See The Difference

Built so your AI answers don’t fall apart.

Raw AI responses guess. RioAsk adds structure, safeguards, and verification.

Without RioAsk

“What are the tax implications of selling my rental property?”

May not clarify jurisdiction
May mix facts and assumptions
May not flag outdated tax rates
No disclaimer about professional consultation

RioAsk Structured Response

Same question → processed by RioAsk

Asks for jurisdiction first
Separates facts from assumptions
Flags if rates may be outdated
Includes verification checklist

Without RioAsk

“How do I set up authentication in my Node.js app?”

May omit framework version
May skip error handling
May not include testing guidance
No security best practices

RioAsk Structured Response

Same question → processed by RioAsk

Confirms framework + version
Includes error handling
Adds security best practices
Provides test checklist

Built for decisions that matter.

Backend DevelopmentSecure REST API with JWT

✗ Your raw question

“How do I build a secure REST API with JWT authentication in Node.js?”

What often gets missed:

→ Guesses your language (might pick Python, you wanted Node)

→ Skips error handling and input validation

→ Invents package names that don’t exist

→ No version pinning or dependency guidance

→ No tests, no edge cases covered

✓ RioAsk structured output

🏷️ Software / IT (93%)

CONTEXT: Senior full-stack engineer building production API

OBJECTIVE: Build REST API with JWT auth in Node.js + Express

GUIDELINES: Include working code. Specify versions. Use bcrypt.

SAFETY: Don’t invent packages. Pin dependencies.

SECURITY: Rate limiting · Helmet.js · CORS · Env variables

CHECKS: Provide unit test examples. Verify endpoints.

OUTPUT: Prerequisites → Steps → Security → Tests

DebuggingFix Infinite React Re-render

✗ Your raw question

“My React component keeps re-rendering infinitely. How do I fix it?”

What often gets missed:

→ Suggests generic fixes without seeing your code

→ Doesn’t ask about dependency arrays or state updates

→ No systematic debugging approach

→ Misses useEffect cleanup issues

→ No performance profiling guidance

✓ RioAsk structured output

🏷️ Software / IT (91%)

CONTEXT: React developer debugging re-render loop

OBJECTIVE: Identify and fix infinite re-render cause

COMMON CAUSES: Missing deps · State in render · Object refs

DEBUG STEPS: React Profiler → Console logs → Bisect

FIX PATTERNS: useMemo · useCallback · Ref stabilization

CHECKS: Verify render count before/after fix

OUTPUT: Diagnosis → Root Cause → Fix → Verification

System DesignScalable URL Shortener

✗ Your raw question

“Design a URL shortener that can handle millions of requests.”

What often gets missed:

→ Gives basic implementation without scale considerations

→ No discussion of data storage trade-offs

→ Skips caching and load balancing

→ Missing collision handling strategy

→ No capacity estimation or bottleneck analysis

✓ RioAsk structured output

🏷️ Software / IT (95%)

CONTEXT: System design for high-traffic URL shortener

OBJECTIVE: Design scalable service for millions of requests

COMPONENTS: API gateway · Hash service · Cache · DB · Analytics

STORAGE: NoSQL for speed · Redis cache · CDN for redirects

SCALE: Horizontal sharding · Rate limiting · 99.9% uptime

TRADE-OFFS: Consistency vs availability · Hash length vs collisions

OUTPUT: Architecture → Components → Scale → Trade-offs

DevOpsDeploy Node App to AWS

✗ Your raw question

“How do I deploy my Node.js app to AWS?”

What often gets missed:

→ Recommends one service without comparing options

→ Skips security groups and IAM roles

→ No CI/CD pipeline guidance

→ Missing environment configuration

→ No monitoring or logging setup

✓ RioAsk structured output

🏷️ Software / IT (90%)

CONTEXT: DevOps engineer deploying Node.js to AWS

OBJECTIVE: Production-ready deployment with CI/CD

OPTIONS: EC2 · ECS/Fargate · Lambda · Elastic Beanstalk

SETUP: Docker container · ECR registry · Load balancer

SECURITY: IAM roles · Security groups · Secrets Manager

CI/CD: GitHub Actions → Build → Test → Deploy pipeline

OUTPUT: Options → Setup → Security → CI/CD → Monitoring

Code ReviewOptimize Function Performance

✗ Your raw question

“This function is slow. How do I optimize it for better performance?”

What often gets missed:

→ Suggests optimizations without profiling first

→ No Big-O complexity analysis

→ Doesn’t ask about input size or constraints

→ Misses algorithmic improvements

→ No benchmarking methodology

✓ RioAsk structured output

🏷️ Software / IT (88%)

CONTEXT: Developer optimizing slow function for production

OBJECTIVE: Profile, analyze, and optimize function performance

PROFILE FIRST: Benchmark baseline · Identify hotspots · Measure

OPTIMIZE: Algorithm choice · Data structures · Caching · Memoization

AVOID: Premature optimization · Micro-benchmarks without context

CHECKS: Compare O(n) before/after · Run benchmark suite

OUTPUT: Profile → Analysis → Optimization → Verification

Why Teams Trust RioAsk

Built for decisions that can’t be wrong.

Structure, safeguards, and verification in every response.

✓

Consistent outputSame input always produces the same organized structure

✓

Clarifies before guessingAsks what’s missing before the model fills in blanks

✓

Facts vs. assumptions — labeledEvery claim is tagged as fact, assumption, or recommendation

✓

Verification checklist includedSteps to confirm the answer independently — built in, not optional

✓

Domain-specific safeguardsLegal, medical, finance — extra disclaimers and compliance rules auto-applied

Enterprise-ready

SSOAudit LogsNo Model TrainingZero Data RetentionGDPR / CCPA

🔒Private by design — your data is never used to train models

🌏Built by engineers in India & USA

🗑️Zero data retention — delete your account and all data anytime

Better questions. Better AI answers.

ChatGPT isn’t the problem.
Your prompt is.

One click turns vague questions into structured, expert-level prompts. Better answers from ChatGPT, Claude, Gemini — any AI.

Fewer retriesLess frustrationDecision-ready answers

Add to Chrome — Free See the difference ↓

Also available for Firefox, Edge, Safari, Opera & Brave

Fields

500+

Specialties

AI Platforms

Free

Forever

Works with ChatGPT, Claude, Gemini, and more

ChatGPT

Claude

Gemini

Any AI

See The Difference

Built so your AI answers don’t fall apart.

Raw AI responses guess. RioAsk adds structure, safeguards, and verification.

Without RioAsk

“What are the tax implications of selling my rental property?”

May not clarify jurisdiction
May mix facts and assumptions
May not flag outdated tax rates
No disclaimer about professional consultation

RioAsk Structured Response

Same question → processed by RioAsk

Asks for jurisdiction first
Separates facts from assumptions
Flags if rates may be outdated
Includes verification checklist

Without RioAsk

“How do I set up authentication in my Node.js app?”

May omit framework version
May skip error handling
May not include testing guidance
No security best practices

RioAsk Structured Response

Same question → processed by RioAsk

Confirms framework + version
Includes error handling
Adds security best practices
Provides test checklist

Built for decisions that matter.

Stop wrestling with AI.

Fewer retries. Less frustration.

Structured prompts with context, constraints, and verification steps mean you stop going back and forth. Get useful answers on the first try.

One click, any AI

Works inside ChatGPT, Claude, Gemini, Copilot, Perplexity, Mistral, and DeepSeek. No copy-paste. No switching tabs.

Your AI stops guessing

RioAsk asks clarifying questions before the AI fills in blanks. Separates facts from assumptions. Adds verification checklists automatically.

Backend DevelopmentSecure REST API with JWT

✗ Your raw question

“How do I build a secure REST API with JWT authentication in Node.js?”

What often gets missed:

→ Guesses your language (might pick Python, you wanted Node)

→ Skips error handling and input validation

→ Invents package names that don’t exist

→ No version pinning or dependency guidance

→ No tests, no edge cases covered

✓ RioAsk structured output

🏷️ Software / IT (93%)

CONTEXT: Senior full-stack engineer building production API

OBJECTIVE: Build REST API with JWT auth in Node.js + Express

GUIDELINES: Include working code. Specify versions. Use bcrypt.

SAFETY: Don’t invent packages. Pin dependencies.

SECURITY: Rate limiting · Helmet.js · CORS · Env variables

CHECKS: Provide unit test examples. Verify endpoints.

OUTPUT: Prerequisites → Steps → Security → Tests

DebuggingFix Infinite React Re-render

✗ Your raw question

“My React component keeps re-rendering infinitely. How do I fix it?”

What often gets missed:

→ Suggests generic fixes without seeing your code

→ Doesn’t ask about dependency arrays or state updates

→ No systematic debugging approach

→ Misses useEffect cleanup issues

→ No performance profiling guidance

✓ RioAsk structured output

🏷️ Software / IT (91%)

CONTEXT: React developer debugging re-render loop

OBJECTIVE: Identify and fix infinite re-render cause

COMMON CAUSES: Missing deps · State in render · Object refs

DEBUG STEPS: React Profiler → Console logs → Bisect

FIX PATTERNS: useMemo · useCallback · Ref stabilization

CHECKS: Verify render count before/after fix

OUTPUT: Diagnosis → Root Cause → Fix → Verification

System DesignScalable URL Shortener

✗ Your raw question

“Design a URL shortener that can handle millions of requests.”

What often gets missed:

→ Gives basic implementation without scale considerations

→ No discussion of data storage trade-offs

→ Skips caching and load balancing

→ Missing collision handling strategy

→ No capacity estimation or bottleneck analysis

✓ RioAsk structured output

🏷️ Software / IT (95%)

CONTEXT: System design for high-traffic URL shortener

OBJECTIVE: Design scalable service for millions of requests

COMPONENTS: API gateway · Hash service · Cache · DB · Analytics

STORAGE: NoSQL for speed · Redis cache · CDN for redirects

SCALE: Horizontal sharding · Rate limiting · 99.9% uptime

TRADE-OFFS: Consistency vs availability · Hash length vs collisions

OUTPUT: Architecture → Components → Scale → Trade-offs

DevOpsDeploy Node App to AWS

✗ Your raw question

“How do I deploy my Node.js app to AWS?”

What often gets missed:

→ Recommends one service without comparing options

→ Skips security groups and IAM roles

→ No CI/CD pipeline guidance

→ Missing environment configuration

→ No monitoring or logging setup

✓ RioAsk structured output

🏷️ Software / IT (90%)

CONTEXT: DevOps engineer deploying Node.js to AWS

OBJECTIVE: Production-ready deployment with CI/CD

OPTIONS: EC2 · ECS/Fargate · Lambda · Elastic Beanstalk

SETUP: Docker container · ECR registry · Load balancer

SECURITY: IAM roles · Security groups · Secrets Manager

CI/CD: GitHub Actions → Build → Test → Deploy pipeline

OUTPUT: Options → Setup → Security → CI/CD → Monitoring

Code ReviewOptimize Function Performance

✗ Your raw question

“This function is slow. How do I optimize it for better performance?”

What often gets missed:

→ Suggests optimizations without profiling first

→ No Big-O complexity analysis

→ Doesn’t ask about input size or constraints

→ Misses algorithmic improvements

→ No benchmarking methodology

✓ RioAsk structured output

🏷️ Software / IT (88%)

CONTEXT: Developer optimizing slow function for production

OBJECTIVE: Profile, analyze, and optimize function performance

PROFILE FIRST: Benchmark baseline · Identify hotspots · Measure

OPTIMIZE: Algorithm choice · Data structures · Caching · Memoization

AVOID: Premature optimization · Micro-benchmarks without context

CHECKS: Compare O(n) before/after · Run benchmark suite

OUTPUT: Profile → Analysis → Optimization → Verification

Positioning

Why not just use ChatGPT directly?

AI tools are powerful — but output quality varies with every run. RioAsk adds the structure and consistency they need.

	AI Alone	RioAsk
Output format	Free-form, inconsistent	Structured, repeatable
Quality assurance	No consistent quality guarantees	Quality scoring (A+ to F)
Hallucination risk	Guesses when context is incomplete	Asks clarifying questions first
Source grounding	No document awareness	Upload docs, cite or restrict
Domain expertise	Generic knowledge	14 expert fields, 500+ specialties
Reproducibility	No audit trail	Consistent results, audit logs, version history

RioAsk doesn't replace your AI — it makes every question you send to it dramatically better.

Simple Pricing

Start free. Upgrade when you need more.

No credit card required. No hidden fees.

Free

$0/forever

5 questions / day
5 core fields
2 output variants
7-day history

Start Free

Built for decisions that can’t be wrong.

Structure, safeguards, and verification in every response.

✓

Consistent outputSame input always produces the same organized structure

✓

Clarifies before guessingAsks what’s missing before the model fills in blanks

✓

Facts vs. assumptions — labeledEvery claim is tagged as fact, assumption, or recommendation

✓

Verification checklist includedSteps to confirm the answer independently — built in, not optional

✓

Domain-specific safeguardsLegal, medical, finance — extra disclaimers and compliance rules auto-applied

Enterprise-ready

SSOAudit LogsNo Model TrainingZero Data RetentionGDPR / CCPA

🔒Private by design — your data is never used to train models

🌏Built by engineers in India & USA

🗑️Zero data retention — delete your account and all data anytime

FAQ

Frequently asked questions

Why not just use ChatGPT directly?+

Does RioAsk replace ChatGPT or Claude?+

What makes RioAsk different from prompt templates?+

How does RioAsk reduce hallucinations?+

What happens if my question is unclear?+

What do you mean by "consistent"?+

Can I use it for legal, medical, or finance questions?+

Do you store or train on my data?+

Is there a free plan?+

Can teams share prompts and manage access?+

Better prompts start here.

Free forever. No credit card. Add to Chrome and try it now.

Add to Chrome — Free View Plans

Also available for Firefox, Edge, Safari, Opera & Brave

ChatGPT isn’t the problem.Your prompt is.

Built so your AI answers don’t fall apart.

Stop wrestling with AI.

Fewer retries. Less frustration.

One click, any AI

Your AI stops guessing

Why not just use ChatGPT directly?

Start free. Upgrade when you need more.

Built for decisions that can’t be wrong.

Frequently asked questions

Better prompts start here.

ChatGPT isn’t the problem.Your prompt is.

Built so your AI answers don’t fall apart.

Stop wrestling with AI.

Fewer retries. Less frustration.

One click, any AI

Your AI stops guessing

Why not just use ChatGPT directly?

Start free. Upgrade when you need more.

Built for decisions that can’t be wrong.

Frequently asked questions

Better prompts start here.

ChatGPT isn’t the problem.
Your prompt is.

ChatGPT isn’t the problem.
Your prompt is.