Search Intent Analysis for SEO: How to Decode What Searchers Actually Want Without Paid Tools

I once spent three weeks writing a 6,000-word definitive guide targeting a keyword that got 8,000 monthly searches. Comprehensive, well-researched, better than anything currently ranking. It didn’t crack the top 50.

The problem wasn’t the content. The problem was that I wrote a guide when searchers wanted a tool. The top 10 results were all free calculators. Google knew that someone typing that keyword wanted to use something, not read something. My beautifully written guide was the wrong format for that intent.

That was an expensive lesson. Three weeks of work, zero traffic, because I didn’t check what the SERP was actually telling me.

Search intent analysis is the practice of understanding why someone searches for a keyword, then giving them exactly what they’re looking for. It’s the bridge between keyword research and content creation. Skip it, and you’re guessing. Master it, and you can outrank better-funded competitors with fewer resources.

This guide walks through how to analyze search intent using only free tools — no Ahrefs, no SEMrush, no paid intent databases. By the end, you’ll be able to look at any keyword and know exactly what type of content Google expects to see.

Why Search Intent Is the Most Underestimated SEO Signal

Google’s entire business model depends on giving searchers what they want. When someone types “best running shoes,” Google doesn’t show them a history of footwear. It shows product reviews, comparison tables, and buying guides. When someone types “how to tie running shoes,” Google shows tutorials.

Get the intent wrong, and you won’t rank. Period. I don’t care how good your content is, how many backlinks you have, or how fast your page loads. If Google thinks searchers want a video and you give them a 3,000-word article, you’re invisible.

Here’s what I’ve learned from running intent analysis across multiple sites and hundreds of keywords:

Keywords with mismatched intent have a near-zero ranking probability. I tracked 40 keywords where my content type didn’t match the dominant SERP intent. After six months, exactly zero of them reached page one. Zero. Meanwhile, keywords where my content type did match the SERP intent had a 35% page-one rate within three months — despite having similar domain authority and backlink profiles.

The intent match wasn’t the only factor, but it was the single largest predictor of success. More than keyword difficulty. More than content length. More than backlinks.

Intent shifts over time. A keyword that was purely informational two years ago might be commercial today. “AI writing tools” used to surface blog posts explaining what they are. Now it surfaces product comparison pages and listicles. If you wrote your article two years ago based on old intent data, your content may be drifting out of alignment without you realizing it.

This is why intent analysis isn’t a one-time task. It’s something you should check every time you create new content and periodically re-check for existing content.

The Four Types of Search Intent

Before we get into methodology, let’s define the four primary intent types. These are the categories Google uses to classify search queries, and they should drive your content decisions.

Informational Intent

The searcher wants to learn something. They’re asking a question, researching a topic, or trying to understand a concept.

Signals:

• Question words: “what,” “how,” “why,” “when”
• Definitional queries: “what is X,” “X meaning,” “X explained”
• Educational queries: “how does X work,” “guide to X,” “X tutorial”

Ideal content types: guides, tutorials, explainers, FAQ pages, glossary entries. Long-form, comprehensive, educational.

Example: “what is canonical tag” — the searcher wants an explanation. Serve them a clear, structured guide that explains what canonical tags are, why they matter, and how to implement them.

Navigational Intent

The searcher knows where they want to go. They’re using Google as a navigation tool.

Signals:

• Brand names: “ahrefs login,” “google search console”
• Specific URLs: “site:example.com”
• App/product names with “login,” “download,” “sign up”

Ideal content types: landing pages, login pages, download pages. Short, focused, action-oriented.

You generally can’t target navigational intent for someone else’s brand. But you should understand it to avoid wasting time trying to rank for branded keywords where the searcher wants to reach a specific site.

Commercial Intent

The searcher is evaluating options. They know they want to solve a problem or buy something, but they haven’t decided what yet.

Signals:

• Comparison words: “best,” “top,” “vs,” “alternatives,” “compared”
• Review queries: “X review,” “is X worth it,” “X pros and cons”
• List queries: “best X tools,” “top X software”

Ideal content types: comparison articles, listicles, reviews, “best of” roundups. Structured for easy comparison — tables, pros/cons, ratings.

Example: “best free SEO tools” — the searcher wants a curated list with comparisons. Serve them a well-organized listicle with clear categories, pros/cons, and recommendations.

Transactional Intent

The searcher is ready to act. They want to buy, download, sign up, or use something right now.

Signals:

• Action words: “buy,” “download,” “free,” “trial,” “pricing”
• Specific product queries: “X pricing,” “buy X,” “X free trial”
• “Near me” queries: “SEO consultant near me”

Ideal content types: product pages, pricing pages, sign-up forms, free trial pages. Conversion-focused with clear CTAs.

Example: “ahrefs pricing” — the searcher wants to see prices and potentially subscribe. Serve them a clean pricing page with clear tiers and a purchase flow.

The Hidden Fifth Category: Mixed Intent

Many keywords have mixed intent. “SEO audit” could be informational (someone wants to learn what an SEO audit is) or transactional (someone wants to run one right now). Google handles this by serving a mix of content types in the SERP.

When you see mixed intent in the SERP, you have two choices:

1. Match the dominant type (the format that appears most often in the top 10)
2. Create content that serves both intents (e.g., a guide that includes a free tool at the end)

Option 2 is harder to execute but can capture more of the audience. I’ve had success with hybrid pages — a comprehensive guide that ends with a free interactive element. The guide satisfies informational intent; the tool captures transactional searchers who scrolled past the explanation.

How to Determine Search Intent: The Free SERP Method

Here’s the core method. It requires zero paid tools. All you need is a browser and a spreadsheet.

Step 1: Search the Keyword (Incognito)

Open a private/incognito window and search for your target keyword. Use incognito to avoid personalized results that would skew your analysis.

Look at the first page of results. Don’t go to page two — nobody does. Google’s first page is the definitive answer to “what does Google think searchers want for this keyword?”

Step 2: Classify Each Result by Content Type

Go through each of the top 10 results and classify what type of content it is. Here’s the classification system I use:

Content type categories:

• Guide/Article — Long-form educational content (informational)
• Listicle — “Best X” or “Top X” articles (commercial)
• Review — Individual product/service review (commercial)
• Comparison — “X vs Y” articles (commercial)
• Tool/Calculator — Interactive tool or calculator (transactional)
• Product Page — Sales/purchase page (transactional)
• Pricing Page — Pricing or plans page (transactional)
• Video — YouTube or video result (informational or mixed)
• Forum/Q&A — Reddit, Quora, forum threads (informational)
• Documentation — Official docs or reference material (informational)
• Glossary/Definition — Short definitional page (informational)

Create a simple spreadsheet:

Position	URL	Content Type	Intent	Word Count (est.)	Has Video?	Has Table?
1	example.com/guide	Guide	Informational	~3000	No	Yes
2	example.com/best-tools	Listicle	Commercial	~4000	Yes	Yes
…	…	…	…	…	…	…

Step 3: Identify the Dominant Intent

Count how many results fall into each intent category. The dominant intent is whichever category has the most results in the top 10.

Here’s a real example from my analysis. For the keyword “keyword research tools,” the SERP looked like this:

Position	Content Type	Intent
1	Listicle (15 best tools)	Commercial
2	Listicle (12 best tools)	Commercial
3	Listicle (10 best tools)	Commercial
4	Guide + tool list	Mixed
5	Listicle (8 best tools)	Commercial
6	Comparison article	Commercial
7	Listicle (11 best tools)	Commercial
8	Forum thread (Reddit)	Informational
9	Listicle (7 best tools)	Commercial
10	Guide	Informational

Dominant intent: Commercial (7 out of 10). Dominant format: Listicle (7 out of 10).

This tells me: if I want to rank for “keyword research tools,” I need to write a listicle comparing tools. A guide explaining what keyword research is would be a waste of time.

Step 4: Note SERP Features

While you’re looking at the SERP, note any special features Google is showing:

• Featured Snippet — Google is extracting a concise answer. You need a clear, direct answer block at the top of your content.
• People Also Ask — Google is showing related questions. You should include FAQ sections that answer these exact questions.
• AI Overview — Google’s AI is generating a summary. You need to be cited as a source (more on this in the GEO section below).
• Video Carousel — Google thinks video is important for this query. Consider creating a video or at least embedding one.
• Image Pack — Visual content matters. Include relevant images, diagrams, or screenshots.
• Shopping Results — Transactional intent is strong. If you’re selling something, make sure your product feed is optimized.
• Knowledge Panel — Google associates this query with a specific entity. You’re unlikely to outrank Google’s own information box.

Each SERP feature tells you something about what Google thinks searchers want. A keyword with a “People Also Ask” box and an AI Overview signals that searchers have follow-up questions — your content should anticipate and answer them.

Step 5: Check Word Count and Depth

For each top 10 result, estimate the word count. You don’t need to be precise — a quick scroll gives you a sense of whether it’s 500 words or 5,000.

This tells you how much depth Google expects. If the top 10 results average 4,000 words, your 800-word blog post isn’t going to rank. If they average 600 words, your 5,000-word opus might actually hurt you — Google may interpret it as overblown for the query.

I’ve seen both sides of this. One of my sites targets a keyword where the top results are all concise definitional pages (300-500 words). I initially wrote a 2,000-word comprehensive guide. It didn’t rank. I rewrote it as a tight 500-word definitional page with a clear FAQ. It hit position 3 within a month.

Word count isn’t about matching a number. It’s about matching expectations. Give searchers the depth they expect — no more, no less.

Advanced Intent Analysis: Reading Between the SERP Lines

The basic SERP classification gets you 80% of the way. For the last 20%, you need to dig deeper into what the SERP is telling you.

The Freshness Signal

Look at the publication dates of the top results. If most results were published or updated in the last 6-12 months, Google values freshness. Your content needs to be current.

I target a niche where SERP freshness matters a lot — the top results for many keywords are updated monthly. I learned to include a visible “Last updated” date on my articles and to actually update them regularly. Articles that I refreshed every 2-3 months consistently outperformed ones I published and forgot.

Conversely, if the top results are evergreen articles from years ago, freshness matters less. Focus on comprehensiveness and authority instead.

How to check freshness for free:

• Look for visible dates on the pages themselves
• Use Google’s search tools to filter by date (“Tools” → “Any time” → “Past year”) and see if the results change significantly
• If filtering by “Past year” dramatically changes the SERP, freshness matters

The Title Pattern Signal

Look at the titles of the top 10 results. The patterns reveal intent.

Listicle patterns: “15 Best X,” “Top 10 X,” “X Tools You Need to Know” → Commercial intent. Searchers want curated options.

How-to patterns: “How to X: A Complete Guide,” “X Step by Step” → Informational intent. Searchers want instructions.

Question patterns: “What Is X?”, “Is X Worth It?”, “Does X Work?” → Informational intent. Searchers want answers.

Comparison patterns: “X vs Y,” “X Alternatives,” “X Compared” → Commercial intent. Searchers are evaluating options.

The title patterns are remarkably consistent within a SERP. When 7 out of 10 titles follow the same pattern, that’s the pattern you should follow too.

The Format Gap

Sometimes the SERP reveals an opportunity. If 9 out of 10 results are text articles but there’s one video ranking in position 3, Google is signaling that it wants more video content for this query. If you can provide it, you have an easier path to ranking.

I found this with a keyword where the top 10 was all text guides, but Google was showing a “Video” SERP feature with no results. I created a short screencast tutorial, embedded it at the top of my guide, and it got picked up in the video carousel within weeks. That one video drove more initial traffic than the article itself.

Format gaps to look for:

• No video in the SERP but Google showing a video carousel → Create a video
• No table/comparison → Add a comparison table
• No FAQ section but “People Also Ask” showing → Add an FAQ
• No images but image pack showing → Add relevant diagrams/screenshots
• No fresh content but freshness signal strong → Publish timely content

The Authority Signal

Look at who’s ranking. Are they all massive authority sites (Wikipedia, Forbes, major publications)? Or are there small, niche sites in the mix?

If the top 10 is all major publications, you need exceptional content AND authority signals to compete. If there are small sites ranking, Google is open to rewarding quality content regardless of domain size.

I track this metric religiously. For each keyword, I note how many of the top 10 results are from sites with a recognizable brand name versus unknown sites. When I see 3+ unknown sites in the top 10, I know it’s winnable. When I see 0, I deprioritize the keyword unless I have a unique angle.

You can approximate domain authority for free using:

• Moz’s free “Domain Analysis” tool (one query per day)
• Simply searching the domain name in Google and seeing how many results appear
• Checking if the site has a Wikipedia page (strong authority signal)

The URL Structure Signal

Look at the URL structure of ranking pages. Are they:

• Category pages: /blog/keyword-research/ → Content is organized into categories
• Flat URLs: /keyword-research-guide/ → Content is standalone
• Hub-spoke structure: /seo/keyword-research/ → Content is part of a hub

The URL structure tells you how competitors organize their content. If everyone uses /guides/keyword-research/, they likely have a content hub structure. You should consider building a similar hub rather than publishing a single isolated article.

Building an Intent Classification System

Doing manual SERP analysis for every keyword is time-consuming. Once you’ve done it for 50+ keywords, you start to see patterns. You can systematize this.

The Keyword-Level Intent Classification

For each keyword in your research, assign:

1. Primary intent type (informational, commercial, transactional, navigational)
2. Dominant content format (guide, listicle, review, tool, etc.)
3. Intent modifiers (question, buyer, problem)

Here’s how to classify intent modifiers from the keyword itself:

Question modifiers — Keywords containing question words:

• “how to,” “what is,” “why does,” “when should,” “can I”
• These are almost always informational. Answer them clearly and directly.

Buyer modifiers — Keywords indicating purchase intent:

• “best,” “top,” “buy,” “pricing,” “review,” “alternative,” “vs”
• These are commercial or transactional. Provide comparisons, pricing, or purchasing options.

Problem modifiers — Keywords indicating a pain point:

• “not working,” “error,” “fix,” “problem,” “issue,” “can’t”
• These are informational with urgency. Provide clear troubleshooting steps.

The Batch Classification Method

When you have hundreds of keywords (from Google Autocomplete, GSC, or competitor analysis), you can’t manually analyze each SERP. Instead, use a batch approach:

1. Classify by keyword pattern first. Keywords matching “how to X” are almost always informational. Keywords matching “best X” are almost always commercial. This gives you a first pass in minutes.

2. Spot-check the uncertain ones. For keywords that don’t match an obvious pattern (e.g., “SEO audit” — could be informational or transactional), do the full SERP analysis.

3. Track SERP intent changes over time. For your most important keywords, re-run the SERP analysis quarterly. Intent shifts happen gradually but can dramatically impact your content strategy.

Here’s a practical batch classification workflow I use with a spreadsheet:

Column A: Keyword Column B: Pattern (how-to / best / what-is / vs / pricing / brand / other) Column C: Predicted intent (from pattern) Column D: SERP-verified intent (filled in for spot-checked keywords) Column E: Dominant format (guide / listicle / tool / etc.) Column F: Difficulty (based on SERP authority — count of big-brand domains in top 10) Column G: Priority (high/medium/low based on volume, difficulty, and intent match)

This spreadsheet becomes your content calendar. Sort by priority, and you have your next 3-6 months of content planned.

Using Google Search Console for Intent Insights

Google Search Console is a goldmine for intent data that most people overlook. Here’s how to extract intent insights from your existing GSC data.

The Impression-to-Position Ratio

For each query in GSC, look at the relationship between impressions and average position. This reveals whether your content matches intent.

High impressions, poor position (page 2+): Google is showing your page in results but not ranking it high. This often means your content exists for the topic but doesn’t match the intent well enough to rank. Check the SERP — your content type may be wrong.

Low impressions, good position (top 5): Your content matches intent well, but there’s low search volume. This is an opportunity to expand the topic or target related keywords.

High impressions, good position: You’re matching intent well for a high-volume keyword. Double down — create supporting content, build internal links, and protect this position.

Low impressions, poor position: Either low volume or poor intent match. Deprioritize unless the keyword has strategic value.

I found a keyword in my GSC data that was getting 2,000+ impressions per month but sitting at position 18. The content was a comprehensive guide, but when I checked the SERP, every top result was a simple, interactive tool. I added a lightweight calculator to the top of the page. Within six weeks, it jumped to position 4.

The Query Clustering Method

Export your GSC queries and cluster them by intent. Group queries that share the same root keyword and classify the cluster’s intent.

For example, my GSC data showed these queries all driving impressions to the same page:

• “keyword research” (informational — guide)
• “keyword research tools” (commercial — listicle)
• “free keyword research” (transactional — tool)
• “how to do keyword research” (informational — tutorial)

These are four different intents. My single guide page was trying to serve all of them, and it was only ranking well for the informational variants. The commercial and transactional queries needed their own pages.

This insight led me to split the content: the guide stayed for informational queries, a new listicle targeted commercial queries, and a free tool captured transactional queries. Total traffic from the cluster more than doubled within two months.

The Page Filter Method

Filter GSC by specific pages to see which queries each page attracts. If a single page attracts queries with mixed intent, you may be diluting its focus.

Look for pages where the top queries span multiple intent types. Each of those intent types deserves its own page. By splitting them, you create focused pages that each match one intent perfectly — which is exactly what Google rewards.

How Intent Affects AI Search and GEO

Search intent isn’t just about traditional Google results anymore. With AI Overviews, ChatGPT search, Perplexity, and other AI-powered search tools, intent matching has become even more critical.

AI Search Values Different Intent Signals

AI search engines don’t just rank pages — they synthesize answers. This changes how intent works:

Informational queries are most affected. When someone asks “what is canonical tag,” an AI can synthesize a direct answer from multiple sources. Your page doesn’t need to rank #1 — it needs to be cited as a source. This means your content needs to contain clear, extractable answers, not just comprehensive prose.

Commercial queries are less affected. AI tools still struggle with product comparisons and buying decisions. “Best SEO tools” results from AI engines tend to be generic. Traditional SERP rankings still matter most here.

Transactional queries are largely unaffected. AI tools don’t process transactions. “Buy X” and “X pricing” queries still go to traditional search results.

How to Optimize Content for AI Citations

To get cited by AI search engines, your content needs:

1. Direct, quotable answers. Don’t bury the answer in the fifth paragraph. Put a clear, concise answer near the top. AI engines extract sentences that directly address the query.

2. Structured data. Schema markup helps AI engines understand what your content is about. FAQPage, HowTo, and Article schema are particularly useful for informational queries.

3. Unique data or perspectives. AI engines cite sources that provide something the others don’t. Original research, unique frameworks, and personal experience are more citable than generic explanations.

4. Entity clarity. Make sure entities (people, places, concepts, tools) are clearly defined. AI engines use entity recognition to determine relevance. If you mention “GSC,” also write “Google Search Console” at least once.

I tested this across my own content. Pages with clear BLUF (Bottom Line Up Front) summaries at the top were cited by AI engines 2-3x more often than pages without them. Pages with FAQ schema were cited more than pages without it. The pattern is clear: AI engines reward structure and clarity.

The llms.txt Factor

One of the most underrated GEO tactics is the llms.txt file. This is a plain-text file at your site root that tells AI crawlers what your most important content is — similar to how robots.txt works for search engines.

A well-structured llms.txt file includes:

• A brief site description
• Links to your most important, authoritative content
• Context about what makes each page valuable

This doesn’t directly affect Google rankings, but it helps AI engines discover and prioritize your best content. For GEO optimization, it’s a quick win that takes 10 minutes to set up.

I added llms.txt files to my sites and saw a noticeable increase in AI citations within weeks. The file isn’t magic — it just makes it easier for AI crawlers to find your best work.

Common Intent Analysis Mistakes

I’ve made every one of these mistakes. Learn from my failures.

Mistake 1: Assuming Intent From the Keyword Alone

“Free SEO audit” sounds transactional, right? Someone wants a free audit. But when I checked the SERP, 7 out of 10 results were guides explaining how to do an SEO audit for free. The dominant intent was informational, not transactional.

Always verify with the SERP. Keyword patterns predict intent most of the time, but they’re wrong often enough to cost you weeks of wasted effort.

Mistake 2: Ignoring Intent for “Easy” Keywords

I once found a keyword with low difficulty (KD 12) and decent volume (1,200/month). I wrote a guide. It didn’t rank. The SERP was dominated by tools and calculators — transactional intent. My guide was the wrong format.

Low difficulty doesn’t mean easy if you mismatch intent. In fact, low-difficulty keywords with mismatched intent are harder to rank for than high-difficulty keywords with matched intent. Google would rather rank a mediocre tool for a transactional query than an excellent guide.

Mistake 3: Copying the Top Result’s Format Without Understanding Why

If the #1 result is a listicle, don’t just write a listicle. Understand why it’s a listicle. What intent is it serving? What makes it better than the listicle at position 5?

I’ve seen people copy the format of top-ranking content without understanding the intent behind it. They end up with a listicle that doesn’t actually help searchers compare options — just a list of names with no analysis. Google can tell the difference.

Mistake 4: Not Updating Content When Intent Shifts

I had a guide that ranked in the top 3 for two years. Then it started dropping. I couldn’t figure out why — the content was still good, I hadn’t lost backlinks, the page was fast.

When I finally checked the SERP, I saw what happened. Two of the top 10 results had added interactive tools to their guides. Google had started showing an “AI Overview” for the keyword. The intent hadn’t changed, but the expected depth had increased. Searchers now wanted guides that included tools, not just text.

I added a simple interactive checklist to the guide. Rankings recovered within a month.

Mistake 5: Overthinking Intent for Long-Tail Keywords

Long-tail keywords (4+ words) usually have obvious intent. “How to fix a leaky faucet” is clearly a how-to guide. “Best plumber in Austin” is clearly a local service comparison. Don’t spend 20 minutes analyzing intent for keywords where the answer is obvious.

Focus your intent analysis energy on medium-tail keywords (2-3 words) where intent is ambiguous. That’s where the analysis adds the most value.

A Complete Intent Analysis Workflow

Here’s the end-to-end workflow I use for every new piece of content. It takes 15-20 minutes per keyword and has saved me from countless wasted articles.

Phase 1: Keyword Qualification (5 minutes)

1. Check search volume. Use Google Keyword Planner (free) or Bing Webmaster Tools. If volume is too low, deprioritize.

2. Check SERP difficulty. Search the keyword incognito. Count how many major brands are in the top 10. If it’s all Wikipedia, Forbes, and major publications, deprioritize unless you have a unique angle.

3. Check for intent clarity. Does the keyword have an obvious intent? If yes (e.g., “how to X”), skip to Phase 3. If ambiguous (e.g., “SEO audit”), proceed to Phase 2.

Phase 2: SERP Intent Analysis (10 minutes)

1. Classify each top 10 result by content type and intent.
2. Identify dominant intent (most common type in top 10).
3. Note SERP features (featured snippets, PAA, AI Overview, video, images).
4. Check freshness (publication dates of top results).
5. Identify format gaps (any SERP features with no results filling them).

Phase 3: Content Planning (5 minutes)

1. Decide content type based on dominant intent.
2. Set target word count based on average of top 5 results.
3. Plan structure to match top-ranking patterns (sections, headings, format).
4. Identify angle — what unique value will your content add?
5. Plan SERP feature targets — will you aim for the featured snippet? The video carousel? The AI Overview?

Phase 4: Post-Publishing Verification

1. Submit to Google via GSC URL Inspection.
2. Submit to IndexNow for Bing and other participating search engines.
3. Monitor in GSC after 2-4 weeks. Check impressions, position, and CTR.
4. Iterate — if rankings are poor after 3 months, re-check the SERP and adjust content type if needed.

Tools Summary: Everything You Need Is Free

Tool	Purpose	Cost
Google Search (incognito)	SERP analysis, intent classification	Free
Google Search Console	Query data, impression-to-position analysis	Free
Google Keyword Planner	Search volume estimates	Free
Bing Webmaster Tools	Search volume, SERP data from Bing	Free
Moz Free Domain Analysis	Quick domain authority check	Free (1/day)
Ahrefs Free Backlink Checker	Top 100 backlinks + DR for any domain	Free
Google Sheets / Excel	Keyword tracking, intent classification spreadsheet	Free
Your browser	Manual SERP analysis, content type classification	Free

Total cost: $0. Total tools: 8. Time per keyword: 15-20 minutes. ROI: avoiding weeks of wasted content creation.

The Bottom Line

Search intent analysis isn’t glamorous. It’s not a shiny new tool or a secret hack. It’s fundamental research that takes 15 minutes per keyword and prevents you from creating content that’s doomed to fail.

The method is simple: search the keyword, look at what Google is already showing, and match it. Google’s SERP is the most accurate intent data available — it’s literally a crowdsourced answer to “what do people want when they search this keyword?”

Every time I skip intent analysis, I regret it. Every time I do it, I save myself from wasted effort and create content that actually ranks. The difference between these two outcomes is 15 minutes.

Start with your next keyword. Open an incognito window, search it, and classify the top 10 results. You’ll know within minutes whether your planned content has a chance — or whether you need to pivot to a different format.

That’s the entire method. No paid tools. No databases. Just observation, classification, and the willingness to let Google’s SERP tell you what to build.