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How to Do an SEO Competitor Analysis (+ Track AI Search Rivals)

How to Do an SEO Competitor Analysis (+ Track AI Search Rivals)

In this article, you’ll learn how to run a complete SEO competitor analysis — step by step, with real examples. You’ll also learn how to extend that same analysis to AI search, where platforms like ChatGPT, Perplexity, and Google AI Mode are reshaping how buyers discover brands.

Table of Contents

What Is an SEO Competitor Analysis?

An SEO competitor analysis is the process of studying how your competitors perform in organic search — and why. You’re looking at their keywords, content, backlinks, technical setup, and overall strategy to find strengths you can replicate and weaknesses you can exploit.

The goal is not to copy competitors. It’s to learn from their work so you can build something better. Instead of guessing which keywords to target, which content formats to use, or where to build links, you reverse-engineer what’s already working in your space and leapfrog it.

Here’s what that looks like in practice. You’ll analyze things like which keywords send them the most traffic, which pages earn the most backlinks, where gaps exist in their content strategy, and how their site performs technically compared to yours.

An SEO competitor analysis is not a one-time project. Markets shift, competitors publish new content, and search algorithms change. The most effective teams run this analysis quarterly — at minimum — to keep their strategy current.

What About AI Search Competitors?

Here’s the nuance most guides miss: your competitors in traditional search may not be the same as your competitors in AI search.

In Google’s organic results, you compete with whoever ranks on page one for your target keywords. In AI search, you compete with whoever AI models mention, cite, or recommend when users ask questions related to your product or category.

A company that barely ranks in Google might dominate ChatGPT recommendations because their content is structured in a way AI models prefer to cite. And a brand that owns page one for every keyword might be invisible in Perplexity answers because their content lives behind JavaScript rendering or paywalls.

That’s why a modern competitor analysis needs to cover both channels.

Why Should You Perform an SEO Competitor Analysis?

Running an SEO competitor analysis saves you from the two biggest time-wasters in search marketing: pursuing keywords that are too competitive to win, and creating content that already exists in better form elsewhere.

Here’s specifically what you gain:

Learn what works before you invest. Instead of spending months testing content strategies from scratch, you study what’s already earning traffic and links in your niche. Your competitors have done the experimentation for you — use it.

Find gaps they’ve missed. No competitor covers every topic perfectly. Content gaps, missing keyword clusters, broken pages with backlinks — these are all openings you can exploit.

Understand the competitive difficulty. Before chasing a keyword, you need to know what it takes to rank. Competitor analysis shows you the domain authority, backlink profile, and content quality of whoever currently owns that position.

Prioritize your roadmap. You can’t do everything at once. Competitor analysis helps you rank opportunities by impact and effort, so you focus on the 20% of work that drives 80% of results.

Discover new channels. When you study how competitors get traffic, you’ll often find channels you haven’t explored — whether that’s template pages, tools, glossary content, or AI search optimization.

When Should You Perform an SEO Competitor Analysis?

Don’t treat competitor analysis as a one-time checkbox. Run one whenever:

You’re launching a new site or entering a new market. Before publishing a single page, you need to understand what the search landscape looks like. Who ranks for your target keywords? How strong are they? What content formats do they use? This shapes your entire SEO strategy.

Your rankings have dropped. If you’ve lost positions, a competitor probably did something right. Analyze what changed — new content, new backlinks, technical improvements — and respond.

You’re planning your quarterly content roadmap. Every content planning cycle should start with a fresh look at what competitors are publishing, what’s earning them traffic, and what gaps remain.

You’re expanding into AI search. If you haven’t tracked how your competitors appear in AI-generated answers, now is the time. AI search visibility changes faster than organic rankings, and early movers have a significant advantage.

A new competitor has entered your space. When a well-funded company starts publishing content in your niche, you need to understand their approach quickly and adjust.

How to Perform an SEO Competitor Analysis

Let’s walk through this step by step. We’ll use a real-world scenario — imagine you’re running a SaaS company that sells CRM software — to make the examples concrete.

1. Identify Your SEO Competitors

Your SEO competitors are not always your business competitors. They’re the websites that rank for the keywords you want to rank for.

For example, HubSpot ranks for nearly every CRM-related keyword, but so do sites like G2, Capterra, and Forbes Advisor. These review and media sites are SEO competitors even though they don’t sell CRM software directly.

Here’s how to find your SEO competitors:

Method 1: Use a keyword research tool. Enter 5–10 of your most important target keywords into a keyword research tool and look at who consistently appears in the top 10 results. The domains that show up across multiple keywords are your primary SEO competitors.

[Screenshot: Enter your target keywords into a keyword research tool and examine the top-ranking domains across your keyword set]

Method 2: Search manually for your core terms. Open an incognito browser window and search for your 5 most important keywords. Write down the top 5 domains that appear across multiple searches. This manual method is less comprehensive but gives you a quick directional answer.

Method 3: Use Google Search Console. If your site already has some rankings, check which domains consistently appear alongside you in search results for your target queries.

Once you’ve built your list, narrow it down to 3–5 primary competitors. You want enough to spot patterns but not so many that the analysis becomes unmanageable.

Assess their strength. For each competitor, check their website authority to understand how difficult they’ll be to outrank. A domain with a very high authority score and thousands of backlinks requires a different strategy than a newer site with moderate authority.

[Screenshot: Use Analyze AI’s free Website Authority Checker to check competitor domain strength]

Pro Tip: Don’t ignore competitors with lower authority scores. These are often the easiest to outrank first, and every keyword you take from a weaker competitor builds your authority for harder battles later.

How to Identify Your AI Search Competitors

Your AI search competitors are the brands that get mentioned when someone asks ChatGPT, Perplexity, or Google AI Mode a question related to your product category.

Here’s the problem: you can’t find AI search competitors by Googling. AI models build their answers from a different set of signals — training data, citation patterns, content structure — and the results can surprise you.

In Analyze AI, you can see this directly. The platform automatically suggests competitors based on which brands appear alongside yours in AI-generated answers.

Analyze AI Suggested Competitors — entities frequently mentioned that you haven’t tracked yet

Once you track them, you’ll see a side-by-side comparison of how often each competitor gets mentioned across AI models, when they were last seen, and how their visibility compares to yours.

Analyze AI Tracked Competitors — showing mentions and tracking status

You can also add competitors manually if you already know who your business rivals are. Just click “Add Competitor,” enter their name and website, and Analyze AI will start tracking their presence in AI answers.

Adding a new competitor to track in Analyze AI

This matters because a brand that doesn’t appear in AI-generated answers for your core prompts has a fundamentally different competitive problem than one that doesn’t rank in Google. Both need attention, and the strategies to fix them are different.

2. Analyze Their Site Structure and Traffic Sources

Once you know who your competitors are, the next step is understanding where their organic traffic comes from. This tells you which parts of their site are performing well — and reveals strategies you can replicate.

Look at their site architecture. Most successful SEO-driven sites organize content into clear subfolders: /blog/, /templates/, /tools/, /glossary/, /resources/. Each subfolder targets a different type of search intent.

For example, a CRM competitor might get 40% of their organic traffic from blog content targeting informational keywords (“how to manage sales pipeline”), 30% from product pages targeting commercial keywords (“best CRM software”), and 20% from template or tool pages (“free sales email templates”).

Here’s how to investigate this:

Step 1: Visit your competitor’s website and map their navigation. Note every content section — blog, resources, academy, tools, templates, case studies.

Step 2: Use a SERP checker to test representative keywords from each section and see which competitor pages rank.

Step 3: Look at the URL structure. URLs like /blog/topic-keyword, /templates/template-type, or /tools/free-tool-name reveal how competitors organize content.

Step 4: Check which pages get the most traffic. Use a traffic estimation tool or the Analyze AI Website Traffic Checker to see estimated traffic volumes.

[Screenshot: Use Analyze AI’s free Website Traffic Checker to estimate competitor traffic]

What you’re looking for are content types and structures that consistently earn traffic. If every CRM competitor has a “CRM comparisons” section with dozens of pages, that’s a validated content strategy worth replicating.

How to See Where AI Search Traffic Actually Lands

Traditional competitor analysis shows you where Google traffic goes. But AI search traffic behaves differently — it tends to land on different pages.

In Analyze AI, the Landing Pages report shows you exactly which pages on your site (or a competitor’s site) receive traffic from AI platforms like ChatGPT, Perplexity, Claude, and Copilot. You can see which AI engines refer traffic to each page, how many sessions each page gets, and engagement metrics like bounce rate and session duration.

Analyze AI Landing Pages — which pages receive AI-referred traffic, with referrers, sessions, citations, engagement, and bounce rate

This data is invaluable for competitor analysis because it reveals patterns. If you notice that product pages and long-form comparison posts earn the most AI traffic, you know where to focus your content strategy. If blog posts with clear structure and schema markup consistently get cited, that’s a signal about what AI models prefer.

You can also see which AI engines drive the most traffic overall. The AI Traffic Analytics dashboard breaks down visitors by source — ChatGPT, Claude, Copilot, Gemini, Perplexity — so you can focus optimization efforts where they’ll have the most impact.

Analyze AI Traffic Analytics — daily visitors broken down by AI source with visibility overlay

3. Find and Close Content Gaps

Content gaps are keywords your competitors rank for that you don’t. They’re the lowest-hanging fruit in competitor analysis because you already know there’s demand — your competitor is getting traffic from these terms.

Here’s how to find them:

Step 1: Build your keyword universe. Gather the keywords each of your 3–5 competitors ranks for. You can do this using keyword research tools or by manually checking their top-performing pages.

Step 2: Cross-reference against your own rankings. Use a keyword rank checker to see where you currently rank for those same terms. Any keyword where a competitor ranks in the top 10 but you don’t rank at all (or rank below position 20) is a content gap.

[Screenshot: Use the Analyze AI free Keyword Rank Checker to check your current positions for competitor keywords]

Step 3: Prioritize by opportunity. Not all content gaps are worth pursuing. Filter by:

  • Search volume: Is there enough monthly search volume to justify creating content?

  • Keyword difficulty: Can you realistically rank for this term given your site’s authority? Use a keyword difficulty checker to assess this.

  • Business relevance: Does this keyword attract potential customers, or just general browsers?

  • Search intent: Is the intent informational, commercial, or transactional? Commercial and transactional keywords typically convert better.

Step 4: Group keywords into clusters. Individual keywords are less useful than keyword clusters — groups of related keywords that can be targeted by a single piece of content. This prevents keyword cannibalization and helps you plan content more efficiently.

Pro Tip: Pay special attention to keywords where all your competitors rank but you don’t. These represent consensus opportunities — topics that every player in your space considers important enough to cover.

Step 5: Analyze the ranking content. Before you create content to fill a gap, study what currently ranks. Look at the content format (list post, how-to guide, tool roundup), the depth (word count, number of sections), and the unique value each piece provides. Your goal is to create something meaningfully better — not a copy.

Finding Content Gaps in AI Search

Content gaps in AI search look different from traditional keyword gaps. In AI search, the “gap” isn’t about which keywords you’re missing — it’s about which prompts and questions your competitors get mentioned in that you don’t.

In Analyze AI, the Competitors section shows you exactly where rivals are winning. You can see competitor mentions over time, how their visibility stacks up against yours, and which specific prompts they dominate.

The Perception Map takes this further by plotting every competitor on a 2×2 matrix of visibility versus narrative strength. This instantly shows you where competitors sit: “Visible & Compelling” (high visibility, positive sentiment), “Good Story, Less Seen” (positive but not visible enough), or “Visible, Weak Story” (visible but with poor sentiment).

Analyze AI Perception Map — competitors plotted by visibility vs. narrative strength, with battlecard details on hover

Clicking on any competitor bubble reveals a battlecard with their typical rank, number of tracked prompts, AI-cited pages, and the themes AI models associate with them (like “Ease of use” or “Enterprise fit”). This tells you exactly why a competitor wins in AI search — and what messaging you need to counter.

4. Spy on Featured Snippets Your Competitors Own

Featured snippets are the highlighted answer boxes that appear at the top of Google search results. Owning a featured snippet gives you massive visibility — often more clicks than the #1 organic position.

Here’s the thing: you can only “steal” a featured snippet if you already rank in the top 10 for that query. So the strategy is to find featured snippets owned by competitors for keywords where you already have a page ranking on page one.

Step 1: Identify keywords where your competitors own featured snippets. You can do this by searching for your competitor’s top keywords and noting which ones trigger snippets.

[Screenshot: Search for a competitor’s top keyword and note the featured snippet format — is it a paragraph, list, or table?]

Step 2: Check if you rank on page one for those same keywords. If you do, you have a shot at taking the snippet.

Step 3: Analyze the snippet format. Featured snippets come in three main types:

  • Paragraph snippets: A direct answer to a “what is” or “why” question. Usually 40–50 words.

  • List snippets: A numbered or bulleted list answering a “how to” or “best” query. Usually pulled from H2 or H3 headings.

  • Table snippets: Structured data answering comparison or data-driven queries.

Step 4: Optimize your content for the snippet format. If the current snippet is a list, make sure your page has a clear numbered list with concise steps in H3 tags. If it’s a paragraph, add a direct, concise definition near the top of your relevant section.

Pro Tip: The People Also Ask box is another rich snippet opportunity. Each PAA question is essentially a mini featured snippet. If your competitors appear in PAA results but you don’t, optimize your content to directly answer those questions.

5. Analyze Traffic by Country and Language

Understanding where your competitors get their traffic geographically reveals international SEO opportunities most companies overlook.

Here’s how to use this data:

Step 1: Check your competitor’s traffic distribution by country. Many traffic estimation tools break this down. If a competitor gets 60% of their traffic from the US, 15% from the UK, 10% from India, and 5% from Brazil, you can identify underserved markets.

Step 2: Look for markets where competitors have invested in localization. Check if they have:

  • Country-specific subfolders (/es/, /fr/, /de/)

  • Translated landing pages and blog content

  • Hreflang tags implemented correctly

Step 3: Identify markets where your competitors haven’t localized but traffic potential exists. If competitors get significant traffic from Spanish-speaking countries but haven’t translated their blog, that’s an opportunity for you.

Step 4: Prioritize markets based on business fit. International expansion only makes sense if you can actually serve those markets. Consider product availability, payment processing, support languages, and local competition.

Use the Analyze AI Keyword Generator to discover keyword variations in different markets. You can also check region-specific keyword volumes with the Bing Keyword Tool or the YouTube Keyword Tool if video content is part of your strategy.

6. Find and Exploit Backlink Gaps

Backlinks remain one of the strongest ranking factors in search. Link building isn’t just about quantity — it’s about finding the right linking opportunities that your competitors have secured but you haven’t.

A backlink gap is a website that links to one or more of your competitors but not to you. These are your highest-probability link building targets because the linking site has already shown willingness to link to content in your space.

Here’s how to find them:

Step 1: Gather competitor backlink profiles. For each of your 3–5 competitors, pull their backlink data using a backlink analysis tool. Look at total referring domains, the quality of those domains, and the pages that earn the most links.

Step 2: Find sites linking to competitors but not you. Cross-reference the backlink lists. Sites that link to two or more competitors but not to you are the most promising targets — they clearly care about your topic.

Step 3: Analyze why these sites linked. Click through to see the context. Common reasons include:

  • Resource pages: The linking site maintains a list of tools, guides, or resources in your niche.

  • Guest posts or contributed content: Your competitor published a guest article on that site.

  • Data citations: The linking site cited a study, survey, or data from your competitor.

  • Tool or template links: Your competitor offers a free tool or template that earned links.

  • Review or comparison articles: The linking site compared products in your category.

Step 4: Build an outreach list. For each link opportunity, note the URL, the linking context, and what you’d need to offer to earn a similar link. Resource page listings are the easiest — you just need to ask for inclusion. Data citations require you to publish original research. Guest posts require pitching content ideas.

Step 5: Check for broken links. Use the Analyze AI Broken Link Checker to scan competitor sites for broken pages that still have backlinks pointing to them. If a competitor’s page is returning a 404 error but still has 50 referring domains, you can create a replacement page and reach out to those linkers.

[Screenshot: Use the Analyze AI free Broken Link Checker to find broken pages on competitor sites]

Pro Tip: Don’t just look at the number of backlinks. Focus on the quality — links from high-authority, relevant sites in your industry matter far more than dozens of links from low-quality directories.

How AI Search Uses Citations Differently

In traditional SEO, backlinks help you rank. In AI search, citations determine whether AI models mention you in their answers.

Citations in AI search work differently from backlinks. When ChatGPT or Perplexity generates an answer, it pulls information from sources and often cites them directly. The domains that get cited most frequently across AI responses become the “authorities” that AI models trust and reference repeatedly.

Analyze AI’s Sources section reveals exactly which domains and URLs AI models cite when answering questions in your industry. You can see the total number of citations, the content types AI platforms reference (blogs, product pages, review sites, social), and the specific domains that dominate.

Analyze AI Sources — content type breakdown and top cited domains in AI responses

You can drill deeper into the Top Cited Domains to see citation counts by specific AI model. For example, you might discover that G2 reviews are the most cited source in ChatGPT for your category, while Wikipedia dominates in Claude.

Top Cited Domains expanded — filtered by AI model showing citation counts per domain

This gives you a clear action plan: if review sites dominate AI citations in your space, focus on building your presence on those review platforms. If competitor blogs are heavily cited, study what makes their content citable and create something better.

7. Spot Link Bait Opportunities from Competitor Content

Some pages naturally attract more backlinks than others. These are “link bait” — content that’s so useful, original, or interesting that other sites link to it without being asked.

By studying what types of content earn the most links for your competitors, you discover proven formats you can replicate.

Here’s what to look for:

Original research and data studies. Posts like “State of [Industry] Report 2026” or “We Analyzed 10,000 [Things] — Here’s What We Found” consistently earn links because they contain data that journalists and bloggers need to cite.

Free tools and calculators. Interactive tools (ROI calculators, graders, analyzers) earn links because they provide ongoing utility. Every time someone recommends the tool, they link to it.

Comprehensive guides and glossaries. Definitive guides on broad topics (“The Complete Guide to Content Marketing”) earn links because they become reference material.

Statistics roundup posts. Pages that aggregate and organize industry statistics in one place earn links from anyone writing about that topic who needs data to cite.

Templates and frameworks. Downloadable templates, spreadsheets, and frameworks earn links because they provide immediate practical value.

To identify which format works best in your niche, look at your competitors’ most-linked pages. The patterns will be obvious. If three out of five competitors earned their most links from original data studies, that’s a signal that your niche values original research.

Once you identify link bait that works, create your version and use smart internal linking to distribute the authority those link-bait pages earn to your most important commercial pages. This is how you use informational content to boost the rankings of your money pages.

8. Audit Their Technical SEO

Technical SEO is the foundation that makes everything else work. If your competitor’s site loads faster, has better Core Web Vitals, and has cleaner crawlability, they have a structural advantage that content alone can’t overcome.

Here’s what to check:

Core Web Vitals. Test your competitors’ key pages using Google’s PageSpeed Insights. Compare their scores to yours across three metrics:

  • Largest Contentful Paint (LCP): How fast does the main content load? Under 2.5 seconds is good.

  • Interaction to Next Paint (INP): How responsive is the page to user interactions? Under 200ms is good.

  • Cumulative Layout Shift (CLS): Does the page layout shift as it loads? Under 0.1 is good.

[Screenshot: Test a competitor’s URL in PageSpeed Insights and note the Core Web Vitals scores]

If your competitors consistently pass Core Web Vitals and your site doesn’t, this is a priority fix. Google uses these as ranking signals, and the gap compounds across every page on your site.

Site speed. Beyond Core Web Vitals, check overall page load time. Test several pages, not just the homepage. Blog posts, product pages, and landing pages often have different performance profiles.

Mobile usability. Open competitor pages on a mobile device. Note how their content renders, whether their navigation is usable, and how their CTAs are positioned. Google uses mobile-first indexing, so mobile experience directly affects rankings.

Schema markup. Check whether competitors use structured data (schema.org markup) on their pages. Look for FAQ schema, HowTo schema, Product schema, and Article schema. These can improve how pages appear in search results and increase click-through rates.

Crawlability. Check your competitors’ robots.txt files and sitemaps. Are they blocking any important sections? Do they have clean URL structures? Are they using canonical tags correctly?

Use the Analyze AI free AI Website Audit Tool to quickly assess how well your site (and competitor sites) are optimized for both search engines and AI models.

Pro Tip: Technical SEO audits are most valuable as a comparison. Your absolute scores matter less than how you compare to competitors. If everyone in your niche has slow sites, a fast site becomes a competitive advantage. If everyone is fast, you need to match them just to stay competitive.

9. Analyze Their Paid Search Strategy

If your competitors are bidding on certain keywords in Google Ads, those keywords are almost certainly profitable. Otherwise, they’d stop spending money on them.

Analyzing paid search gives you two advantages:

First, it reveals high-converting keywords. Paid keywords represent keywords that drive revenue — not just traffic. These are often long-tail keywords with lower search volume but higher purchase intent that you might miss in organic keyword research alone.

Second, it gives you ad copy inspiration. Google rewards more relevant ads with lower costs per click. So competitors have optimized their ad headlines and descriptions for maximum click-through rate. You can borrow that messaging for your own title tags and meta descriptions.

Here’s how to do it:

Step 1: Search for your competitors’ domains in a PPC research tool (or simply search for your target keywords and note which competitors are running ads).

Step 2: Look at the non-branded keywords they’re bidding on. Filter out their brand name to focus on generic keywords that drive commercial traffic.

[Screenshot: Search Google for your core product keyword and note which competitor ads appear, their headlines, and their descriptions]

Step 3: Note the ad copy they use — especially the headlines, value propositions, and calls to action. Words like “free trial,” “no credit card,” “best rated,” and “switch from [competitor]” signal what messaging resonates with buyers.

Step 4: Cross-reference paid keywords against organic rankings. If a competitor bids on a keyword but doesn’t rank organically for it, that’s a high-value organic opportunity — you know the keyword drives conversions, and the organic competition may be lower than you’d expect.

10. Monitor Their Content Publishing Cadence

Understanding how your competitors produce content is as important as understanding what they produce. Their publishing cadence, content mix, and update frequency reveal the resources they’re investing in SEO.

Here’s what to look for:

Publishing frequency. How often do competitors publish new blog posts or pages? Weekly? Daily? Knowing this helps you set realistic expectations for your own content output.

Content freshness. Check the “last updated” or “published” dates on competitor content. Companies that regularly update existing content often outrank those that only publish new pages. Content refreshing is a proven strategy for maintaining and improving rankings over time.

Content types. Map the mix of content types each competitor publishes: how-to guides, listicles, comparison pages, case studies, data studies, tool roundups, glossary pages. Patterns in this mix tell you what works in your niche.

Author expertise. Look at who writes for your competitors. Are they using subject-matter experts, professional writers, or AI-generated content? The depth and expertise signals in their content affect how Google evaluates it through E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness).

11. Track AI Search Visibility Over Time

This is where most competitor analysis guides end. But if you stop here, you miss the fastest-growing organic channel.

AI search platforms — ChatGPT, Perplexity, Google AI Mode, Claude, Copilot, Gemini — are sending measurable traffic to websites. And that traffic is growing. According to Analyze AI’s citation analysis of 65,000 prompts, the brands that appear in AI-generated answers consistently see compounding returns in referral traffic over time.

Here’s how to track and analyze your AI search competitive landscape:

Step 1: Set Up Prompt Tracking

In traditional SEO, you track keyword rankings. In AI search, you track prompt rankings — the questions users type into AI models and whether your brand appears in the response.

In Analyze AI, you can set up tracked prompts for the questions that matter most to your business. The platform runs these prompts daily across all major AI models and tracks your visibility, sentiment, position, and which competitors get mentioned alongside you.

Analyze AI Tracked Prompts — showing visibility, sentiment, position, and competitor mentions per prompt

For example, if you’re a CRM company, you’d track prompts like “best CRM software for small businesses,” “top alternatives to Salesforce,” and “which CRM has the best email integration.”

The platform also suggests prompts for you based on your industry and tracked competitors. These suggestions help you expand coverage to prompts you might not have thought of.

Analyze AI Suggested Prompts — AI-recommended prompts to track with one-click “Track” button

Step 2: Benchmark Your Visibility Against Competitors

The Analyze AI overview dashboard gives you a real-time view of how your brand compares to competitors across all AI models. You can see your visibility percentage (how often you’re mentioned), your sentiment score (how positively AI models describe you), and which AI engine is your strongest channel.

Analyze AI Overview — visibility and sentiment trends across all tracked competitors and AI models

You can filter by specific AI model to see where you lead and where you trail. For example, you might have 80% visibility on Perplexity but only 40% on ChatGPT — which tells you exactly where to focus optimization efforts.

Analyze AI Visibility filtered by ChatGPT — showing brand visibility share over time for selected competitors

Step 3: Identify Where Competitors Win Specific Prompts

The prompt-level data shows you exactly which questions your competitors dominate. If a competitor ranks #1 for “best project management solution in 2026” across all AI models with 100% visibility, and you don’t appear at all, that’s a specific gap you can work to close.

The mentions column shows you which brands appear in each prompt’s AI response. This is the AI search equivalent of checking “who ranks on page one” — except here, you’re checking who gets recommended in AI answers.

Step 4: Analyze the Sources AI Models Trust

Understanding why AI models cite certain brands over others gives you the most actionable insights. The Sources section in Analyze AI reveals the domains, URLs, and content types that AI models reference most when answering questions in your space.

If you notice that AI models heavily cite G2 reviews, industry reports from Forrester, and competitor blog posts, you now have a content and PR strategy: improve your G2 profile, pursue analyst coverage, and create blog content that’s structured to be cited by AI models.

Step 5: Prove AI Search ROI With Traffic Attribution

The final piece is connecting AI visibility to actual business results. Analyze AI connects to your GA4 data and shows exactly how many sessions, conversions, and revenue come from AI search platforms.

The AI Traffic Analytics dashboard breaks this down by source (ChatGPT, Perplexity, Claude, Copilot, Gemini), by page, and by time period — so you can track growth and make a clear business case for AI search investment.

This attribution data also feeds your competitor analysis. If you see that AI traffic to your product pages has a higher conversion rate than organic Google traffic (which is common, since AI traffic tends to be more intent-rich), that strengthens the case for prioritizing AI search optimization alongside traditional SEO.

Build Your SEO Competitor Analysis Template

To make competitor analysis repeatable, use a structured template. Here’s what to include for each competitor:

Analysis Area

What to Document

Key Metrics

Domain overview

Authority score, age, estimated traffic

Domain authority, monthly organic visits

Top keywords

Their highest-traffic keywords you don’t rank for

Search volume, keyword difficulty, current ranking

Content gaps

Keywords they rank for that you don’t

Number of gaps, business relevance, search volume

Backlink profile

Total referring domains, top linking pages

Referring domains, link velocity, anchor text

Content strategy

Publishing frequency, content types, update cadence

Posts/month, content mix, freshness

Technical health

Core Web Vitals, mobile score, schema usage

LCP, INP, CLS, mobile usability

Paid search

Non-branded keywords, ad copy messaging

Keywords bidded, estimated ad spend

AI search visibility

Prompt visibility, sentiment, citations

Visibility %, sentiment score, cited domains

Fill this out for each of your 3–5 primary competitors. Update it quarterly.

Common SEO Competitor Analysis Mistakes to Avoid

Analyzing too many competitors. More than 5 primary competitors makes the analysis unwieldy and delays action. Pick the 3–5 that matter most and go deep.

Only looking at keywords. Keywords are important, but they’re only one dimension. Backlinks, technical SEO, content quality, and AI search presence all affect your competitive position.

Copying instead of improving. The goal isn’t to replicate what competitors do — it’s to understand what works and build something better. If a competitor’s guide has 2,000 words, don’t write 2,000 words. Write 3,000 words that cover what they missed.

Ignoring AI search. Traditional SEO competitor analysis misses the fastest-growing organic channel. AI search platforms are sending real traffic to websites, and the brands that appear in AI answers get a compounding advantage over time.

Analyzing once and never again. The competitive landscape changes constantly. A one-time analysis quickly becomes outdated. Build competitor analysis into your quarterly planning cycle.

Obsessing over vanity metrics. Domain authority, traffic estimates, and keyword counts are useful directional signals but not gospel. Focus on the actionable insights — the gaps you can fill, the links you can build, the content you can create.

Next Steps: Turn Analysis Into Action

An SEO competitor analysis is only valuable if you act on it. Here’s how to prioritize your findings:

Quick wins (this week): Fix any technical SEO issues where you’re clearly behind competitors. Optimize existing content for featured snippets you can steal. Submit your site to resource pages that link to competitors.

Short-term projects (this month): Create content to fill your highest-priority content gaps. Start outreach for backlink gap opportunities. Set up AI search tracking in Analyze AI if you haven’t already.

Ongoing strategy (this quarter): Publish link bait content based on proven formats in your niche. Build a content calendar based on competitor gaps and keyword research. Monitor AI search visibility weekly and adjust your content strategy based on what’s working.

The companies that win in search — both traditional and AI — are the ones that treat competitor analysis as an ongoing process, not a one-time project. Build the habit, build the system, and the results compound over time.

Ernest

Ernest

Writer
Ibrahim

Ibrahim

Fact Checker & Editor
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#3

on ChatGPT

↑ from #7 last week

+0% visibility

month-over-month

Competitor alert

Hubspot overtook you

Hey Salesforce team,

In the last 7 days, Perplexity is your top AI channel — mentioned in 0% of responses, cited in 0%. Hubspot leads at #1 with 0.2% visibility.

Last 7 daysAll AI ModelsAll Brands
Visibility

% mentioned in AI results

Mar 11Mar 14Mar 17
Sentiment

Avg sentiment (0–100)

Mar 11Mar 14Mar 17
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