Content Operating System for AI Search

Build content that earns visibility in AI Search

From discovery to publish to monitoring — VELRA manages the entire content lifecycle with structured briefs, evidence tracking, 5 rule engines, and post-publish proof.

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Canonical Workflow

13-stage content lifecycle

Every asset follows a proven path — from brief to publish to visibility proof. Review gates ensure quality at every stage.

01
Brand
Context
02
Discover
Prompts
03
Topic Plan
Clusters
04
Prioritize
Score
05
Brief
Spec
06
Outline
Structure
07
OL Review
10 rules
↓
08
Draft
Sections
09
DR Review
22 rules
10
Validate
10 rules
11
Publish
Export
12
Monitor
Visibility
13
Refresh
Iterate
Product Modules

9 categories. 27 modules. One powerful system.

Each module has a dedicated engine, dedicated UI, and dedicated rules. Module boundaries are non-negotiable.

Strategy
Discover & prioritize content opportunities
Topic Planning
Cluster architecture and build scheduling
Create
Structured outline → section-by-section draft
Review
Separate editorial review before validation
Quality
Validate publish readiness — stricter than review
Visibility
Monitor AI search performance after publish
Portfolio
Portfolio-level health and decay detection
E-Commerce
Product descriptions and collection pages at scale
Agency
Multi-client workspaces and white-label reports
Strategy
Discover & prioritize content opportunities
Brand Profile
Business context, audiences, USP, trust assets, competitors — all reusable across every asset.
Prompt Discovery
Turn seed topics into prompt clusters. Detect intent patterns and follow-up question opportunities.
Opportunity Scoring
Score by intent fit, business value, difficulty, entity gaps, evidence availability, and benchmark pressure.
Brief Builder
Production spec: intent, entity map, required blocks, evidence needs, information gain angle, completion criteria.
Product Principles

Built on research and real results

VELRA aligns with Google's quality standards. Every content asset is structured for AI search citation readiness.

People-first content
Solve reader problems. AI-readability follows from clarity — not from tricks.
Review ≠ Validation
Draft review = editorial quality. GEO Validator = publish readiness. Different engines, different rules.
Evidence as entity
Evidence has its own entity with source metadata, freshness tracking, and claim linking.
Citation readiness focus
Every asset is structured for AI search citation readiness — with evidence, clear answers, and extractable content.
Answer-first structure
Opening must answer the intent immediately. Everything else expands and supports.
Information gain required
Every asset needs a unique layer: better framework, stronger examples, sharper comparison.
Rule Engines

5 engines. 62 rules. 3 content modes.

Outline Review ≠ Draft Review ≠ Validator ≠ Refresh ≠ Technical Audit. Each engine has different rules, different severity, different purpose.

10
rules
Outline Review
Missing topics, weak headings, intent drift, bad ordering
22
rules
Draft Review
Generic intros, unsupported claims, nuke words, burstiness, EAV, AI confidence
10
rules
GEO Validator
Evidence gaps, overclaim, metadata, publish readiness — CRITICAL severity
8
rules
Refresh Engine
Visibility decline, competitor leapfrog, stale evidence, entity gaps, link decay
12
rules
Technical Audit
AI bot access, snippet controls, JS rendering, schema validation, structured data
VELRA Architecture

Built for content operations at scale

62
validation rules across 5 dedicated rule engines
21
Industry Knowledge Packs covering YMYL & commercial verticals
9
product layers from brand context to portfolio analytics
13
workflow stages from discovery through refresh
VELRA Content OS architecture, April 2026.
Try Free

Start without signing up

See how your existing content scores before committing to a plan.

📊
Content Audit
Score any URL across 16 criteria: intent fit, clarity, information gain, trust, extractability.
Try free →
📋
Quick Brief Generator
Enter a topic + audience. Get a structured brief with must-answer questions and info gain angle.
Try free →
👁️
AI Visibility Check
Enter your domain + 3 prompts. See if AI engines mention you — and how.
Try free →
Pricing

Simple pricing. Every module included.

Start free. Upgrade when you see results. All paid plans include a 7-day trial.

Starter
$79/mo
1 brand, 15 articles/mo, 3 clusters, 5 AI engines, all 62 rules
MOST POPULAR
Growth
$199/mo
3 brands, 50 articles/mo, 15 clusters, benchmark, YMYL, refresh
Agency
$499/mo
15 brands, 150 articles/mo, white-label, agency dashboard, API, SSO
Enterprise
$1,500+/mo
50 brands, 500 articles/mo, MCP, dedicated AM, custom SLA
Annual billing saves 20%. Compare all plans →
Ready to build?

Content that earns trust.
Content that AI engines want to cite.

People-first. Evidence-backed. Structured for AI Search citation readiness. Start with a brief. End with proof.