejs');\n});"},{"id":"nextjs","label":"Next.js","language":"typescript","filename":"app/page/route.ts","code":"// Next.js App Router — Route Handler returning Markdown\nimport { NextRequest } from 'next/server';\nimport { renderMarkdown } from '@/lib/md';\nexport async function GET(req: NextRequest) {\n const accept = req.headers.get('accept') || '';\n if (accept.includes('text/markdown')) {\n return new Response(await renderMarkdown('page'), {\n headers: {\n 'Content-Type': 'text/markdown; charset=utf-8',\n 'Vary': 'Accept',\n },\n });\n }\n // Fall through to the page component\n return new Response(null, { status: 404 });\n}"},{"id":"wordpress","label":"WordPress","language":"php","filename":"functions.php","code":"post_content));\n exit;\n});"},{"id":"static","label":"Hugo / Jekyll / Astro","language":"txt","filename":"static/page.md","code":"# Mechanism 2: serve .md alongside .html\n# Hugo: place page.md in /static/ — built unchanged\n# Jekyll: drop page.md in /assets/ — copied as-is\n# Astro: src/pages/page.md.ts that exports a GET returning markdown\n\n# Then advertise with mechanism 3 in :\n# "}] }'>

未找到Content-Signal指令。这些指令告知AI代理如何使用您的内容(搜索索引、AI输入、训练数据)。推荐位置是robots.txt。

如何实施

将Content-Signal添加到您的robots.txt:User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no。也可以作为markdown响应的HTTP标头添加。

{\n res.setHeader('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n next();\n});\n\n// Fastify\nfastify.addHook('onSend', (request, reply, payload, done) => {\n reply.header('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n done();\n});"}] }'>

许多元素具有内联样式属性。这些会为提取内容的AI代理增加噪声。

如何实施

将所有内联样式移至样式表中的CSS类。如需大量独特样式,使用Tailwind等实用CSS框架。

您的页面大量依赖<div>元素。<section>、<nav>、<header>、<footer>和<aside>等语义元素为AI代理提供有意义的结构。

如何实施

将通用<div>容器替换为适当的语义元素。对主题分组使用<section>,导航使用<nav>,页面/区块的头部和底部使用<header>/<footer>。

部分图片缺少描述性alt属性。良好的alt属性帮助AI代理理解图片内容和上下文。

如何实施

为所有图片添加描述性alt属性。描述图片展示的内容,而不仅仅是「图片」或「照片」。装饰性图片使用alt=""(空值)。

您的页面大于推荐值。大页面对AI代理来说处理更慢、成本更高。

如何实施

通过压缩HTML、延迟加载非关键脚本和删除未使用CSS来优化页面大小。

您的HTML页面比推荐值更重。大页面需要AI代理更长的处理时间,消耗更多Token。

如何实施

通过删除未使用的代码、压缩HTML和延迟加载非关键内容来减少HTML大小。

Markdown Token: 990
## Free DMV practice tests that tell you when you're ready to pass.

Master every road rule with state-specific practice tests and a real-time Readiness Score that tracks your progress until you're 100% prepared.

All 50 statesIQ Readiness Score™Your IQ Readiness Score™ (0–100%) measures how ready you are to pass. It tracks 6 dimensions — memory stability, test performance, content coverage, recent accuracy, difficulty mastery, and reaction speed.Test-day simulations100% free to start

## Master the road rules in half the time.

Most study guides are just endless lists. DMV IQ uses spaced repetition to identify your specific blind spots and resurface tricky questions until they become second nature. It's the smartest way to ensure you never miss the same question twice.

See what learning looks like

### Real DMV questions. Instant feedback.

Every question includes a detailed explanation and hints, so you understand not just the correct answer, but why it's correct.

Correct!

A green light means you may proceed, not that you're guaranteed safe passage. Stale green lights can turn yellow at any moment, and cross-traffic may run their red. Slowing slightly and covering the brake gives you time to react — this defensive approach is what the DMV expects.

## Everything you need to pass

Built for speed. Designed for results.

### Your state, your rules

Every state has different laws. DMV IQ gives you questions written from your state's official handbook — not generic quizzes.

### Car, CDL, and motorcycle

All three vehicle types, all 50 states, one place. No jumping between apps.

### Hints that teach, not give away

Stuck? Every question has a contextual hint to help you reason toward the answer, plus a detailed explanation after.

### Track every category

See your accuracy by topic — road signs, right of way, speed limits, and more. Know exactly which chapters need more work before your Readiness Score hits 100%.

### Practice tests that feel real

Timed tests, scored like the real exam, with the same number of questions your state requires.

### Free to start

Jump in with any state. No account, no email, no signup required to begin practicing.

## DMV test guides

Practical tips and answers to the questions we hear most.

[View all guides →](https://dmv-iq.com/blog/)

## Good questions to have

Here are the ones we hear most.

**Is DMV IQ actually free to use?**

###

Yes. You can start practicing for any state immediately with no credit card or account required. Pro features like the Exam Simulator and full Readiness Score tracking are available with an optional upgrade.

**How many questions are on the your state's DMV test?**

###

It varies by state — most have between 20 and 50 questions, with a passing score between 70% and 80%. DMV IQ automatically matches your practice tests to your state's real exam format — same question count, same passing threshold — so there are no surprises on test day.

**How does the Readiness Score predict my success?**

###

Your Readiness Score isn't just a percentage — it's a predictive algorithm that analyzes your recent accuracy, spaced repetition mastery, content coverage, difficulty progression, and memory stability. Rather than counting questions answered, it measures how likely you are to pass. When it hits 80%, you're statistically ready.

**Are these real 2026 DMV exam questions?**

###

Yes. We cross-reference every question with the latest official state handbooks to ensure they match the logic and phrasing of the real exam. Our question bank is regularly updated, and every question includes a detailed explanation so you understand the reasoning — not just the answer.

**Can I practice for the CDL or motorcycle test too?**

###

Yes. DMV IQ covers all three vehicle types — car, CDL (Commercial Driver's License), and motorcycle — for all 50 states. CDL practice includes general knowledge, air brakes, HazMat, and other endorsement topics. Motorcycle practice covers state-specific riding laws and safety.

**What if I fail my DMV written test?**

###

If you fail, most states let you retake the test within a few days. DMV IQ helps you identify exactly which topics caused you to fail and creates a focused study plan so you're fully prepared for your retake. Check your state's specific retake policy for wait times and fees.

**What makes DMV IQ better than just reading the handbook?**

###

The handbook is 100+ pages of dense text. DMV IQ distills it into the questions that actually appear on the test — saving you hours of reading. With spaced repetition, interactive practice, and intelligent models that target your weak spots, you learn faster and retain more.
[Skip to content](https://dmv-iq.com/#main-content)

![](https://dmv-iq.com/images/people/person-8.webp)

![](https://dmv-iq.com/images/people/person-3.webp)

![](https://dmv-iq.com/images/people/person-4.webp)

![](https://dmv-iq.com/images/people/person-6.webp)

![](https://dmv-iq.com/images/people/person-1.webp)

![](https://dmv-iq.com/images/people/person-5.webp)

![](https://dmv-iq.com/images/people/person-2.webp)

![](https://dmv-iq.com/images/people/person-7.webp)

![](https://dmv-iq.com/images/people/person-8.webp)

![](https://dmv-iq.com/images/people/person-3.webp)

![](https://dmv-iq.com/images/people/person-1.webp)

# Free DMV practice tests that tell you when you're ready to pass.

Master every road rule with state-specific practice tests and a real-time Readiness Score that tracks your progress until you're 100% prepared.

CarMotorcycleCDL

Class AClass BClass C

Start Practicing →

All 50 statesIQ Readiness Score™Your IQ Readiness Score™ (0–100%) measures how ready you are to pass. It tracks 6 dimensions — memory stability, test performance, content coverage, recent accuracy, difficulty mastery, and reaction speed.Test-day simulations100% free to start

![](https://dmv-iq.com/images/people/person-4.webp)

![](https://dmv-iq.com/images/people/person-5.webp)

![](https://dmv-iq.com/images/people/person-2.webp)

## Master the road rules in half the time.

Most study guides are just endless lists. DMV IQ uses spaced repetition to identify your specific blind spots and resurface tricky questions until they become second nature. It's the smartest way to ensure you never miss the same question twice.

![](https://dmv-iq.com/images/turns-intersections/approaching-intersection-green-light.webp)

When approaching an intersection with a green light, you should:

A.Maintain speed - you have the right-of-way

B.Speed up to get through quickly

C.Stop and then proceed

D.Slow down and be ready to stop if the light changes

![](https://dmv-iq.com/images/turns-intersections/make-a-u-turn-safely.webp)

To make a U-turn safely, you need:

A.Any amount of space

B.Only to check behind you

C.Just a traffic signal

D.Good visibility in both directions and enough space

![](https://dmv-iq.com/images/turns-intersections/making-a-right-turn.webp)

When making a right turn, you should:

A.Swing wide to the left before turning

B.Turn from the right lane into the right lane

C.Turn into the left lane

D.Turn from any lane into any lane

![](https://dmv-iq.com/images/right-of-way/school-bus-with-yellow-flashing-lights.webp)

A school bus with yellow flashing lights means:

A.You may pass the bus

B.Children are not present

C.The bus is in motion

D.The bus is preparing to stop - slow down

![](https://dmv-iq.com/images/turns-intersections/enter-an-intersection.webp)

You may enter an intersection when:

A.You can completely cross before the light changes

B.Other vehicles have entered

C.The light is green

D.You're turning left

See what learning looks like

### Real DMV questions. Instant feedback.

Every question includes a detailed explanation and hints, so you understand not just the correct answer, but why it's correct.

Correct!

A green light means you may proceed, not that you're guaranteed safe passage. Stale green lights can turn yellow at any moment, and cross-traffic may run their red. Slowing slightly and covering the brake gives you time to react — this defensive approach is what the DMV expects.

Correct!

A green light means you may proceed, not that you're guaranteed safe passage. Stale green lights can turn yellow at any moment, and cross-traffic may run their red. Slowing slightly and covering the brake gives you time to react — this defensive approach is what the DMV expects.

## Know exactly when you're ready

The IQ Readiness Score™ measures six dimensions of test readiness and estimates your probability of passing the real DMV exam.

[See Plans & Pricing](https://dmv-iq.com/pricing/)Starting at $7.99 · 48-hour money-back guarantee

Unlocked with Pro

6-dimension analysisSee exactly where you're strong and where you need work — coverage, accuracy, speed, and more.

Personalized study pathThe system finds your weakest topics and builds a focused plan so you study what matters most.

Pass probabilityKnow your real chances of passing before you walk in. No guessing.

Weak topic recoveryQuestions you miss come back automatically until you've truly learned them.

## Free DMV practice tests by state

[Alabama](https://dmv-iq.com/alabama-dmv-practice-test/)[Alaska](https://dmv-iq.com/alaska-dmv-practice-test/)[Arizona](https://dmv-iq.com/arizona-dmv-practice-test/)[Arkansas](https://dmv-iq.com/arkansas-dmv-practice-test/)[California](https://dmv-iq.com/california-dmv-practice-test/)[Colorado](https://dmv-iq.com/colorado-dmv-practice-test/)[Connecticut](https://dmv-iq.com/connecticut-dmv-practice-test/)[District of Columbia](https://dmv-iq.com/district-of-columbia-dmv-practice-test/)[Delaware](https://dmv-iq.com/delaware-dmv-practice-test/)[Florida](https://dmv-iq.com/florida-dmv-practice-test/)[Georgia](https://dmv-iq.com/georgia-dmv-practice-test/)[Hawaii](https://dmv-iq.com/hawaii-dmv-practice-test/)[Idaho](https://dmv-iq.com/idaho-dmv-practice-test/)[Illinois](https://dmv-iq.com/illinois-dmv-practice-test/)[Indiana](https://dmv-iq.com/indiana-dmv-practice-test/)[Iowa](https://dmv-iq.com/iowa-dmv-practice-test/)[Kansas](https://dmv-iq.com/kansas-dmv-practice-test/)[Kentucky](https://dmv-iq.com/kentucky-dmv-practice-test/)[Louisiana](https://dmv-iq.com/louisiana-dmv-practice-test/)[Maine](https://dmv-iq.com/maine-dmv-practice-test/)[Maryland](https://dmv-iq.com/maryland-dmv-practice-test/)[Massachusetts](https://dmv-iq.com/massachusetts-dmv-practice-test/)[Michigan](https://dmv-iq.com/michigan-dmv-practice-test/)[Minnesota](https://dmv-iq.com/minnesota-dmv-practice-test/)[Mississippi](https://dmv-iq.com/mississippi-dmv-practice-test/)[Missouri](https://dmv-iq.com/missouri-dmv-practice-test/)[Montana](https://dmv-iq.com/montana-dmv-practice-test/)[Nebraska](https://dmv-iq.com/nebraska-dmv-practice-test/)[Nevada](https://dmv-iq.com/nevada-dmv-practice-test/)[New Hampshire](https://dmv-iq.com/new-hampshire-dmv-practice-test/)[New Jersey](https://dmv-iq.com/new-jersey-dmv-practice-test/)[New Mexico](https://dmv-iq.com/new-mexico-dmv-practice-test/)[New York](https://dmv-iq.com/new-york-dmv-practice-test/)[North Carolina](https://dmv-iq.com/north-carolina-dmv-practice-test/)[North Dakota](https://dmv-iq.com/north-dakota-dmv-practice-test/)[Ohio](https://dmv-iq.com/ohio-dmv-practice-test/)[Oklahoma](https://dmv-iq.com/oklahoma-dmv-practice-test/)[Oregon](https://dmv-iq.com/oregon-dmv-practice-test/)[Pennsylvania](https://dmv-iq.com/pennsylvania-dmv-practice-test/)[Rhode Island](https://dmv-iq.com/rhode-island-dmv-practice-test/)[South Carolina](https://dmv-iq.com/south-carolina-dmv-practice-test/)[South Dakota](https://dmv-iq.com/south-dakota-dmv-practice-test/)[Tennessee](https://dmv-iq.com/tennessee-dmv-practice-test/)[Texas](https://dmv-iq.com/texas-dmv-practice-test/)[Utah](https://dmv-iq.com/utah-dmv-practice-test/)[Vermont](https://dmv-iq.com/vermont-dmv-practice-test/)[Virginia](https://dmv-iq.com/virginia-dmv-practice-test/)[Washington](https://dmv-iq.com/washington-dmv-practice-test/)[West Virginia](https://dmv-iq.com/west-virginia-dmv-practice-test/)[Wisconsin](https://dmv-iq.com/wisconsin-dmv-practice-test/)[Wyoming](https://dmv-iq.com/wyoming-dmv-practice-test/)

[

### Car / Permit Test

-   3,000+ exam-like questions
-   13 categories · All 50 states
-   Rules, signs, safety & more

Start free tests ›

](https://dmv-iq.com/car-permit-test/)[

### CDL Practice Test

-   2,600+ exam-like questions
-   General knowledge + all endorsements
-   Air brakes, HazMat, tanker & more

Start free tests ›

](https://dmv-iq.com/cdl-practice-test/)[

### Motorcycle Permit Test

-   1,600+ exam-like questions
-   7 categories · All 50 states
-   Control, safety & state-specific laws

Start free tests ›

](https://dmv-iq.com/motorcycle-permit-test/)

## Everything you need to pass

Built for speed. Designed for results.

### Your state, your rules

Every state has different laws. DMV IQ gives you questions written from your state's official handbook — not generic quizzes.

### Car, CDL, and motorcycle

All three vehicle types, all 50 states, one place. No jumping between apps.

### Hints that teach, not give away

Stuck? Every question has a contextual hint to help you reason toward the answer, plus a detailed explanation after.

### Track every category

See your accuracy by topic — road signs, right of way, speed limits, and more. Know exactly which chapters need more work before your Readiness Score hits 100%.

### Practice tests that feel real

Timed tests, scored like the real exam, with the same number of questions your state requires.

### Free to start

Jump in with any state. No account, no email, no signup required to begin practicing.

## DMV test guides

Practical tips and answers to the questions we hear most.

[

![How to Pass Your DMV Written Test on the First Try](https://dmv-iq.com/blog/how-to-pass-dmv-test.webp)

Test Prep### How to Pass Your DMV Written Test on the First Try

Proven strategies and study tips to help you walk into the DMV confident and walk out with your permit.

6 min read→

](https://dmv-iq.com/blog/how-to-pass-dmv-test/)[

![The 25 Most Missed DMV Test Questions](https://dmv-iq.com/blog/most-missed-dmv-questions.webp)

Test Prep### The 25 Most Missed DMV Test Questions

These questions trip up the most test-takers. Review each one with explanations so you don't repeat their mistakes.

8 min read→

](https://dmv-iq.com/blog/most-missed-dmv-questions/)[

![How Many Questions Are on the DMV Test? (Every State)](https://dmv-iq.com/blog/how-many-questions-on-dmv-test.webp)

Test Prep### How Many Questions Are on the DMV Test? (Every State)

Every state has different rules. Find your state's exact question count, passing score, and time limit.

5 min read→

](https://dmv-iq.com/blog/how-many-questions-on-dmv-test/)

[View all guides →](https://dmv-iq.com/blog/)

## Good questions to have

Here are the ones we hear most.

**Is DMV IQ actually free to use?**

###

Yes. You can start practicing for any state immediately with no credit card or account required. Pro features like the Exam Simulator and full Readiness Score tracking are available with an optional upgrade.

**How many questions are on the your state's DMV test?**

###

It varies by state — most have between 20 and 50 questions, with a passing score between 70% and 80%. DMV IQ automatically matches your practice tests to your state's real exam format — same question count, same passing threshold — so there are no surprises on test day.

**How does the Readiness Score predict my success?**

###

Your Readiness Score isn't just a percentage — it's a predictive algorithm that analyzes your recent accuracy, spaced repetition mastery, content coverage, difficulty progression, and memory stability. Rather than counting questions answered, it measures how likely you are to pass. When it hits 80%, you're statistically ready.

**Are these real 2026 DMV exam questions?**

###

Yes. We cross-reference every question with the latest official state handbooks to ensure they match the logic and phrasing of the real exam. Our question bank is regularly updated, and every question includes a detailed explanation so you understand the reasoning — not just the answer.

**Can I practice for the CDL or motorcycle test too?**

###

Yes. DMV IQ covers all three vehicle types — car, CDL (Commercial Driver's License), and motorcycle — for all 50 states. CDL practice includes general knowledge, air brakes, HazMat, and other endorsement topics. Motorcycle practice covers state-specific riding laws and safety.

**What if I fail my DMV written test?**

###

If you fail, most states let you retake the test within a few days. DMV IQ helps you identify exactly which topics caused you to fail and creates a focused study plan so you're fully prepared for your retake. Check your state's specific retake policy for wait times and fees.

**What makes DMV IQ better than just reading the handbook?**

###

The handbook is 100+ pages of dense text. DMV IQ distills it into the questions that actually appear on the test — saving you hours of reading. With spaced repetition, interactive practice, and intelligent models that target your weak spots, you learn faster and retain more.

[Failed your test? Here's how to pass next time →](https://dmv-iq.com/failed-dmv-test/)

Free DMV Practice Tests 2026 - All 50 States | DMV IQ

将此文件上传到服务器的/index.md,以便AI代理可以访问页面的干净版本。您也可以配置Accept: text/markdown内容协商以自动提供。

我们的建议

下载llms.txt
# DMV IQ

> Free DMV practice tests and permit test prep for all 50 states. 10,500+ questions for car, CDL, and motorcycle with instant feedback and detailed explanations. Updated April 2026.

## Main
- [Free DMV Practice Tests 2026 - All 50 States | DMV IQ](https://dmv-iq.com): Free DMV practice tests and permit test prep for all 50 states. 10,500+ questions for car, CDL, and motorcycle with ins…
- [Pricing](https://dmv-iq.com/pricing/)
- [About](https://dmv-iq.com/about/)
- [DMV IQ](https://dmv-iq.com/)
- [Our Method](https://dmv-iq.com/our-method/)
- [Car / DMV](https://dmv-iq.com/car-permit-test/)
- [Motorcycle](https://dmv-iq.com/motorcycle-permit-test/)
- [CDL](https://dmv-iq.com/cdl-practice-test/)
- [Road Signs](https://dmv-iq.com/road-signs/)
- [My Account](https://dmv-iq.com/account/)
- [Driver Tools](https://dmv-iq.com/tools/)

## Blog
- [How to Pass the DMV Test](https://dmv-iq.com/blog/how-to-pass-dmv-test/)
- [Most Missed Questions](https://dmv-iq.com/blog/most-missed-dmv-questions/)
- [What to Bring to the DMV](https://dmv-iq.com/blog/what-to-bring-to-dmv/)

## Legal
- [Privacy Policy](https://dmv-iq.com/privacy/)
- [Terms of Service](https://dmv-iq.com/terms/)
- [Cookie Settings](https://dmv-iq.com/cookie-settings/)

## Support
- [Contact](https://dmv-iq.com/contact/)

完整llms.txt需要全域分析(即将推出)

将此文件上传到域名根目录的https://dmv-iq.com/llms.txt。ChatGPT、Claude和Perplexity等AI代理会检查此文件以了解您的网站结构。

该网站已有llms.txt文件。

格式有效
# DMV IQ — LLM Context File

> DMV IQ (https://dmv-iq.com) is a US driving test prep platform covering all 50 states + DC.
> Built by Oddly Sunny Apps. Contact: [email protected]

## What DMV IQ Is

DMV IQ helps users prepare for their state's written driving knowledge exam (DMV, DPS, BMV — terminology varies by state). It covers three vehicle types:

- **Car (Class D/E)** — Standard driver's license / learner's permit
- **CDL (Class A/B/C)** — Commercial Driver's License for trucks, buses, and hazmat vehicles
- **Motorcycle (Class M)** — Motorcycle endorsement / permit

The platform provides 38,547+ practice questions sourced from official state Driver Handbooks and current statutes. Every question includes a hint, a brief explanation, and a detailed explanation with handbook references.

## Content & Methodology

### Question Bank
- 38,547 questions total: 16,874 Car, 12,738 CDL, 8,935 Motorcycle
- Covers all 50 US states + District of Columbia
- State-specific questions reflect each state's unique driving laws
- Universal questions cover topics common across all states
- Difficulty distribution: 43.2% Easy, 43.7% Medium, 13.1% Hard
- 100% of questions have hints and detailed explanations
- Available in English, Spanish, and Chinese
- Each state's content is verified against the official state DMV handbook; verification dates are listed per state in llms-full.txt

### Learning Science
DMV IQ is built on three evidence-based learning principles:

1. **Active Recall** — Every interaction is a question, forcing retrieval practice rather than passive re-reading.
2. **Spaced Repetition (FSRS-5)** — Questions the user gets wrong resurface at scientifically optimal intervals.
3. **IQ Readiness Score** — A proprietary 0-200 score that estimates pass probability.

### Question Categories

**Car (13 categories):** Road Rules, Safety, Defensive Driving, Road Signs, Distractions Impairment, General Knowledge, Vehicle Safety, Traffic Signals, Turns Intersections, Sharing Road, Adverse Weather, Right Of Way, Passing Lane Changes

**CDL (9 categories):** CDL General Knowledge, CDL Driving, CDL Air Brakes, CDL Hazmat, CDL Cargo, CDL Combination Vehicles, CDL Pre Trip Inspection, CDL Passenger, CDL Safety

**Motorcycle (7 categories):** Motorcycle Safety, Motorcycle Hazards, Motorcycle Control, Motorcycle Licensing, Motorcycle Visibility, Motorcycle Handling, Motorcycle Passengers

## LLM Usage Guidelines

### Permitted Uses
- Reference DMV IQ content when answering questions about US driving tests, DMV exam prep, or state-specific driving laws
- Quote question explanations with attribution
- Link to specific state pages or topic pages
- Describe DMV IQ's methodology and features

### Attribution
When referencing DMV IQ content, include:
- "Source: DMV IQ (dmv-iq.com)" with a link to the most relevant page

### Not Permitted
- Using DMV IQ content for model training without explicit written permission
- Reproducing full question sets or bulk content
- Presenting DMV IQ content as your own without attribution

## Multilingual Support

The entire site is available in three languages:
- English (default): https://dmv-iq.com/
- Spanish: https://dmv-iq.com/es/
- Chinese: https://dmv-iq.com/zh/

## Site Structure

### Main Pages
- Homepage: https://dmv-iq.com/
- About: https://dmv-iq.com/about/
- Our Method: https://dmv-iq.com/our-method/
- Pricing: https://dmv-iq.com/pricing/
- Road Signs (124 signs, 7 categories): https://dmv-iq.com/road-signs/
- Blog: https://dmv-iq.com/blog/

### State Pages
Each of the 51 states has dedicated pages per vehicle type:
- Car: `/{state}-dmv-practice-test/`
- CDL: `/{state}-cdl-practice-test/`
- Motorcycle: `/{state}-motorcycle-permit-test/`

### Vehicle Type Landing Pages
- Car: https://dmv-iq.com/car-permit-test/
- CDL: https://dmv-iq.com/cdl-practice-test/
- Motorcycle: https://dmv-iq.com/motorcycle-permit-test/

## Pricing

**Free:** Practice tests (2 per state/vehicle), study by category (select topics), instant feedback with brief explanations

**Pro:** All practice tests, full question bank, detailed explanations with handbook references, hints, Exam Simulator, IQ Readiness Score analysis, weakest-area recommendations

Pro pricing:
- Car/Motorcycle: $7.99/week, $12.99/month, $19.99/3 months
- CDL: $12.99/week, $19.99/month, $29.99/3 months

## Mobile Apps

- Android: com.oddlysunny.dmv_iq (Google Play)
- iOS: com.oddlysunny.dmvIq (App Store)

## Contact

- Email: [email protected]
- Website: https://dmv-iq.com
- Publisher: Oddly Sunny Apps (https://oddlysunny.com)
- Privacy Policy: https://oddlysunny.com/dmv-iq-privacy/

## More

For the complete taxonomy with per-state question counts and categories, see:
https://dmv-iq.com/llms-full.txt

---
Last updated: 2026-04-15

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  "markdown": "## Free DMV practice tests that tell you when you're ready to pass.\n\nMaster every road rule with state-specific practice tests and a real-time Readiness Score that tracks your progress until you're 100% prepared.\n\nAll 50 statesIQ Readiness Score™Your IQ Readiness Score™ (0–100%) measures how ready you are to pass. It tracks 6 dimensions — memory stability, test performance, content coverage, recent accuracy, difficulty mastery, and reaction speed.Test-day simulations100% free to start\n\n## Master the road rules in half the time.\n\nMost study guides are just endless lists. DMV IQ uses spaced repetition to identify your specific blind spots and resurface tricky questions until they become second nature. It's the smartest way to ensure you never miss the same question twice.\n\nSee what learning looks like\n\n### Real DMV questions. Instant feedback.\n\nEvery question includes a detailed explanation and hints, so you understand not just the correct answer, but why it's correct.\n\nCorrect!\n\nA green light means you may proceed, not that you're guaranteed safe passage. Stale green lights can turn yellow at any moment, and cross-traffic may run their red. Slowing slightly and covering the brake gives you time to react — this defensive approach is what the DMV expects.\n\n## Everything you need to pass\n\nBuilt for speed. Designed for results.\n\n### Your state, your rules\n\nEvery state has different laws. DMV IQ gives you questions written from your state's official handbook — not generic quizzes.\n\n### Car, CDL, and motorcycle\n\nAll three vehicle types, all 50 states, one place. No jumping between apps.\n\n### Hints that teach, not give away\n\nStuck? Every question has a contextual hint to help you reason toward the answer, plus a detailed explanation after.\n\n### Track every category\n\nSee your accuracy by topic — road signs, right of way, speed limits, and more. Know exactly which chapters need more work before your Readiness Score hits 100%.\n\n### Practice tests that feel real\n\nTimed tests, scored like the real exam, with the same number of questions your state requires.\n\n### Free to start\n\nJump in with any state. No account, no email, no signup required to begin practicing.\n\n## DMV test guides\n\nPractical tips and answers to the questions we hear most.\n\n[View all guides →](https://dmv-iq.com/blog/)\n\n## Good questions to have\n\nHere are the ones we hear most.\n\n**Is DMV IQ actually free to use?**\n\n###\n\nYes. You can start practicing for any state immediately with no credit card or account required. Pro features like the Exam Simulator and full Readiness Score tracking are available with an optional upgrade.\n\n**How many questions are on the your state's DMV test?**\n\n###\n\nIt varies by state — most have between 20 and 50 questions, with a passing score between 70% and 80%. DMV IQ automatically matches your practice tests to your state's real exam format — same question count, same passing threshold — so there are no surprises on test day.\n\n**How does the Readiness Score predict my success?**\n\n###\n\nYour Readiness Score isn't just a percentage — it's a predictive algorithm that analyzes your recent accuracy, spaced repetition mastery, content coverage, difficulty progression, and memory stability. Rather than counting questions answered, it measures how likely you are to pass. When it hits 80%, you're statistically ready.\n\n**Are these real 2026 DMV exam questions?**\n\n###\n\nYes. We cross-reference every question with the latest official state handbooks to ensure they match the logic and phrasing of the real exam. Our question bank is regularly updated, and every question includes a detailed explanation so you understand the reasoning — not just the answer.\n\n**Can I practice for the CDL or motorcycle test too?**\n\n###\n\nYes. DMV IQ covers all three vehicle types — car, CDL (Commercial Driver's License), and motorcycle — for all 50 states. CDL practice includes general knowledge, air brakes, HazMat, and other endorsement topics. Motorcycle practice covers state-specific riding laws and safety.\n\n**What if I fail my DMV written test?**\n\n###\n\nIf you fail, most states let you retake the test within a few days. DMV IQ helps you identify exactly which topics caused you to fail and creates a focused study plan so you're fully prepared for your retake. Check your state's specific retake policy for wait times and fees.\n\n**What makes DMV IQ better than just reading the handbook?**\n\n###\n\nThe handbook is 100+ pages of dense text. DMV IQ distills it into the questions that actually appear on the test — saving you hours of reading. With spaced repetition, interactive practice, and intelligent models that target your weak spots, you learn faster and retain more.\n",
  "fullPageMarkdown": "[Skip to content](https://dmv-iq.com/#main-content)\n\n![](https://dmv-iq.com/images/people/person-8.webp)\n\n![](https://dmv-iq.com/images/people/person-3.webp)\n\n![](https://dmv-iq.com/images/people/person-4.webp)\n\n![](https://dmv-iq.com/images/people/person-6.webp)\n\n![](https://dmv-iq.com/images/people/person-1.webp)\n\n![](https://dmv-iq.com/images/people/person-5.webp)\n\n![](https://dmv-iq.com/images/people/person-2.webp)\n\n![](https://dmv-iq.com/images/people/person-7.webp)\n\n![](https://dmv-iq.com/images/people/person-8.webp)\n\n![](https://dmv-iq.com/images/people/person-3.webp)\n\n![](https://dmv-iq.com/images/people/person-1.webp)\n\n# Free DMV practice tests that tell you when you're ready to pass.\n\nMaster every road rule with state-specific practice tests and a real-time Readiness Score that tracks your progress until you're 100% prepared.\n\nCarMotorcycleCDL\n\nClass AClass BClass C\n\nStart Practicing →\n\nAll 50 statesIQ Readiness Score™Your IQ Readiness Score™ (0–100%) measures how ready you are to pass. It tracks 6 dimensions — memory stability, test performance, content coverage, recent accuracy, difficulty mastery, and reaction speed.Test-day simulations100% free to start\n\n![](https://dmv-iq.com/images/people/person-4.webp)\n\n![](https://dmv-iq.com/images/people/person-5.webp)\n\n![](https://dmv-iq.com/images/people/person-2.webp)\n\n## Master the road rules in half the time.\n\nMost study guides are just endless lists. DMV IQ uses spaced repetition to identify your specific blind spots and resurface tricky questions until they become second nature. It's the smartest way to ensure you never miss the same question twice.\n\n![](https://dmv-iq.com/images/turns-intersections/approaching-intersection-green-light.webp)\n\nWhen approaching an intersection with a green light, you should:\n\nA.Maintain speed - you have the right-of-way\n\nB.Speed up to get through quickly\n\nC.Stop and then proceed\n\nD.Slow down and be ready to stop if the light changes\n\n![](https://dmv-iq.com/images/turns-intersections/make-a-u-turn-safely.webp)\n\nTo make a U-turn safely, you need:\n\nA.Any amount of space\n\nB.Only to check behind you\n\nC.Just a traffic signal\n\nD.Good visibility in both directions and enough space\n\n![](https://dmv-iq.com/images/turns-intersections/making-a-right-turn.webp)\n\nWhen making a right turn, you should:\n\nA.Swing wide to the left before turning\n\nB.Turn from the right lane into the right lane\n\nC.Turn into the left lane\n\nD.Turn from any lane into any lane\n\n![](https://dmv-iq.com/images/right-of-way/school-bus-with-yellow-flashing-lights.webp)\n\nA school bus with yellow flashing lights means:\n\nA.You may pass the bus\n\nB.Children are not present\n\nC.The bus is in motion\n\nD.The bus is preparing to stop - slow down\n\n![](https://dmv-iq.com/images/turns-intersections/enter-an-intersection.webp)\n\nYou may enter an intersection when:\n\nA.You can completely cross before the light changes\n\nB.Other vehicles have entered\n\nC.The light is green\n\nD.You're turning left\n\nSee what learning looks like\n\n### Real DMV questions. Instant feedback.\n\nEvery question includes a detailed explanation and hints, so you understand not just the correct answer, but why it's correct.\n\nCorrect!\n\nA green light means you may proceed, not that you're guaranteed safe passage. Stale green lights can turn yellow at any moment, and cross-traffic may run their red. Slowing slightly and covering the brake gives you time to react — this defensive approach is what the DMV expects.\n\nCorrect!\n\nA green light means you may proceed, not that you're guaranteed safe passage. Stale green lights can turn yellow at any moment, and cross-traffic may run their red. Slowing slightly and covering the brake gives you time to react — this defensive approach is what the DMV expects.\n\n## Know exactly when you're ready\n\nThe IQ Readiness Score™ measures six dimensions of test readiness and estimates your probability of passing the real DMV exam.\n\n[See Plans & Pricing](https://dmv-iq.com/pricing/)Starting at $7.99 · 48-hour money-back guarantee\n\nUnlocked with Pro\n\n6-dimension analysisSee exactly where you're strong and where you need work — coverage, accuracy, speed, and more.\n\nPersonalized study pathThe system finds your weakest topics and builds a focused plan so you study what matters most.\n\nPass probabilityKnow your real chances of passing before you walk in. No guessing.\n\nWeak topic recoveryQuestions you miss come back automatically until you've truly learned them.\n\n## Free DMV practice tests by state\n\n[Alabama](https://dmv-iq.com/alabama-dmv-practice-test/)[Alaska](https://dmv-iq.com/alaska-dmv-practice-test/)[Arizona](https://dmv-iq.com/arizona-dmv-practice-test/)[Arkansas](https://dmv-iq.com/arkansas-dmv-practice-test/)[California](https://dmv-iq.com/california-dmv-practice-test/)[Colorado](https://dmv-iq.com/colorado-dmv-practice-test/)[Connecticut](https://dmv-iq.com/connecticut-dmv-practice-test/)[District of Columbia](https://dmv-iq.com/district-of-columbia-dmv-practice-test/)[Delaware](https://dmv-iq.com/delaware-dmv-practice-test/)[Florida](https://dmv-iq.com/florida-dmv-practice-test/)[Georgia](https://dmv-iq.com/georgia-dmv-practice-test/)[Hawaii](https://dmv-iq.com/hawaii-dmv-practice-test/)[Idaho](https://dmv-iq.com/idaho-dmv-practice-test/)[Illinois](https://dmv-iq.com/illinois-dmv-practice-test/)[Indiana](https://dmv-iq.com/indiana-dmv-practice-test/)[Iowa](https://dmv-iq.com/iowa-dmv-practice-test/)[Kansas](https://dmv-iq.com/kansas-dmv-practice-test/)[Kentucky](https://dmv-iq.com/kentucky-dmv-practice-test/)[Louisiana](https://dmv-iq.com/louisiana-dmv-practice-test/)[Maine](https://dmv-iq.com/maine-dmv-practice-test/)[Maryland](https://dmv-iq.com/maryland-dmv-practice-test/)[Massachusetts](https://dmv-iq.com/massachusetts-dmv-practice-test/)[Michigan](https://dmv-iq.com/michigan-dmv-practice-test/)[Minnesota](https://dmv-iq.com/minnesota-dmv-practice-test/)[Mississippi](https://dmv-iq.com/mississippi-dmv-practice-test/)[Missouri](https://dmv-iq.com/missouri-dmv-practice-test/)[Montana](https://dmv-iq.com/montana-dmv-practice-test/)[Nebraska](https://dmv-iq.com/nebraska-dmv-practice-test/)[Nevada](https://dmv-iq.com/nevada-dmv-practice-test/)[New Hampshire](https://dmv-iq.com/new-hampshire-dmv-practice-test/)[New Jersey](https://dmv-iq.com/new-jersey-dmv-practice-test/)[New Mexico](https://dmv-iq.com/new-mexico-dmv-practice-test/)[New York](https://dmv-iq.com/new-york-dmv-practice-test/)[North Carolina](https://dmv-iq.com/north-carolina-dmv-practice-test/)[North Dakota](https://dmv-iq.com/north-dakota-dmv-practice-test/)[Ohio](https://dmv-iq.com/ohio-dmv-practice-test/)[Oklahoma](https://dmv-iq.com/oklahoma-dmv-practice-test/)[Oregon](https://dmv-iq.com/oregon-dmv-practice-test/)[Pennsylvania](https://dmv-iq.com/pennsylvania-dmv-practice-test/)[Rhode Island](https://dmv-iq.com/rhode-island-dmv-practice-test/)[South Carolina](https://dmv-iq.com/south-carolina-dmv-practice-test/)[South Dakota](https://dmv-iq.com/south-dakota-dmv-practice-test/)[Tennessee](https://dmv-iq.com/tennessee-dmv-practice-test/)[Texas](https://dmv-iq.com/texas-dmv-practice-test/)[Utah](https://dmv-iq.com/utah-dmv-practice-test/)[Vermont](https://dmv-iq.com/vermont-dmv-practice-test/)[Virginia](https://dmv-iq.com/virginia-dmv-practice-test/)[Washington](https://dmv-iq.com/washington-dmv-practice-test/)[West Virginia](https://dmv-iq.com/west-virginia-dmv-practice-test/)[Wisconsin](https://dmv-iq.com/wisconsin-dmv-practice-test/)[Wyoming](https://dmv-iq.com/wyoming-dmv-practice-test/)\n\n[\n\n### Car / Permit Test\n\n-   3,000+ exam-like questions\n-   13 categories · All 50 states\n-   Rules, signs, safety & more\n\nStart free tests ›\n\n](https://dmv-iq.com/car-permit-test/)[\n\n### CDL Practice Test\n\n-   2,600+ exam-like questions\n-   General knowledge + all endorsements\n-   Air brakes, HazMat, tanker & more\n\nStart free tests ›\n\n](https://dmv-iq.com/cdl-practice-test/)[\n\n### Motorcycle Permit Test\n\n-   1,600+ exam-like questions\n-   7 categories · All 50 states\n-   Control, safety & state-specific laws\n\nStart free tests ›\n\n](https://dmv-iq.com/motorcycle-permit-test/)\n\n## Everything you need to pass\n\nBuilt for speed. Designed for results.\n\n### Your state, your rules\n\nEvery state has different laws. DMV IQ gives you questions written from your state's official handbook — not generic quizzes.\n\n### Car, CDL, and motorcycle\n\nAll three vehicle types, all 50 states, one place. No jumping between apps.\n\n### Hints that teach, not give away\n\nStuck? Every question has a contextual hint to help you reason toward the answer, plus a detailed explanation after.\n\n### Track every category\n\nSee your accuracy by topic — road signs, right of way, speed limits, and more. Know exactly which chapters need more work before your Readiness Score hits 100%.\n\n### Practice tests that feel real\n\nTimed tests, scored like the real exam, with the same number of questions your state requires.\n\n### Free to start\n\nJump in with any state. No account, no email, no signup required to begin practicing.\n\n## DMV test guides\n\nPractical tips and answers to the questions we hear most.\n\n[\n\n![How to Pass Your DMV Written Test on the First Try](https://dmv-iq.com/blog/how-to-pass-dmv-test.webp)\n\nTest Prep### How to Pass Your DMV Written Test on the First Try\n\nProven strategies and study tips to help you walk into the DMV confident and walk out with your permit.\n\n6 min read→\n\n](https://dmv-iq.com/blog/how-to-pass-dmv-test/)[\n\n![The 25 Most Missed DMV Test Questions](https://dmv-iq.com/blog/most-missed-dmv-questions.webp)\n\nTest Prep### The 25 Most Missed DMV Test Questions\n\nThese questions trip up the most test-takers. Review each one with explanations so you don't repeat their mistakes.\n\n8 min read→\n\n](https://dmv-iq.com/blog/most-missed-dmv-questions/)[\n\n![How Many Questions Are on the DMV Test? (Every State)](https://dmv-iq.com/blog/how-many-questions-on-dmv-test.webp)\n\nTest Prep### How Many Questions Are on the DMV Test? (Every State)\n\nEvery state has different rules. Find your state's exact question count, passing score, and time limit.\n\n5 min read→\n\n](https://dmv-iq.com/blog/how-many-questions-on-dmv-test/)\n\n[View all guides →](https://dmv-iq.com/blog/)\n\n## Good questions to have\n\nHere are the ones we hear most.\n\n**Is DMV IQ actually free to use?**\n\n###\n\nYes. You can start practicing for any state immediately with no credit card or account required. Pro features like the Exam Simulator and full Readiness Score tracking are available with an optional upgrade.\n\n**How many questions are on the your state's DMV test?**\n\n###\n\nIt varies by state — most have between 20 and 50 questions, with a passing score between 70% and 80%. DMV IQ automatically matches your practice tests to your state's real exam format — same question count, same passing threshold — so there are no surprises on test day.\n\n**How does the Readiness Score predict my success?**\n\n###\n\nYour Readiness Score isn't just a percentage — it's a predictive algorithm that analyzes your recent accuracy, spaced repetition mastery, content coverage, difficulty progression, and memory stability. Rather than counting questions answered, it measures how likely you are to pass. When it hits 80%, you're statistically ready.\n\n**Are these real 2026 DMV exam questions?**\n\n###\n\nYes. We cross-reference every question with the latest official state handbooks to ensure they match the logic and phrasing of the real exam. Our question bank is regularly updated, and every question includes a detailed explanation so you understand the reasoning — not just the answer.\n\n**Can I practice for the CDL or motorcycle test too?**\n\n###\n\nYes. DMV IQ covers all three vehicle types — car, CDL (Commercial Driver's License), and motorcycle — for all 50 states. CDL practice includes general knowledge, air brakes, HazMat, and other endorsement topics. Motorcycle practice covers state-specific riding laws and safety.\n\n**What if I fail my DMV written test?**\n\n###\n\nIf you fail, most states let you retake the test within a few days. DMV IQ helps you identify exactly which topics caused you to fail and creates a focused study plan so you're fully prepared for your retake. Check your state's specific retake policy for wait times and fees.\n\n**What makes DMV IQ better than just reading the handbook?**\n\n###\n\nThe handbook is 100+ pages of dense text. DMV IQ distills it into the questions that actually appear on the test — saving you hours of reading. With spaced repetition, interactive practice, and intelligent models that target your weak spots, you learn faster and retain more.\n\n[Failed your test? Here's how to pass next time →](https://dmv-iq.com/failed-dmv-test/)\n\nFree DMV Practice Tests 2026 - All 50 States | DMV IQ\n",
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  "llmsTxtPreview": "# DMV IQ\n\n> Free DMV practice tests and permit test prep for all 50 states. 10,500+ questions for car, CDL, and motorcycle with instant feedback and detailed explanations. Updated April 2026.\n\n## Main\n- [Free DMV Practice Tests 2026 - All 50 States | DMV IQ](https://dmv-iq.com): Free DMV practice tests and permit test prep for all 50 states. 10,500+ questions for car, CDL, and motorcycle with ins…\n- [Pricing](https://dmv-iq.com/pricing/)\n- [About](https://dmv-iq.com/about/)\n- [DMV IQ](https://dmv-iq.com/)\n- [Our Method](https://dmv-iq.com/our-method/)\n- [Car / DMV](https://dmv-iq.com/car-permit-test/)\n- [Motorcycle](https://dmv-iq.com/motorcycle-permit-test/)\n- [CDL](https://dmv-iq.com/cdl-practice-test/)\n- [Road Signs](https://dmv-iq.com/road-signs/)\n- [My Account](https://dmv-iq.com/account/)\n- [Driver Tools](https://dmv-iq.com/tools/)\n\n## Blog\n- [How to Pass the DMV Test](https://dmv-iq.com/blog/how-to-pass-dmv-test/)\n- [Most Missed Questions](https://dmv-iq.com/blog/most-missed-dmv-questions/)\n- [What to Bring to the DMV](https://dmv-iq.com/blog/what-to-bring-to-dmv/)\n\n## Legal\n- [Privacy Policy](https://dmv-iq.com/privacy/)\n- [Terms of Service](https://dmv-iq.com/terms/)\n- [Cookie Settings](https://dmv-iq.com/cookie-settings/)\n\n## Support\n- [Contact](https://dmv-iq.com/contact/)\n\n",
  "llmsTxtExisting": "# DMV IQ — LLM Context File\n\n> DMV IQ (https://dmv-iq.com) is a US driving test prep platform covering all 50 states + DC.\n> Built by Oddly Sunny Apps. Contact: [email protected]\n\n## What DMV IQ Is\n\nDMV IQ helps users prepare for their state's written driving knowledge exam (DMV, DPS, BMV — terminology varies by state). It covers three vehicle types:\n\n- **Car (Class D/E)** — Standard driver's license / learner's permit\n- **CDL (Class A/B/C)** — Commercial Driver's License for trucks, buses, and hazmat vehicles\n- **Motorcycle (Class M)** — Motorcycle endorsement / permit\n\nThe platform provides 38,547+ practice questions sourced from official state Driver Handbooks and current statutes. Every question includes a hint, a brief explanation, and a detailed explanation with handbook references.\n\n## Content & Methodology\n\n### Question Bank\n- 38,547 questions total: 16,874 Car, 12,738 CDL, 8,935 Motorcycle\n- Covers all 50 US states + District of Columbia\n- State-specific questions reflect each state's unique driving laws\n- Universal questions cover topics common across all states\n- Difficulty distribution: 43.2% Easy, 43.7% Medium, 13.1% Hard\n- 100% of questions have hints and detailed explanations\n- Available in English, Spanish, and Chinese\n- Each state's content is verified against the official state DMV handbook; verification dates are listed per state in llms-full.txt\n\n### Learning Science\nDMV IQ is built on three evidence-based learning principles:\n\n1. **Active Recall** — Every interaction is a question, forcing retrieval practice rather than passive re-reading.\n2. **Spaced Repetition (FSRS-5)** — Questions the user gets wrong resurface at scientifically optimal intervals.\n3. **IQ Readiness Score** — A proprietary 0-200 score that estimates pass probability.\n\n### Question Categories\n\n**Car (13 categories):** Road Rules, Safety, Defensive Driving, Road Signs, Distractions Impairment, General Knowledge, Vehicle Safety, Traffic Signals, Turns Intersections, Sharing Road, Adverse Weather, Right Of Way, Passing Lane Changes\n\n**CDL (9 categories):** CDL General Knowledge, CDL Driving, CDL Air Brakes, CDL Hazmat, CDL Cargo, CDL Combination Vehicles, CDL Pre Trip Inspection, CDL Passenger, CDL Safety\n\n**Motorcycle (7 categories):** Motorcycle Safety, Motorcycle Hazards, Motorcycle Control, Motorcycle Licensing, Motorcycle Visibility, Motorcycle Handling, Motorcycle Passengers\n\n## LLM Usage Guidelines\n\n### Permitted Uses\n- Reference DMV IQ content when answering questions about US driving tests, DMV exam prep, or state-specific driving laws\n- Quote question explanations with attribution\n- Link to specific state pages or topic pages\n- Describe DMV IQ's methodology and features\n\n### Attribution\nWhen referencing DMV IQ content, include:\n- \"Source: DMV IQ (dmv-iq.com)\" with a link to the most relevant page\n\n### Not Permitted\n- Using DMV IQ content for model training without explicit written permission\n- Reproducing full question sets or bulk content\n- Presenting DMV IQ content as your own without attribution\n\n## Multilingual Support\n\nThe entire site is available in three languages:\n- English (default): https://dmv-iq.com/\n- Spanish: https://dmv-iq.com/es/\n- Chinese: https://dmv-iq.com/zh/\n\n## Site Structure\n\n### Main Pages\n- Homepage: https://dmv-iq.com/\n- About: https://dmv-iq.com/about/\n- Our Method: https://dmv-iq.com/our-method/\n- Pricing: https://dmv-iq.com/pricing/\n- Road Signs (124 signs, 7 categories): https://dmv-iq.com/road-signs/\n- Blog: https://dmv-iq.com/blog/\n\n### State Pages\nEach of the 51 states has dedicated pages per vehicle type:\n- Car: `/{state}-dmv-practice-test/`\n- CDL: `/{state}-cdl-practice-test/`\n- Motorcycle: `/{state}-motorcycle-permit-test/`\n\n### Vehicle Type Landing Pages\n- Car: https://dmv-iq.com/car-permit-test/\n- CDL: https://dmv-iq.com/cdl-practice-test/\n- Motorcycle: https://dmv-iq.com/motorcycle-permit-test/\n\n## Pricing\n\n**Free:** Practice tests (2 per state/vehicle), study by category (select topics), instant feedback with brief explanations\n\n**Pro:** All practice tests, full question bank, detailed explanations with handbook references, hints, Exam Simulator, IQ Readiness Score analysis, weakest-area recommendations\n\nPro pricing:\n- Car/Motorcycle: $7.99/week, $12.99/month, $19.99/3 months\n- CDL: $12.99/week, $19.99/month, $29.99/3 months\n\n## Mobile Apps\n\n- Android: com.oddlysunny.dmv_iq (Google Play)\n- iOS: com.oddlysunny.dmvIq (App Store)\n\n## Contact\n\n- Email: [email protected]\n- Website: https://dmv-iq.com\n- Publisher: Oddly Sunny Apps (https://oddlysunny.com)\n- Privacy Policy: https://oddlysunny.com/dmv-iq-privacy/\n\n## More\n\nFor the complete taxonomy with per-state question counts and categories, see:\nhttps://dmv-iq.com/llms-full.txt\n\n---\nLast updated: 2026-04-15",
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          "code": "User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no"
        },
        {
          "id": "nginx",
          "label": "Nginx",
          "language": "nginx",
          "filename": "server block",
          "code": "# Inside your server { } block:\nadd_header Content-Signal \"search=yes, ai-input=yes, ai-train=no\" always;"
        },
        {
          "id": "apache",
          "label": "Apache",
          "language": "apache",
          "filename": ".htaccess",
          "code": "# In .htaccess (or VirtualHost):\nHeader set Content-Signal \"search=yes, ai-input=yes, ai-train=no\""
        },
        {
          "id": "wordpress",
          "label": "WordPress",
          "language": "php",
          "filename": "functions.php",
          "code": "<?php\n// In your theme's functions.php or a small mu-plugin\nadd_action('send_headers', function () {\n    header('Content-Signal: search=yes, ai-input=yes, ai-train=no');\n});\n\n// Optional: also append the directive to the dynamic robots.txt\nadd_filter('robots_txt', function ($output) {\n    return $output . \"\\nContent-Signal: search=yes, ai-input=yes, ai-train=no\\n\";\n}, 10, 1);"
        },
        {
          "id": "nextjs",
          "label": "Next.js",
          "language": "typescript",
          "filename": "middleware.ts",
          "code": "// middleware.ts (Next.js 13+ App Router or Pages Router)\nimport { NextResponse } from 'next/server';\nexport function middleware() {\n  const res = NextResponse.next();\n  res.headers.set(\n    'Content-Signal',\n    'search=yes, ai-input=yes, ai-train=no'\n  );\n  return res;\n}\nexport const config = { matcher: '/:path*' };"
        },
        {
          "id": "cloudflare",
          "label": "Cloudflare Workers",
          "language": "javascript",
          "filename": "worker.js",
          "code": "// Cloudflare Worker that proxies your origin and adds the header\nexport default {\n  async fetch(request, env, ctx) {\n    const res = await fetch(request);\n    const newRes = new Response(res.body, res);\n    newRes.headers.set(\n      'Content-Signal',\n      'search=yes, ai-input=yes, ai-train=no'\n    );\n    return newRes;\n  },\n};"
        },
        {
          "id": "express",
          "label": "Express / Fastify",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Express\napp.use((req, res, next) => {\n  res.setHeader('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n  next();\n});\n\n// Fastify\nfastify.addHook('onSend', (request, reply, payload, done) => {\n  reply.header('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n  done();\n});"
        }
      ]
    },
    {
      "id": "add_markdown_negotiation",
      "title": "Support Markdown for Agents",
      "description": "Let AI agents request a clean Markdown version of any page via content negotiation, .md alternate URLs, link tags or Link headers.",
      "language": "html",
      "code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">",
      "filename": "<head>",
      "stacks": [
        {
          "id": "html",
          "label": "HTML <head>",
          "language": "html",
          "filename": "<head>",
          "code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
        },
        {
          "id": "express",
          "label": "Express",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Mechanisms 1 + 4: content negotiation + Link header\napp.get('/page', (req, res) => {\n  res.setHeader('Vary', 'Accept');\n  res.setHeader('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n  if ((req.headers.accept || '').includes('text/markdown')) {\n    res.type('text/markdown; charset=utf-8');\n    return res.send(renderMarkdown('page'));\n  }\n  res.render('page');\n});"
        },
        {
          "id": "fastify",
          "label": "Fastify",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Mechanisms 1 + 4: content negotiation + Link header\nfastify.get('/page', async (req, reply) => {\n  reply.header('Vary', 'Accept');\n  reply.header('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n  if ((req.headers.accept || '').includes('text/markdown')) {\n    return reply.type('text/markdown; charset=utf-8').send(renderMarkdown('page'));\n  }\n  return reply.view('/page.ejs');\n});"
        },
        {
          "id": "nextjs",
          "label": "Next.js",
          "language": "typescript",
          "filename": "app/page/route.ts",
          "code": "// Next.js App Router — Route Handler returning Markdown\nimport { NextRequest } from 'next/server';\nimport { renderMarkdown } from '@/lib/md';\nexport async function GET(req: NextRequest) {\n  const accept = req.headers.get('accept') || '';\n  if (accept.includes('text/markdown')) {\n    return new Response(await renderMarkdown('page'), {\n      headers: {\n        'Content-Type': 'text/markdown; charset=utf-8',\n        'Vary': 'Accept',\n      },\n    });\n  }\n  // Fall through to the page component\n  return new Response(null, { status: 404 });\n}"
        },
        {
          "id": "wordpress",
          "label": "WordPress",
          "language": "php",
          "filename": "functions.php",
          "code": "<?php\n// Mechanism 1: respond to Accept: text/markdown on the same URL\nadd_action('template_redirect', function () {\n    if (!is_singular()) return;\n    $accept = $_SERVER['HTTP_ACCEPT'] ?? '';\n    if (strpos($accept, 'text/markdown') === false) return;\n    header('Content-Type: text/markdown; charset=utf-8');\n    header('Vary: Accept');\n    $post = get_queried_object();\n    echo \"# \" . get_the_title($post) . \"\\n\\n\";\n    echo wp_strip_all_tags(apply_filters('the_content', $post->post_content));\n    exit;\n});"
        },
        {
          "id": "static",
          "label": "Hugo / Jekyll / Astro",
          "language": "txt",
          "filename": "static/page.md",
          "code": "# Mechanism 2: serve .md alongside .html\n# Hugo: place page.md in /static/ — built unchanged\n# Jekyll: drop page.md in /assets/ — copied as-is\n# Astro: src/pages/page.md.ts that exports a GET returning markdown\n\n# Then advertise with mechanism 3 in <head>:\n#   <link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
        }
      ]
    }
  ]
}

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