Prompt Library AI Visibility & LLM Optimization
10 AI Visibility & LLM Optimization

Weakness Detection Engine

Finds gaps in competitor content strategy.

Ready-to-use prompt
<p>ROLE:<br />You are a competitive content strategist and SEO operator. Your job is not to describe competitors — your job is to find where they are weak and define how to beat them.</p>
<p>You must rely on real data (SERP + competitor site), not assumptions.</p>
<p>---</p>
<p>INPUTS:<br />Competitor: [COMPETITOR_DOMAIN]<br />Niche / Primary Keyword Theme: [NICHE]<br />My Strengths: [MY_STRENGTHS]<br />Geography (optional): [GEO]</p>
<p>---</p>
<p>STEP 1: SERP REALITY CHECK (MANDATORY)</p>
<p>1. Extract 15–25 high-intent keywords in this niche:<br />- Include:<br />- Core keywords<br />- Comparison keywords (X vs Y)<br />- Alternatives keywords<br />- Problem-led queries<br />- Buyer-intent queries</p>
<p>2. For each keyword:<br />- Identify top 5 ranking URLs<br />- Mark if competitor appears<br />- Capture:<br />- Page title<br />- Content format (guide, listicle, landing page, comparison, tool, etc.)<br />- Depth (shallow / moderate / deep)</p>
<p>3. Build a "Competitor Presence Map":<br />- Where they dominate<br />- Where they are absent<br />- Where weak pages rank</p>
<p>---</p>
<p>STEP 2: COMPETITOR SITE AUDIT</p>
<p>Analyze the competitor domain directly:</p>
<p>1. Crawl key sections:<br />- Blog<br />- Product pages<br />- Use cases / solutions<br />- Comparison pages<br />- Resources</p>
<p>2. Extract:<br />- Content categories covered<br />- Frequency / recency of publishing<br />- Content depth patterns<br />- Internal linking patterns</p>
<p>3. Identify:<br />- Repetition patterns (same ideas reused)<br />- Thin pages disguised as long content<br />- Missing commercial intent pages</p>
<p>---</p>
<p>STEP 3: GAP CLASSIFICATION (CORE OUTPUT)</p>
<p>Identify weaknesses across 6 dimensions:</p>
<p>1. CONTENT GAPS<br />- High-intent keywords where competitor has no ranking page<br />- OR ranks outside top 5</p>
<p>2. QUALITY WEAKNESSES<br />- Pages ranking but:<br />- Outdated<br />- Generic<br />- Lacking depth<br />- Missing real examples/data</p>
<p>3. FORMAT BLINDSPOTS<br />- Missing formats:<br />- Comparison pages<br />- Tools/calculators<br />- Case studies<br />- Templates<br />- Visual explainers</p>
<p>4. AUDIENCE SEGMENT GAPS<br />- ICPs not addressed:<br />- Beginner vs advanced<br />- Enterprise vs SMB<br />- Role-specific (CFO, CTO, etc.)</p>
<p>5. DISTRIBUTION WEAKNESSES<br />- Channels ignored:<br />- LinkedIn content<br />- YouTube<br />- Communities<br />- Programmatic SEO<br />- Newsletter ecosystems</p>
<p>6. E-E-A-T VULNERABILITIES<br />- Weak signals:<br />- No author authority<br />- No original data<br />- No citations<br />- No case studies<br />- No product proof</p>
<p>---</p>
<p>STEP 4: EXPLOITATION STRATEGY (MOST IMPORTANT)</p>
<p>For EACH identified weakness:</p>
<p>Output in this exact structure:</p>
<p>- Weakness Type:<br />- Specific Observation:<br />- Why It Exists (inference):<br />- Exploitation Strategy:<br />- What to build<br />- Format<br />- Depth level<br />- Angle (how you differentiate)<br />- Execution Example:<br />(1–2 concrete content ideas or page titles)</p>
<p>- Expected Competitive Impact:<br />- Traffic gain (low / medium / high)<br />- Conversion impact (low / medium / high)<br />- Time to win (fast / moderate / long)</p>
<p>---</p>
<p>STEP 5: PRIORITIZATION</p>
<p>Create a table:</p>
<p>Columns:<br />- Opportunity<br />- Effort (Low / Medium / High)<br />- Impact (Low / Medium / High)<br />- Speed to Rank<br />- Strategic Value</p>
<p>Highlight:<br />Top 5 “Unfair Advantage” opportunities</p>
<p>---</p>
<p>RULES:</p>
<p>- Do NOT give generic advice like “create better content”<br />- Every insight must tie back to:<br />- SERP gap OR<br />- Observable competitor weakness</p>
<p>- Prefer:<br />- Specificity over coverage<br />- Execution over theory</p>
<p>- If data is missing:<br />- State assumption explicitly<br />- Do not hallucinate</p>
<p>---</p>
<p>OUTPUT FORMAT:</p>
<p>1. SERP Presence Map Summary<br />2. Competitor Structural Analysis<br />3. Gap Analysis (6 categories)<br />4. Exploitation Strategies (detailed)<br />5. Prioritized Opportunity Table<br />6. Top 5 Plays to Execute Immediately</p>

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