How to Run an AI Search Competitive Analysis (Step-by-Step)

Last Updated: January 2025

In traditional SEO, you can check Google Search Console and SEMrush to see where you stand. In AI search? There's no easy button yet.

This guide walks you through exactly how to analyze your competitive position in AI search, identify opportunities, and build a winning strategy.

Why Competitive Analysis Matters More in AI Search

Factor	Traditional Search	AI Search
Results per query	10+ results	1-3 citations
Traffic distribution	Everyone gets some	Winner takes majority
Position #5 value	Meaningful traffic	Nearly invisible

The competitive stakes are higher. Much higher.

Context: The AI Search Revolution: Why Traditional SEO is Dead

The 5-Step Competitive Analysis Framework

Step 1: Identify Your Real Competitors

Your traditional SEO competitors might not be your AI search competitors.

Traditional search competitor identification:

• Google "[your category]"
• See who ranks #1-10
• Those are your competitors

AI search competitor identification:

• Query AI engines with category questions
• See who gets cited
• Those are your real competitors

Example:

Source	Top 5 Results
Traditional search for "project management software"	Monday.com, Asana, ClickUp, Trello, Jira
AI search citations for "best project management software for teams"	Monday.com (85%), Notion (72%), Asana (45%), Linear (38%)

Surprise: Notion appears as a strong AI search competitor despite not being in the top 5 traditional results. Linear is cited more than ClickUp.

Action: Your real competitors are who AI engines cite, not who ranks in Google.

Step 2: Map the Citation Landscape

Create a citation matrix for your category using these sample queries:

1. "best [category]"
2. "how to choose [category]"
3. "[category] comparison"
4. "[category] for [use case]"
5. "top [category] features"

For each query, test across platforms:

• ChatGPT (GPT-4)
• Claude (Sonnet)
• Perplexity AI
• Google Gemini

Calculate citation frequency:

Competitor	ChatGPT	Claude	Perplexity	Gemini	Total	Share
Monday.com	4	3	4	3	14	28%
Notion	3	5	2	2	12	24%
Asana	4	2	4	4	14	28%
Linear	3	4	3	2	12	24%
Your company	0	0	1	0	1	2%

Key insights:

• Monday.com and Asana lead (28% share each)
• Notion and Linear are strong secondary players (24% each)
• You're barely present (2% share)

Tool tip: Use our Competitor Citation Checker to automate this analysis.

Step 3: Analyze Competitor Content Strategies

For each top competitor, audit their content authority:

3a. Content Type Distribution

Competitor	Guides	Comparisons	Data/Research	Use Cases	Thought Leadership
Monday.com	45%	20%	15%	15%	5%
Notion	35%	10%	5%	30%	20%
Asana	40%	25%	10%	20%	5%

Insight: Monday and Asana win with comprehensive guides. Notion wins with use case content and thought leadership.

3b. Content Characteristics

What top performers have in common:

• Average length: 2,500-3,500 words
• Update frequency: Monthly to quarterly
• Data inclusions: Screenshots, stats, original data
• Structure: Clear H2/H3 hierarchy, tables, numbered lists
• E-E-A-T signals: Author bios, credentials, last updated dates

Related: How to Write Content That AI Search Engines Actually Cite

3c. Backlink Profiles

Analyze who links to your competitors, especially their Tier 1 authority sources:

Competitor	Total Domains	Tier 1 Sources	Top Sources
Monday.com	847	142	Forbes, TechCrunch, HBR
Notion	1,243	89	Product Hunt, Hacker News, Fast Company
Your company	143	8	Small industry blogs

Gap identified: You need 50-100+ Tier 1 backlinks to compete.

Step 4: Identify Winnable Opportunities

Not all citation opportunities are equal. Find gaps where you can compete:

4a. Query Gap Analysis

Query	Competitor Cited	You Cited	Difficulty	Opportunity
"best PM software"	✅	❌	Very High	⭐
"PM software for remote teams"	✅	❌	High	⭐⭐
"PM software for agencies"	❌	❌	Medium	⭐⭐⭐
"PM software with time tracking"	Sometimes	❌	Medium	⭐⭐⭐⭐
"free PM software for small teams"	Sometimes	❌	Low	⭐⭐⭐⭐⭐

Strategy: Focus on ⭐⭐⭐⭐+ opportunities first. You probably can't win "best PM software" (yet), but you can win niche queries.

4b. Content Gap Analysis

Content Type	Monday	Asana	Notion	Linear	You	Priority
Use case library	✅	✅	✅	✅	❌	High
Template gallery	✅	✅	✅	❌	❌	High
Integration docs	✅	✅	✅	✅	Partial	Medium
Comparison pages	✅	✅	✅	✅	❌	High
Customer ROI data	✅	✅	❌	❌	❌	High
Industry benchmarks	✅	✅	❌	❌	❌	High

4c. Authority Gap Analysis

Authority Source	Monday	Asana	Notion	You	Difficulty
Forbes	✅	✅	✅	❌	Very High
TechCrunch	✅	✅	✅	❌	Very High
G2/Capterra	✅	✅	✅	✅	Low
Industry blogs	✅	✅	✅	Partial	Medium
University research	❌	❌	✅	❌	High

Strategy:

• Quick wins: Industry blogs, community sites
• Long-term: University partnerships, research collaborations
• Moonshots: Major publications (possible with newsworthy research)

Step 5: Build Your Competitive Strategy

Based on your analysis, create a 6-month plan:

Phase	Timeline	Focus	Expected Outcome
Foundation	Months 1-2	10 guides, use case library, comparison pages	5-10 citations for long-tail queries
Momentum	Months 3-4	Backlink outreach, 20 more guides, research	20-30 citations, 3-5% share
Scaling	Months 5-6	Industry report, university partnership, PR	50-80 citations, 10-15% share

Measure progress: Beyond Traffic: How to Actually Measure AI Search Success

Competitive Intelligence Checklist

Weekly

• Monitor citation frequency for top 10 queries
• Check for new competitor content
• Track backlink acquisition (yours and competitors')

Monthly

• Full citation matrix update
• Competitive content audit
• Gap analysis refresh
• Strategy adjustment based on findings

Quarterly

• Comprehensive competitive review
• Market positioning assessment
• Authority score comparison
• ROI analysis and budget reallocation

Tools for Competitive Analysis

Manual Approach (Free)

• Query AI engines directly
• Track citations in spreadsheet
• Monitor competitor sites for new content
• Use Ahrefs/SEMrush for backlink analysis

Time investment: 10-15 hours/month Limitations: Only tracks what you think to check

FirstSearch (Automated)

• Automatic citation tracking across 100+ AI platforms
• Competitive citation share analysis
• Gap identification and prioritization
• Backlink authority scoring
• Real-time alerts for competitor changes

Time investment: 2-3 hours/month Advantages: Comprehensive, automated, identifies opportunities you'd miss manually

Check your visibility: AI Visibility Checker

Real-World Example: Beating a Bigger Competitor

Case Study: CloudSync vs. Dropbox

CloudSync (fictional name), a small file sync startup, was competing against Dropbox in AI search.

Initial Position (Month 0)

Metric	Dropbox	CloudSync
Citation share	89%	2%

Strategy

Instead of trying to beat Dropbox on "best cloud storage," they focused on niche queries:

Target queries:

• "cloud storage for creative teams"
• "file sync with version control"
• "cloud storage for large video files"
• "collaborative file sharing for agencies"

Content strategy:

• Created the most comprehensive version control guide (8,000 words)
• Published study on creative team workflows (data from 500 teams)
• Built case study library specifically for agencies
• Partnered with video editing community forums

Results After 6 Months

Metric	Before	After	Change
Niche query citations	2%	67%	+65pp
Overall citation share	2%	18%	+16pp
AI-referred traffic	Baseline	+847%	8.5x
ROI	-	3.2x	Positive

Key lesson: You can't beat Google at search, but you can become the topical authority for specific use cases and audiences.

The Competitive Moat

The companies that win AI search early will build a moat:

1. Citations beget citations: Once you're the cited source, you stay the cited source
2. Authority compounds: More backlinks → more citations → more backlinks
3. Content advantage: First to create comprehensive content often stays #1
4. Brand recall: Users who see you cited develop brand preference

Starting now gives you months or years of advantage over competitors who wait.

---

Frequently Asked Questions

How often should I run a competitive analysis for AI search?

Run a comprehensive competitive analysis quarterly, with lighter monitoring weekly and monthly. Weekly: Track citation frequency for your top 10 queries and note any competitor content updates. Monthly: Update your full citation matrix across all platforms and refresh your gap analysis. Quarterly: Conduct a deep-dive competitive review including backlink profile changes, content strategy shifts, and authority score comparisons. AI search is evolving rapidly, so annual analysis alone isn't sufficient.

What if my competitors aren't being cited in AI search either?

This is actually an opportunity. If your category lacks AI search leaders, you have a first-mover advantage. Focus on becoming the definitive source before competitors do. Create comprehensive content, build authority signals, and establish topical authority in your niche. Being first to dominate AI search in your category is easier than displacing an established leader. Monitor for when competitors start appearing in citations. That's your signal to accelerate.

How do I know which queries to prioritize for competitive analysis?

Prioritize queries using a value-difficulty matrix. High value + Low difficulty = immediate targets (niche queries competitors ignore). High value + High difficulty = long-term goals (category-defining queries). Start by listing all queries your prospects might ask AI, then score each for: (1) commercial intent, (2) current competitor citation density, and (3) your ability to create superior content. Focus 70% of effort on medium-difficulty queries where you can realistically win within 6 months.

Can a small company compete with enterprise competitors in AI search?

Yes, through specialization. Enterprise competitors have broad authority but often lack depth in specific niches. A small company can dominate "CRM for real estate agents" or "project management for creative agencies" while enterprise players focus on broad categories. Create the most comprehensive, data-rich, regularly-updated content for your niche. Build relationships with niche authority sources. Own a specific use case completely, then expand. Many startups have achieved 50%+ citation share in their niches against competitors 100x their size.

How do I track competitors' backlink strategies for AI search?

Use traditional SEO tools (Ahrefs, SEMrush) to monitor competitor backlink acquisition, but filter for AI-relevant signals. Track: (1) New links from Tier 1 authority sources (universities, major publications, industry leaders), (2) Content that earns multiple authority links (indicates citation-worthy material), (3) Partnership announcements suggesting co-marketing or research collaboration. Set alerts for competitor brand mentions on authority sites. The goal isn't to copy their strategy. It's to identify authority sources open to linking in your space and opportunities they're missing.

What's the difference between citation share and market share?

Citation share measures how often AI search engines cite you versus competitors when answering category-related queries. Market share measures actual revenue or customer base. They're related but distinct. High citation share builds brand awareness and influences purchase decisions, eventually contributing to market share. A company with 40% citation share and 10% market share has significant growth potential as AI search adoption increases. Track both: citation share predicts future market position, while market share validates that AI search influence is converting to business results.

---

Want to see where you stand vs. competitors in AI search? Get started with FirstSearch and run your first competitive analysis in minutes.