Welcome to Algotraction
Measure your brand's
AI visibility in minutes.
Algotraction fires 92 real queries across ChatGPT, Perplexity, Gemini, and Claude — then scores your brand on a 36-item AEO checklist.
92
Live Query Testing
Real queries across 4 AI engines. Verbatim responses captured and analyzed.
36
AEO Checklist
Technical, content, schema, and entity signals scored and ranked by impact.
⇌
Actionable Fixes
Prioritized action plan with step-by-step instructions and point estimates.
Step 1 of 2
Run your first audit.
Enter your brand's URL below. We'll analyze visibility across all 4 AI engines and generate a full AEO scorecard.
Or try a demo brand
algotraction.com raycast.com notion.so linear.app
Your Plan
You're on Starter.
Your plan includes: AEO checklist audit, AI engine scoring, and action plan. Competitor tracking and trend history require Growth plan.
✓
Full 36-item checklist
Complete technical and content audit with fail/pass breakdown.
✓
AI engine scoring
Mention rates, position data, and verbatim responses across 4 engines.
—
Competitor tracking
Requires Growth plan ($199/mo). Upgrade
⚙ Test Tier
▶ Brand
...
Analyzing
domain.com
01
Crawling website
Discovering URLs and brand signals...
02
Analyzing brand context
Extracting industry, audience, competitors...
03
Running 92 queries across 4 AI engines
ChatGPT · Perplexity · Gemini · Claude
04
Computing AEO score
Scoring 36 checklist items, weighting engines...
05
Generating dashboard
Building your AEO report...
AEO Score
52.0
Grade C
Algotraction
algotraction.com · AEO / AI Optimization · KR · Mar 05, 2026
llms.txt 18 failed 1 critical 92 queries
ChatGPTChatGPT
21.8
44% mention
PerplexityPerplexity
13.5
30% mention
GeminiGemini
10.4
22% mention
ClaudeClaude
6.3
17% mention
Score Trend/ 6 months
Critical Issues
Engine Radar/ vs benchmark
Score Simulator/ optimization potential
Full Report Available
See a complete 8-section AEO audit
Verbatim AI responses · Checklist · Competitor map · Priority actions
↗ View Sample Report
Mention Rate %/ by engine
Query Coverage/ mentioned vs missed
AEO Checklist / 36 items
Priority Action Plan/ click to expand step-by-step instructions
AI Engine Responses/ verbatim — brand mentions highlighted — click to expand
Brand Perception/ keywords AI uses
Perception by Engine/ how each AI describes brand
AEO Benchmark
Win / Loss Matrix
Growth Plan Required
Competitor Intelligence
See how your brand ranks against competitors across all 4 AI engines. Includes benchmark table, win/loss matrix, and gap analysis.
Upgrade to Growth
Score Trend
Growth Plan Required
Score Trend Tracking
Track score changes over time across all 4 AI engines. Monthly snapshots reveal the impact of your optimizations.
Upgrade to Growth
Report History/ Starter: 3 reports max
Brand A
Brand B
Growth Plan Required
Side-by-Side Compare
Analyze two brands simultaneously. See score delta, checklist diff, and engine-by-engine breakdown side by side.
Upgrade to Growth
Compare
vs
Quick: algotraction vs raycast
Case Study
How Raycast Scores 73/100 on AEO — What They Do Right
Mar 4, 2026 · 8 min read
Guide
What is llms.txt and Why Every Brand Needs One in 2026
Feb 28, 2026 · 5 min read
Analysis
AEO vs SEO: Key Differences for Brand Visibility in 2026
Feb 20, 2026 · 6 min read
AEO Quick Reference
What is AEO?
Answer Engine Optimization — optimizing brand content to appear in AI-generated responses across all major language models.
Score formula
Overall = sum of engine sub-scores. Weights: ChatGPT/35 + Perplexity/25 + Gemini/25 + Claude/15 = 100 max.
Grade thresholds
A: 80+ · B: 70–79 · C: 50–69 · D: below 50
Top priority fix
Deploy llms.txt + Organization+sameAs schema. Together: avg +18 pts. Free, takes ~2 hours.