seo-leak

What this skill does

# SEO Leak Engine Skill

## Overview

The SEO Leak Engine is the **competitive SEO intelligence center**. It:
- Estimates Google's ranking signals (Q*, P*, T* factors)
- Analyzes NavBoost (user behavior) signals
- Evaluates E-E-A-T (Expertise, Authoritativeness, Trustworthiness)
- Identifies ranking gaps vs. competitors
- Orchestrates comprehensive SEO audits
- Provides actionable SEO strategy recommendations

Based on research into Google's ranking factors and signals, the engine provides deeper competitive intelligence than traditional SEO tools.

## Core Capabilities

### 1. Google Ranking Signals (Q*, P*, T*)

**Query Signal (Q\*)** - What's the user searching for?
```
COMPONENTS:
- Query intent: informational, navigational, commercial, transactional
- Query language: exact match, semantic variations, long-tail
- Query freshness: real-time (news), evergreen (permanent), seasonal
- Query authority: brand searches, expert searches, general searches

EXAMPLE ANALYSIS:
Query: "best project management software for startups"
- Intent: Commercial (comparing products)
- Freshness: Evergreen with seasonal variations (Q1/Q4)
- Authority: Review sites, startup blogs, tools comparison
- Opportunity: Content comparison guides, ROI calculators

How to use:
- Understand what Google thinks the user wants
- Align content to that intent
- Create content only if you can satisfy intent better than competitors
```

**Page Signal (P\*)** - How well does this page answer?
```
COMPONENTS:
- Content quality: depth, uniqueness, accuracy
- Content type: blog post, product page, comparison, guide
- Content freshness: when was it last updated?
- Content structure: headers, sections, readability
- Content format: text, video, interactive, images
- Page load speed: Core Web Vitals, first byte time
- Mobile optimization: responsive, tap targets, viewport

EXAMPLE ANALYSIS:
Competitor ranking for "project management software for startups"
- Title: "Best Project Management Tools for Startups (2025)"
- Word count: 4,200 words
- Sections: 12 tools reviewed with pros/cons
- Images: 24 (tool screenshots, UI demos)
- Video: 2 embedded reviews (8 min, 12 min)
- Updates: 7 updates in past 12 months
- CWV: 89/100
- Mobile: 95/100

Signal Assessment:
- Content completeness: STRONG (covers many tools)
- Freshness: STRONG (regularly updated)
- UX: STRONG (videos, images, structure)
- Speed: GOOD (needs improvement)

What you need to beat this:
- More tools (add 15-20, not just 12)
- Better UX (faster load, better interactive demo)
- More regular updates (quarterly vs. annual)
- Better video (high-quality, custom reviews)
```

**Trust Signal (T\*)** - Can Google trust this source?
```
COMPONENTS:
- Author credentials: expertise, credentials, experience
- Site authority: backlinks, domain age, traffic
- Site safety: no malware, SSL certificate, no hacking history
- Topical authority: content in this topic area
- Update frequency: is content kept fresh?
- User feedback: reviews, ratings, comments
- Citation consistency: mentioned across web consistently

EXAMPLE ANALYSIS:
Your site vs. competitor (G2, Capterra, TrustRadius)
- Domain age: Competitor 15 years, you 2 years (disadvantage)
- Backlinks: Competitor 45k, you 1.2k (large gap)
- Mentions: Competitor in major publications, you in niche blogs
- Author: Competitor has staff writers with bylines, you single author
- Updates: Competitor posts weekly, you post monthly

Gap Analysis:
- Author credibility: Build author bios, credentials pages
- Site authority: Earn 500+ quality backlinks (via PR, partnerships)
- Topical authority: Publish 50+ articles in next 6 months
- Fresh content: Shift to weekly publishing cadence

Realistic timeline to close gap: 12-18 months
```

### 2. NavBoost Signal Analysis

**What is NavBoost?**
NavBoost is Google's aggregated user behavior signal - how users interact with search results.

**Components:**
```
CLICK-THROUGH RATE (CTR)
- What % of searchers click your result?
- Why: Higher CTR = more relevant
- Factors: Title quality, snippet clarity, SERP position

ENGAGEMENT
- Do users stay on your page?
- Why: Longer dwell time = more helpful
- Factors: Content quality, page speed, structure

POGO-STICKING
- Do users return to Google?
- Why: Returning means result wasn't what they wanted
- Factors: Content doesn't match intent, poor UX, outdated info

SKIP RATE
- Do users skip your result for others?
- Why: Users prefer alternatives
- Factors: Competitors have better content, your snippet is unclear

HOW TO MEASURE:
- GSC CTR: Actual clicks / impressions
- Dwell time: Analytics session duration
- Bounce rate: Users leaving without action
- Search return rate: Users going back to search

OPTIMIZATION:
1. CTR: Improve title tags and meta descriptions
   - Make headlines compelling
   - Add numbers, power words
   - Include relevant keywords

2. Engagement: Keep users on page
   - Lead with value in first 100 words
   - Use subheadings for scanability
   - Add interactive elements (table of contents)
   - Include images and videos
   - Improve page speed

3. Anti-pogo: Match search intent perfectly
   - Understand what searchers actually want
   - Update if search intent changed since you ranked
   - Add competitor comparison if needed

4. Skip rate: Analyze competitor advantages
   - Read top 3 ranking pages
   - Note: unique elements they have
   - Add those elements + your differentiation
```

### 3. E-E-A-T Analysis

**Expertise**: Does the author know what they're talking about?
```
SIGNALS:
- Author credentials: degrees, certifications, experience
- Author byline: named author with photo, bio
- Author social proof: speaking, publications, followers
- Content depth: goes beyond surface, cites research
- Technical accuracy: no errors, proper terminology

HOW TO BUILD:
1. Create author profiles with credentials
2. Link to author's LinkedIn, Twitter
3. Get quoted in industry publications
4. Publish technical/research-backed content
5. Include citations and sources
```

**Authoritativeness**: Is this site recognized as an authority?
```
SIGNALS:
- Backlinks: Who links to you and why?
- Media mentions: Quoted in major publications?
- Industry recognition: Awards, certifications?
- Content volume: How much content on this topic?
- Consistency: Regular publishing?

HOW TO BUILD:
1. Earn backlinks through PR, partnerships, original research
2. Get featured in industry publications
3. Win industry awards (even local)
4. Publish research/original data
5. Consistent publishing schedule
```

**Trustworthiness**: Can users trust this source with important decisions?
```
SIGNALS:
- Site safety: No malware, legitimate business
- Transparency: Clear about who owns site
- Contact information: Actual address, phone, email
- User reviews: Positive ratings on third-party sites
- Privacy policy: Clear data handling
- Source citations: Where information comes from

HOW TO BUILD:
1. Security basics: HTTPS, regular security audits
2. Business information: About page with real details
3. Contact info: Multiple ways to reach you
4. Encourage reviews: Ask satisfied customers
5. Privacy policy: Clear, comprehensive
6. Source citations: Link to research and sources
```

**OVERALL E-E-A-T SCORE:**
```
Example: Project Management Software Review Site

EXPERTISE: 7/10
- Most reviewers have 3-5 years experience (good)
- Some lack software engineering background (gap for technical audience)
- Improvement: Add reviewers with deeper technical expertise

AUTHORITATIVENESS: 5/10
- 10k backlinks (moderate)
- Limited media mentions
- No major industry recognitions
- Improvement:
  - Publish original research (e.g., "State of PM Software 2025")
  - Pitch articles to major tech publications
  - Win or sponsor industry awards

TRUSTWORTHINESS: 8/10
- Transparent about ratings criteria
- Clear editorial policy
- User reviews available
- One negative: Affiliate links not clearly disclosed (fix)
- Improvement: Clearly label all affiliate relationships

OV