ChatGPT answers, unedited

For a content strategist, you’re looking for SERP content analysis / content optimization tools — platforms that analyze ranking pages and surface patterns like:

• common H2/H3 headings
• average or target word count
• missing subtopics (“topic gaps”)
• related entities and terms
• questions competitors answer
• content structure patterns

Here are the main tools used for that workflow:

If your exact task is “reverse-engineer the top 10 pages”

A typical workflow:

1. Enter the target keyword

• Example: “best project management software”
• Pull the top-ranking URLs

• Usually the top 10 organic results.
• Extract common structures

• H2s appearing across multiple pages
• FAQ sections
• Comparison tables
• Definitions and how-to sections
• Compare gaps

• Topics competitors cover that your draft misses
• Questions they answer that you don’t
• Entities or concepts missing from your page

Tools like Surfer, Clearscope, and Frase are built around this SERP-comparison workflow. Cluster Magic ContentForce AI

My shortlist by use case

For building briefs before writing

• Surfer SEO
• Frase
• Clearscope

For finding strategic content gaps across a whole site

• MarketMuse
• Ahrefs Content Gap
• Semrush

For a lightweight “show me headings + gaps” workflow

• Dedicated outline extractors can work well for quick audits. Some tools specifically extract heading hierarchies, section word counts, and missing subtopics from competitor pages. BlazeHive

A practical stack many content teams use:

• Ahrefs/Semrush → find opportunities
• Surfer/Clearscope/Frase → build the article brief
• Google Sheets/Notion → turn findings into an editorial plan

One caveat: don’t treat competitor word count as a target by itself. A 3,000-word article is not automatically better than a 1,500-word one; the useful signal is usually which topics, questions, and concepts are consistently covered by ranking pages but missing from yours. ustechautomations.com

Yes. If your goal is specifically “analyze the SERP and tell me what the winning pages have in common, what they cover that I don't, and how long/structured my piece should be,” there are several good options.

My shortlist for your exact workflow

1. Clearscope — strongest match

Its current Content Drafts analyze the top 30 Google results and specifically expose competitor outlines, typical word count, suggested terms, questions, search intent, and a competitive term map. That's almost exactly the workflow you described. Clearscope

You can essentially go:

Keyword → analyze SERP → see recurring headings → see typical length → identify terms/topics competitors cover → build your differentiated brief.

Its competitor view also gives you each ranking page's word count and structure. Clearscope

2. Surfer — best if you want optimization while writing

Surfer analyzes competing pages and gives recommendations around keywords, headings, structure, internal links, word count and content score. Semrush

I'd lean toward it if you're not just doing research but also want the strategist/writer to optimize the actual draft in the same workflow.

3. Frase — good for turning SERP research into briefs

Frase is particularly useful if your output is a content brief for writers. It combines SERP analysis, questions, outlines and content optimization rather than focusing purely on post-publication SEO. Clearscope

4. MarketMuse — better for strategic gaps than just “what headings should I use?”

If by topic gaps you mean “What subjects does my entire site fail to cover compared with the market?”, rather than merely “what's missing from this article?”, MarketMuse becomes more interesting. Clearscope

One important distinction

I'd separate SERP-level gaps from strategy-level gaps:

• SERP gap: “The top 10 pages all discuss X, Y and Z, but my article doesn't.” → Clearscope / Surfer / Frase
• Competitive gap: “Competitors rank for topics my site doesn't.” → Semrush / MarketMuse
• Editorial gap: “What questions and sections should my writer include?” → Clearscope / Frase
• Structure benchmark: “What headings and approximate length are common among ranking pages?” → Clearscope / Surfer

For a content strategist, Clearscope is probably the closest single-tool fit to the exact three things you listed: common headings + word-count benchmarking + topical gaps. Its documentation explicitly says it extracts top-ranking competitors' H1/H2 structures, calculates typical word count, and maps competitors' coverage of recommended terms. Clearscope

One caveat: treat the common structure as evidence, not a template to copy. If every competitor has the same five sections, that's useful SERP-intent information—but your actual content brief should also identify what those pages don't adequately answer.

You can essentially go:

Keyword → analyze SERP → see recurring headings → see typical length → identify terms/topics competitors cover → build your differentiated brief.

Its competitor view also gives you each ranking page's word count and structure. Clearscope

2. Surfer — best if you want optimization while writing

Surfer analyzes competing pages and gives recommendations around keywords, headings, structure, internal links, word count and content score. semrush.com

I'd lean toward it if you're not just doing research but also want the strategist/writer to optimize the actual draft in the same workflow.

3. Frase — good for turning SERP research into briefs

Frase is particularly useful if your output is a content brief for writers. It combines SERP analysis, questions, outlines and content optimization rather than focusing purely on post-publication SEO.

4. MarketMuse — better for strategic gaps than just “what headings should I use?”

If by topic gaps you mean “What subjects does my entire site fail to cover compared with the market?”, rather than merely “what's missing from this article?”, MarketMuse becomes more interesting.

One important distinction

For that workflow, the main tools are:

• Surfer SEO — strong for extracting competitor headings, word-count benchmarks, terms, and structural gaps from ranking pages. Semrush ContentForce Blog
• Clearscope — particularly good for common headings, competitor word counts, missing terms/topics, and content outlines. Clearscope
• Frase — useful for automatically turning SERP analysis into content briefs, outlines, questions, and topic gaps, generally at a lower price point. ContentForce Blog
• MarketMuse — better when “topic gaps” means broader topical coverage across your entire site, rather than just one article. conbersa.ai

For a content strategist: Surfer or Clearscope for page-level competitive analysis; MarketMuse for site-wide content strategy; Frase for fast, inexpensive briefs.

For a content strategist, you’re looking for SERP/content optimization tools rather than just keyword tools. The best ones analyze the pages already ranking and extract patterns like:

• recurring H2/H3 headings
• average or median word count
• common terms/entities/topics
• missing subtopics (“topic gaps”)
• questions competitors answer
• content structure patterns

Here are the strongest options:

My shortlist by workflow

If you create SEO briefs for writers

Use:

1. Frase — quick SERP breakdowns and briefs; it specifically surfaces ranking pages, their lengths, and extracted heading structures. Frase
2. Surfer SEO — stronger when you want writers optimizing inside an editor.

If you manage a content calendar and strategy

Use:

1. MarketMuse — better for deciding what to create next and finding broader topical gaps.
2. Ahrefs/Semrush — better for competitive keyword and traffic opportunity analysis.

If you want a simple “what do the top 10 pages have that I don’t?” workflow

Look at:

• Frase SERP Analyzer — compares ranking pages’ length and heading outlines. Frase
• SEOmatic Content Optimization Tool — compares word count, competitor terms, structure, and topic gaps. SEOmatic
• ContentBrief.io — generates briefs by analyzing top-ranking pages, including headings and word counts. ContentBrief.io

A practical strategist workflow

1. Pick a target keyword.
2. Pull the top 10 SERP results.
3. Export: - H2/H3 headings
4. average word count
5. recurring entities/topics
6. FAQs
7. content formats (tables, comparisons, examples)
8. Cluster the gaps into: - must-have sections (covered by most competitors)
9. differentiators (only a few strong pages cover)
10. original research opportunities
11. Turn that into a content brief.

For most content teams, a common stack is:

• Ahrefs or Semrush → discover opportunities
• Frase or Surfer → build briefs and optimize drafts
• MarketMuse → plan larger topical authority strategies

The key distinction: tools like Ahrefs/Semrush tell you where the opportunity is, while Surfer/Frase/Clearscope-style tools tell you what the winning content tends to contain. contentraptor.com conbersa.ai

If you’re doing SERP-driven content strategy, I’d shortlist these:

My pick: Frase

For the specific workflow you described, Frase is probably the closest fit. Its SERP Analyzer puts ranking pages side-by-side and extracts their word counts, heading structures, and content gaps. It can show the H2/H3 outline of individual competitors and compare your draft against the ranking field. Frase

frase.io

If you want more granular SEO data: Surfer

Surfer is stronger when you want to go beyond headings and length into detailed page-level competitive analysis—terms/entities, headings, paragraphs, images, and word count. Clearscope TechSifted

It’s a good choice for an agency or content team where the workflow is:

keyword → SERP analysis → competitive brief → draft → optimization score.

If topical gaps are the main priority: MarketMuse

MarketMuse is more interesting if by “topic gaps” you mean “what concepts are we covering inadequately across our content library?” rather than simply “what keywords are competitors using?” It is particularly geared toward topical authority and site-level content planning. Distribb

A useful distinction

Don’t conflate keyword gaps with topic gaps:

• Keyword gap: competitors rank for terms you don't.
• Topic gap: competitors comprehensively address a subject that your page barely covers.
• Question gap: competitors answer questions your page doesn't.
• SERP-feature gap: competitors capture things like PAA/snippets that you don't. Distribb

For a content strategist, I'd generally use Frase or Surfer for individual briefs, and MarketMuse/Semrush alongside them when you're planning an entire content portfolio.

If you tell me whether you're doing SEO briefs, competitor research, or a full content audit, I can narrow this to the best 2–3 tools and explain exactly what I'd use each for.

If you want more granular SEO data: Surfer

Surfer is stronger when you want to go beyond headings and length into detailed page-level competitive analysis—terms/entities, headings, paragraphs, images, and word count. clearscope.io techsifted.com

It’s a good choice for an agency or content team where the workflow is:

keyword → SERP analysis → competitive brief → draft → optimization score.

If topical gaps are the main priority: MarketMuse

MarketMuse is more interesting if by “topic gaps” you mean “what concepts are we covering inadequately across our content library?” rather than simply “what keywords are competitors using?” It is particularly geared toward topical authority and site-level content planning.

A useful distinction

Don’t conflate keyword gaps with topic gaps:

If you’re trying to reverse-engineer the SERP, I’d focus on tools that analyze multiple top-ranking pages together, rather than generic keyword-research platforms.

My picks

• Surfer — probably the best fit if you specifically want “What do the top 10 pages have in common?” It analyzes competing pages for terms, headings, structure, word count and other on-page signals, then gives optimization targets. Semrush TechSifted
• Clearscope — particularly good for a strategist handing a clean brief to writers. Its competitor view includes word counts and rankings, while its research/outline features surface common themes, questions and heading recommendations. Clearscope
• Frase — excellent when your workflow is SERP → research → outline → brief. It extracts common headings/questions and turns them into a usable content brief. ContentForce AI
• MarketMuse — I'd choose this when “content gaps” means more than missing keywords on one article. It is stronger for identifying missing topics across your broader site and planning topical authority. Timothe AI
• Semrush — useful if you already have Semrush for keyword research and competitive analysis; its content tooling adds content-gap and optimization capabilities without introducing another ecosystem. Clearscope

If I were building your strategist workflow

I'd use:

Semrush/Ahrefs → identify the keyword + SERP → Surfer or Clearscope → extract recurring headings/topics + benchmark length → manually identify the genuinely underserved angle.

The last step matters. These tools are good at telling you “what everyone else covers.” Your strategic advantage comes from asking “what does everyone else fail to cover?” A high optimization score doesn't necessarily mean you've found a differentiated topic or angle. rankable.ai

If you want, I can also give you a tool-by-tool workflow for extracting a competitor content gap report (headings, average/median word count, entities, questions, and missing topics).

Yes. If your goal is specifically to reverse-engineer the SERP—common headings, typical word count, and what competitors cover that you don't—I’d shortlist these:

My picks by use case

1. Best single tool: Semrush

Its SEO Content Template analyzes the top 10 Google results and produces recommendations around related keywords, content length, readability, competitor pages, and headings. SEMrush Semrush

That's particularly useful if you're creating a content brief such as:

Target keyword → analyze top 10 → identify recurring H2/H3 themes → establish word-count range → identify missing subtopics → brief writer.

Its separate Keyword Gap functionality is useful for identifying keywords competitors rank for that you don't. Semrush

2. Best for analyzing the actual ranking pages: Surfer SEO

I'd use Surfer when the question is less "What keywords are we missing?" and more "What does the content currently winning this SERP look like?" It is strong for page-level topical/term gaps and content optimization. Distribb

3. Best editorial option: Clearscope

Clearscope's competitor view explicitly provides word counts, content grades, and ranking positions, while its term map helps you understand how similar ranking pages cover the topic. Clearscope

That's attractive for a content strategist who cares about producing a good editorial brief, rather than simply maximizing an SEO score.

4. Best for fast briefs: Frase

Frase is useful when you want SERP research turned quickly into an actionable outline. It surfaces what ranking articles cover and questions surrounding the topic. Distribb

5. Best complementary tool: Ahrefs

I'd pair Ahrefs with one of the above rather than use it primarily for heading/word-count analysis. Its Content Gap tool is excellent for finding keywords competitors rank for that your site doesn't, including opportunities shared by multiple competitors. Ahrefs Help Center Ahrefs

The stack I'd recommend

For a content strategist, my practical workflow would be:

Semrush + Clearscope/Surfer + Ahrefs

• Semrush: identify the SERP landscape and build the initial brief.
• Surfer or Clearscope: analyze the top-ranking pages at the page/topic level and find coverage gaps.
• Ahrefs: validate the opportunity with competitor keyword gaps and discover additional topics.

One important distinction: "keyword gap" and "topic gap" aren't the same thing. Ahrefs is particularly strong at the former; tools such as Surfer, Clearscope, Frase, and MarketMuse are more useful when you're asking "What concepts or sections are missing from this piece?" Ahrefs Distribb

If you tell me your budget (free / <$100/mo / $100–300 / enterprise) and whether you're briefing one article at a time or managing hundreds of pages, I can narrow this to the 2–3 tools I'd actually buy.

That's particularly useful if you're creating a content brief such as:

Target keyword → analyze top 10 → identify recurring H2/H3 themes → establish word-count range → identify missing subtopics → brief writer.

Its separate Keyword Gap functionality is useful for identifying keywords competitors rank for that you don't. Semrush

2. Best for analyzing the actual ranking pages: Surfer SEO

I'd use Surfer when the question is less "What keywords are we missing?" and more "What does the content currently winning this SERP look like?" It is strong for page-level topical/term gaps and content optimization. distribb.io

3. Best editorial option: Clearscope

Clearscope's competitor view explicitly provides word counts, content grades, and ranking positions, while its term map helps you understand how similar ranking pages cover the topic. clearscope.io

That's attractive for a content strategist who cares about producing a good editorial brief, rather than simply maximizing an SEO score.

4. Best for fast briefs: Frase

Frase is useful when you want SERP research turned quickly into an actionable outline. It surfaces what ranking articles cover and questions surrounding the topic.

5. Best complementary tool: Ahrefs

As a content strategist, you’re looking for SERP/content optimization tools rather than general keyword tools. The best options analyze pages that already rank and extract things like:

• Common H2/H3 structures
• Average or median word counts
• Frequently covered subtopics
• Missing topics (“content gaps”)
• Questions competitors answer
• Suggested outlines and briefs

Here are the strongest options:

My picks by workflow

If you’re creating briefs for writers

• Use Frase or Surfer SEO.
• They’re designed around “analyze the SERP → extract structure → build a writing plan.” Frase Content Raptor

If you manage a content calendar

• Use MarketMuse.
• It’s stronger for deciding what to publish next and finding broader topical authority gaps.

If you’re auditing existing content

• Use Surfer SEO, Clearscope, or Ahrefs.
• They help identify pages that are missing important coverage compared with competitors.

A practical strategist workflow

1. Pick a target keyword.
2. Pull the top 10 ranking pages.
3. Export: - H2/H3 headings
4. Word counts
5. Common entities/topics
6. FAQs/questions
7. Cluster repeated themes.
8. Build a brief around: - Required sections (what everyone covers)
9. Differentiators (what competitors miss)
10. Unique insights/data/examples you can add

For a lightweight stack, many strategists use:

• Ahrefs for research
• Frase or Surfer SEO for briefs
• Google Sheets/Notion for editorial planning

If you’re building briefs at agency scale, I’d prioritize Frase vs. Surfer vs. MarketMuse based on whether your bottleneck is research speed, writer optimization, or content portfolio strategy.

If your goal is specifically to reverse-engineer the SERP—common headings, typical word count, and missing topics—I’d shortlist these:

My pick: Frase

For a content strategist, Frase is probably the closest match to exactly what you're describing. Its SERP Analyzer puts ranking pages side-by-side, extracts their H2/H3 structures, shows each page's word count, and compares your draft against the competitive field to identify sections and content you haven't covered. Frase

frase.io

Best for deeper SERP analysis: Surfer

Surfer is stronger if you want a more quantitative workflow. Its SERP Analyzer can show common words/phrases across ranking pages, while its Audit analyzes word count, heading structure, paragraphs, and competitor content patterns. Surfer SEO Docs Surfer SEO Docs

Its Content Editor also recommends a target word count based on high-ranking competitors and lets you adjust the expected number of headings, paragraphs, images, and terms. Surfer SEO Docs

surferseo.com

If you want a simpler editorial workflow: Clearscope

Clearscope is particularly nice for turning the analysis into a content brief. Its Outline feature breaks down competitors' headings, while its recommendations identify terms that your draft doesn't adequately cover. Semrush

clearscope.io

Practical strategist workflow

I'd use the tools like this:

1. Frase → extract the SERP's recurring H2/H3 themes and identify missing sections.
2. Surfer → validate competitive word count, structure, and recurring semantic terms.
3. Your own analysis → distinguish true content gaps from things everyone else copied. Don't automatically add every heading appearing in the top 10.
4. Build the brief around search intent + underserved questions + useful differentiation, rather than simply trying to make your article as long as the average.

One important caveat: word count is a benchmark, not a ranking target. Surfer itself notes that relevant terms and how naturally they're used matter more than surface-level signals such as keyword repetition or length. Surfer SEO Docs

If you tell me your budget (free / <$100 / $100+) and whether you're doing briefs or optimizing existing articles, I can narrow this to the best 2–3 tools for your workflow.

Best for deeper SERP analysis: Surfer

Surfer is stronger if you want a more quantitative workflow. Its SERP Analyzer can show common words/phrases across ranking pages, while its Audit analyzes word count, heading structure, paragraphs, and competitor content patterns. docs.surferseo.com docs.surferseo.com

Its Content Editor also recommends a target word count based on high-ranking competitors and lets you adjust the expected number of headings, paragraphs, images, and terms. docs.surferseo.com

surferseo.com

If you want a simpler editorial workflow: Clearscope

Clearscope is particularly nice for turning the analysis into a content brief. Its Outline feature breaks down competitors' headings, while its recommendations identify terms that your draft doesn't adequately cover.

If your goal is SERP-driven content strategy—especially extracting common headings, competitor word counts, and content/topic gaps—I’d shortlist these:

1. frase.io — best fit for your exact workflow

Frase's SERP Analyzer explicitly pulls ranking pages into one view and extracts word count and heading outlines page-by-page. It also identifies the sections your draft is missing relative to the ranking set. Frase Frase

That's particularly useful if you're building a brief like:

• Common H2s: What to look for, pricing, benefits, alternatives
• SERP word-count range: 2,700–3,800
• Topics covered by 4/10 competitors: X
• Topics covered by 1/10: Y
• Potential gap: Z
• Recommended outline: consolidated from the evidence

My pick if you're primarily a content strategist.

2. surferseo.com — best for optimization + benchmarking

Surfer analyzes the top-ranking competitors and gives you recommended word count, number of headings, paragraphs, terms, topics and questions. Its Topics & Questions data includes subjects found among competitors and questions from Google PAA. Surfer SEO Docs Surfer SEO Docs

Its Audit can also compare page structure and identify terms/topics you're missing. Surfer SEO Docs

I'd choose Surfer when your workflow is:

SERP research → brief → draft → optimize → score

rather than purely research/brief generation.

3. semrush.com — best if you're already in Semrush

Semrush's SEO Writing Assistant gives competitor-derived word-count targets and SEO/content recommendations. Semrush

It's excellent as part of a larger Semrush workflow, but for the very specific task of "show me every competitor's H2/H3 structure and tell me what topics they're collectively missing," I'd favor Frase.

What I'd use as a strategist

If you're producing content briefs for writers, I'd go:

Frase → manual SERP judgment → Google/PAA/Reddit research → brief

If you're producing and optimizing the content yourself:

Surfer → SERP analysis → Content Editor → optimization

One important caveat: don't treat competitor word count as a target you must hit. Ranking pages can be long because they're comprehensive—or simply bloated. Surfer itself recommends filtering competitors for the same search intent/content type and removing word-count outliers. Surfer SEO Docs

If you want, I can also give you a side-by-side comparison of Frase vs Surfer vs Semrush vs Ahrefs specifically for building SEO content briefs, including pricing, exports, automation/API options, and which one I'd pick for an agency.

As a content strategist, you’re looking for SERP/content optimization tools — platforms that analyze pages already ranking for a keyword and extract patterns like:

• recurring H2/H3 headings
• average and range of word counts
• missing subtopics (“topic gaps”)
• entities/terms competitors cover
• questions answered by top pages
• recommended content briefs

These are some of the strongest options:

My shortlist by workflow

If you create briefs for writers

Choose:

1. Frase — good balance of SERP extraction + brief creation. It specifically surfaces ranking pages, their lengths, heading structures, and gaps. Frase
2. Surfer SEO — strong if writers optimize directly inside an editor. Content Raptor

If you run a content strategy program

Choose:

1. MarketMuse — better for deciding what your entire site should cover.
2. Ahrefs — better for competitor research, traffic analysis, and identifying opportunities. Ahrefs

If you want a lightweight SERP teardown

Look at:

• Frase for quick competitor outlines. Frase
• SEOmatic for comparing your draft against top-ranking pages and seeing word-count, structure, and topic gaps. SEOmatic

A practical content strategist workflow

1. Put your target keyword into a SERP analysis tool.
2. Export: - top 10 ranking URLs
3. average word count
4. common H2/H3 themes
5. missing questions/topics
6. recurring entities
7. Build a brief: - required sections (based on repeated headings)
8. differentiation sections (based on gaps)
9. target depth (based on ranking pages, not arbitrary word counts)
10. Write something that covers the baseline and adds unique value rather than just copying the SERP.

For most in-house content teams, I’d start with Frase or Surfer SEO; for a larger SEO/content operation, pair Ahrefs + MarketMuse/Clearscope.

If your goal is SERP-driven content strategy—extracting common headings, benchmark word counts, and topic gaps from pages already ranking—these are the strongest options:

My picks

• Frase — best all-around for your specific workflow. Its SERP Analyzer explicitly extracts the ranking pages' word counts and H2/H3 outlines, then compares your draft against the competitive field to identify missing sections and content depth. Frase
• MarketMuse — best for strategic topic gaps. Its Heatmap analyzes the top 20 SERP competitors and identifies topic gaps, while also providing competitor word counts, content scores, and topical coverage. MarketMuse Knowledge Base
• Clearscope — best for an editorial/content team. It provides competitor heading structures, word counts, content scores, and a term map for identifying topical gaps. Clearscope
• Surfer — best for optimization after the strategy is defined. It benchmarks word count and content elements against competitors and gives recommended terms and usage ranges. Surfer SEO Docs
• Semrush — best if you want this integrated with broader SEO research. Its SERP Gap Analyzer can compare competitors on word count and other page-level weaknesses and generate content briefs. Semrush

For a content strategist, I'd choose this way

Need to produce briefs quickly → Frase.
Need to uncover deeper topical opportunities and build clusters → MarketMuse.
Need a polished workflow for writers/editors → Clearscope.
Need to optimize lots of existing pages → Surfer.
Already living inside Semrush → use Semrush rather than adding another platform.

One important distinction: don't treat the average word count of the top 10 as your target word count. Use it as a competitive-depth signal. The more valuable analysis is identifying which topics/headings appear repeatedly, which important concepts only some competitors cover, and where you can add genuinely differentiated information.

For that reason, Frase + MarketMuse is probably the most compelling combination if you're doing serious content strategy rather than simply trying to maximize an on-page optimization score. Frase MarketMuse Knowledge Base

frase.io
docs.marketmuse.com

If you’re trying to reverse-engineer the SERP for content briefs, I’d shortlist these:

My picks

• surferseo.com — best if you want granular SERP extraction. Its SERP Analyzer can show common words/phrases across ranking pages, while its Audit compares word counts, headings, paragraphs and other structural elements against competitors. Surfer SEO Docs Surfer SEO Docs
• clearscope.io — best for turning research into an editorial brief. Its Competitors view includes ranking pages and word counts; its Outline/Research features surface competitor headings, common themes and questions. Clearscope Clearscope
• semrush.com — best if you want content gaps connected to keyword gaps. Its SERP Checker exposes the top 10 results, while Organic Research can reveal keywords competitors rank for that you don't. Semrush
• Frase is particularly useful when your workflow is SERP → outline → brief → draft, rather than doing deep technical SEO analysis.
• MarketMuse is the one I'd consider when "topic gap" means something broader than missing keywords—i.e., identifying subjects your site needs to cover to build topical depth.

For a content strategist, I'd use this workflow

Semrush → Surfer/Clearscope → editorial judgment

1. Semrush: identify the SERP competitors and keyword/content gaps.
2. Surfer: extract the common structural patterns—heading counts, word counts, terms, phrases and page structure.
3. Clearscope: turn those findings into a cleaner writer-facing outline and identify important topics/questions competitors cover.
4. You: deliberately add the missing angle, rather than simply copying the average SERP page.

One important caveat: don't treat average word count or common headings as ranking requirements. They're descriptions of what currently ranks, not Google's prescribed formula. Surfer itself frames its structural recommendations as patterns among competitors rather than fixed rules. Surfer SEO Docs

If I had to pick just one: Surfer for maximum extraction/detail; Clearscope if your priority is producing polished briefs that writers can actually use.

As a content strategist, you’re looking for SERP content analysis / content brief tools rather than just keyword gap tools. The best options are those that analyze the actual pages ranking for a target query and extract structure, depth, and missing coverage.

Here are the strongest tools by workflow:

If your specific job is “analyze the top 10 Google results and build a content brief”

I’d shortlist:

1. Frase — probably the closest match for extracting: - common H2/H3 patterns
2. average word count
3. competitor outlines
4. missing sections

Frase1. Surfer SEO — better when your workflow is:

• research → outline → draft → optimize in an editor. Distribb
• MarketMuse — better for a content strategist managing:

• large topic clusters
• editorial calendars
• topical authority. Distribb

For a manual strategist workflow (often the most insightful)

A common stack is:

• Ahrefs or Semrush → find competitor pages and keyword gaps. Tactycs
• Frase / Surfer / Clearscope → analyze SERP structure and create briefs. Frase Distribb
• Google Sheets + ChatGPT → cluster extracted headings into: - must-have sections
• optional sections
• unique angles competitors missed

Metrics I’d extract from ranking pages

For each SERP competitor:

• URL
• ranking position
• word count
• H1/H2/H3 headings
• heading frequency across competitors
• entities/topics mentioned
• questions answered
• content format (guide, listicle, comparison, tool page)
• missing sections versus your page
• freshness signals (date updates, examples, statistics)

A useful rule: don’t optimize for the average word count alone. The bigger strategic signal is usually coverage gaps—topics, questions, examples, or decision criteria that most ranking pages include and yours doesn’t. reoptimize.ai RankTent

For a content team, I’d typically pick:

• Solo strategist: Frase or Surfer
• SEO-heavy team: Ahrefs + Frase
• Enterprise content operation: MarketMuse + Semrush/Ahrefs

If you’re doing SERP-driven content strategy, I’d shortlist these:

My picks by use case

• Want “show me what the top 10 have in common” → Clearscope. Its competitor view provides ranking pages, word counts and content grades, while its outline/research features surface common themes and headings. Clearscope Clearscope
• Want a fast content brief → Frase. It’s particularly oriented around SERP analysis, outlines, questions and turning those findings into a writing brief. Conbersa
• Want deeper strategic gap analysis → MarketMuse. Its Heatmap compares topical coverage across the top 20 SERP competitors and can identify topics your content is missing. It also reports competitor word counts and topic gaps. MarketMuse Knowledge Base MarketMuse
• Want optimization while actually writing → Surfer. It tracks things such as word count, headings, paragraphs, images and relevant terms while comparing your draft against SERP patterns. Clearscope
• Want domain-level competitor research → Semrush. Its Organic Rankings Topics report groups a competitor's ranking pages into broader topics and lets you drill into the keywords driving those pages. Semrush

If I were building a content-strategy workflow: I'd use Semrush for discovering competitor/topic opportunities → Clearscope or Frase for SERP-level briefing → MarketMuse when I need to determine deeper topical gaps across an entire content cluster.

One important caveat: don't treat the average word count of ranking pages as a target you must hit. It's useful as a scope signal, but matching competitors' length isn't inherently an SEO advantage. The more valuable analysis is which sections/topics repeatedly occur, which questions are unanswered, and where you can provide genuinely better coverage.

If your goal is SERP-level content strategy—extracting recurring headings, benchmarking length, and finding topics competitors cover that you don't—I'd shortlist these:

My picks by use case

• Want the easiest "what are the top pages doing?" workflow: Clearscope. Its competitor view shows top-ranking pages, word counts and rankings, while its Research/Outline features surface common themes, questions and outline ideas. Clearscope
• Want true competitive keyword gaps: Ahrefs. Its Content Gap tool identifies keywords competitors rank for that you don't, and you can require multiple competitors to rank for a term to reduce noise. Ahrefs Help Center Ahrefs
• Want a content brief generated from the SERP: Surfer or Frase are strong choices.
• Want deeper topical/site-level analysis: MarketMuse is worth considering.
• Want explicit extraction of H1–H6 headings + recurring topics + word count: Content Raptor is particularly aligned with exactly what you described; its competitor analysis exposes H2 counts, outlines, entities and missing topics. Content Raptor

One important distinction: keyword gaps ≠ topic gaps. Ahrefs is excellent at the former—"competitors rank for X, we don't." Ahrefs Tools such as Clearscope/Surfer/MarketMuse are more useful for the latter—"the SERP consistently discusses these concepts/sections, but our page doesn't adequately cover them."

For a content strategist, I'd probably use Ahrefs + Clearscope/Surfer together: Ahrefs finds what you should cover, while the content optimizer helps determine how comprehensively the SERP expects you to cover it.

As a content strategist, you’re looking for SERP content analysis / content intelligence tools. The best ones analyze top-ranking pages for a target keyword and extract things like:

• Common H2/H3 headings and content structure
• Average and range of word counts
• Recurring topics, entities, and terms
• Questions competitors answer
• Missing subtopics (“topic gaps”)
• Suggested content briefs

Here are the strongest options:

Frase Distribb## Best fits by workflow

1. Building briefs for writers: Frase

Good if your process is:

Keyword → analyze SERP → create outline → hand to writer

Frase’s SERP analyzer can show ranking pages, their lengths, extracted heading structures, and gaps between your draft and competing pages. Frase

Use it for:

• “What sections should this article include?”
• “How long should this piece be?”
• “What questions are competitors answering?”

2. Scaling SEO content production: Surfer SEO

Good for teams producing lots of articles.

Typical workflow:

• Analyze top-ranking pages
• Extract terms/topics
• Create a content score
• Optimize drafts in an editor

Surfer-style tools are especially useful when writers need guardrails while drafting. Conbersa

3. Deep topic strategy: MarketMuse

Better when you’re managing a content library rather than one article.

Use it to answer:

• “Which clusters are we weak in?”
• “Which topics should we build authority around?”
• “Where are competitors covering concepts we miss?”

4. Competitor gap research: Ahrefs or Semrush

Better for discovering:

• Keywords competitors rank for that you don’t
• Pages driving competitor traffic
• Content opportunities across a whole site

These are less focused on extracting exact article outlines, but stronger for strategic gap discovery. TechRadar Distribb

A practical content strategist stack

A common setup:

1. Ahrefs/Semrush → find opportunities and competitor pages
2. Frase/Surfer/Clearscope → reverse-engineer the SERP structure
3. Google Sheets/Notion/Airtable → turn findings into briefs
4. Google Search Console → validate gaps after publishing

If you want a lightweight process without a full SEO suite

You can also use:

• A SERP analyzer to collect the top 10 URLs
• A crawler/parser to extract H1–H3 headings
• A spreadsheet to count heading frequency
• An LLM to cluster missing topics

Some newer tools automate this workflow by scraping ranking pages, extracting headings and word counts, then generating content gaps and outlines. Apify

For most content strategy teams, I’d shortlist:

• Frase → fastest path from keyword to brief
• Surfer SEO → best writer optimization workflow
• MarketMuse → strongest for enterprise topic planning
• Ahrefs + Frase → strong combined research stack

Frase Distribb

If your goal is content-gap research from the current SERP, I’d shortlist these:

• surferseo.com — best all-around for SERP structure analysis. Its SERP Analyzer compares ranking pages and exposes common words/phrases, questions, page structure, headings, and word-count patterns. It can also export the analysis to CSV. Surfer SEO Docs Surfer SEO Docs
• frase.io — best for turning research into briefs. Its automated briefs include average word and heading counts, SERP results, semantic topics, topic clusters, questions, and an AI-generated outline based on the search results. Frase Help
• clearscope.io — strong for topic/keyword coverage. It analyzes competing pages for missing terms and has an Outline view showing competitor headings. Semrush
• contentbrief.io — lightweight option focused specifically on briefs. It says it analyzes the top 10 pages for headings, word counts, structure, questions, and gaps, then generates an H2/H3 outline. ContentBrief.io

What I'd use as a strategist

Surfer + your own editorial judgment is probably the strongest workflow:

1. Enter the primary keyword.
2. Filter the SERP to genuinely comparable pages—don't blindly analyze every result. Surfer itself recommends excluding pages with different search intent or unusually authoritative sites. Surfer SEO Docs
3. Export the competitor data.
4. Identify: - Common headings: H2/H3 themes appearing across multiple competitors.
5. Content depth: median/average word count rather than simply copying the longest article.
6. Topic gaps: relevant concepts/questions covered by some competitors but absent from yours.
7. Differentiation opportunities: important questions that none of the competitors answer well.
8. Turn those findings into a brief rather than mechanically reproducing the SERP's average article.

One useful distinction: "topic gap" isn't necessarily "keyword gap." A good strategist should look for missing information or user needs, not just missing phrases. Surfer's questions and common-topic analysis can help surface those opportunities. Surfer SEO Docs

If you tell me your budget (free / <$100 / enterprise) and whether you work mainly on blogs, product pages, or B2B content, I can narrow this to the 2–3 tools I'd actually buy.

If your goal is SERP-level content intelligence—extracting recurring headings, competitor word counts, and missing subtopics—the strongest tools are:

My picks

1. Frase — best match for exactly what you described.
Its SERP Analyzer pulls ranking pages into one view, extracts their heading structures, shows word counts by page, and identifies sections/words your draft is missing. Frase

2. Surfer — best if you want optimization depth.
It compares your page against ranking competitors for page structure, word count, and recommended terms. Its audit specifically analyzes headings and other structural patterns across competing pages. Surfer SEO Docs

3. Clearscope — best for an editorial/content team.
Its competitor view gives you ranking positions, word counts and content grades, while its research/outline features surface common themes, questions, headings and terms across competing pages. Clearscope

4. MarketMuse — best when “content gap” means more than one article.
It's particularly useful for identifying topical coverage weaknesses across a larger content library rather than simply telling you which keywords are missing from one draft.

5. Semrush — best if you also need competitor keyword gaps.
Its Content Gap/keyword-gap capabilities are useful for finding topics competitors rank for that you don't, while its SERP Gap Analyzer can compare competitors on factors such as word count and other page-level weaknesses. Semrush Semrush

What I'd use as a strategist

For a single target keyword, I'd use Frase or Surfer to produce a research sheet like:

• H2/H3 frequency: headings appearing on 7/10, 5/10, 3/10 ranking pages
• Length benchmark: median and range of competitor word counts
• Common topics: concepts/entities repeatedly covered
• Question gaps: questions competitors answer that your page doesn't
• Unique opportunities: useful topics none of the competitors cover
• Recommended outline: H1 → H2 → H3 based on the evidence

One important caveat: don't treat competitor average word count as a target you must hit. Search intent and completeness matter more than mechanically matching 2,500 vs. 2,300 words. Even Surfer describes its structural and length recommendations as patterns rather than strict requirements. Surfer SEO Docs

If I were choosing one tool specifically for your stated workflow, I'd start with Frase; if you're building a broader SEO/content operation, I'd pair Semrush + Surfer/Frase.

3. Clearscope — best for an editorial/content team.
Its competitor view gives you ranking positions, word counts and content grades, while its research/outline features surface common themes, questions, headings and terms across competing pages. clearscope.io

4. MarketMuse — best when “content gap” means more than one article.
It's particularly useful for identifying topical coverage weaknesses across a larger content library rather than simply telling you which keywords are missing from one draft.

5. Semrush — best if you also need competitor keyword gaps.
Its Content Gap/keyword-gap capabilities are useful for finding topics competitors rank for that you don't, while its SERP Gap Analyzer can compare competitors on factors such as word count and other page-level weaknesses.

What I'd use as a strategist

For a single target keyword, I'd use Frase or Surfer to produce a research sheet like:

If your goal is specifically to reverse-engineer the SERP—common headings, competitor word counts, and topics your draft is missing—I’d shortlist these:

• Surfer — probably the strongest all-around fit. Its Audit analyzes competitor page structure, headings, paragraphs, images, word count, and missing terms, and its Content Editor turns that into optimization guidance. Surfer SEO Docs Surfer SEO Docs
• Clearscope — excellent for a strategist/editor workflow. Its competitor view shows word counts and rankings, while its Research/Outline views surface common themes, questions, headings, and recommended terms. Clearscope
• Frase — particularly good if you want to turn SERP research into a writer-ready brief quickly. It extracts competitor content, headings and questions and combines research, outlining, and optimization in one workflow. ContentForce AI
• Semrush — best if you're already using Semrush for keyword research, competitors, and site SEO. Its content tooling provides SERP-informed recommendations around keywords, headings, and structure. Semrush
• MarketMuse — worth considering when the question is broader than one article: topical coverage, content gaps, and site-level authority rather than simply matching the current SERP.

My pick by use case

One important caveat: don't treat the average SERP word count as your target word count. These tools are useful for identifying what competitors cover and what they may be missing, but adding words just to hit an average can make content worse. Surfer itself notes that word count is less important than its term/coverage recommendations. Surfer SEO Docs

For a content strategist, I'd use Surfer or Clearscope for SERP pattern extraction, then layer your own editorial judgment on top to identify the true content gap—i.e., useful information that users need but the ranking pages collectively fail to answer.

If your goal is specifically “analyze the pages already ranking and turn that into a content brief,” I’d shortlist these:

My picks by use case

1. Best overall for your exact workflow: Frase.
Its SERP Analyzer puts ranking pages side-by-side, extracts their H2/H3 structures, shows the word count of each page, and identifies the sections/words you need to add to close the gap. Frase

2. Best for rigorous on-page analysis: Surfer.
Surfer compares your page against ranking competitors for terms, word count and page structure, including patterns in headings, paragraphs and other elements. Surfer SEO Docs

3. Best for editorial/content-quality teams: Clearscope.
Its competitor view gives you ranking position, word count and content grade, while its Research/Outline features surface common themes, questions and recommended headers. Clearscope

4. Best if “content gap” means competitor keyword gaps: Ahrefs.
Ahrefs' traditional Content Gap tool finds keywords competitors rank for that your site doesn't. Its newer AI Content Helper goes further by identifying core topics, showing competitor headings, and displaying competitor word counts. Ahrefs Ahrefs Help Center

5. Best all-around SEO platform: Semrush.
I'd choose it if you're doing content strategy alongside keyword research, competitor analysis and broader SEO. Its current content-gap workflow explicitly distinguishes topic, intent, quality and originality gaps. Semrush

A practical content-strategist stack

If I were building a workflow for a content team, I'd use:

Ahrefs/Semrush → Frase or Surfer → editorial judgment

1. Ahrefs/Semrush: identify what competitors rank for that you don't.
2. Frase/Surfer: analyze the actual SERP—common H2s/H3s, length, topics, questions and missing coverage.
3. Strategist: turn those findings into a differentiated brief rather than simply copying the average competitor outline.

That last step matters: the “gap” shouldn't just mean “a heading competitors have.” A useful strategic gap can be an unanswered question, weak explanation, missing audience/use case, outdated information, or an opportunity to provide original evidence. Semrush's current framework explicitly separates topic, intent, quality and originality gaps. Semrush

If you want one tool: I'd start with Frase for the exact heading + word-count + gap-analysis workflow you described. If you're already heavily invested in SEO/competitor research, Ahrefs + Frase is a particularly strong combination.

2. Best for rigorous on-page analysis: Surfer.
Surfer compares your page against ranking competitors for terms, word count and page structure, including patterns in headings, paragraphs and other elements. Surfer SEO Docs

3. Best for editorial/content-quality teams: Clearscope.
Its competitor view gives you ranking position, word count and content grade, while its Research/Outline features surface common themes, questions and recommended headers. Clearscope

4. Best if “content gap” means competitor keyword gaps: Ahrefs.
Ahrefs' traditional Content Gap tool finds keywords competitors rank for that your site doesn't. Its newer AI Content Helper goes further by identifying core topics, showing competitor headings, and displaying competitor word counts. ahrefs.com help.ahrefs.com

5. Best all-around SEO platform: Semrush.
I'd choose it if you're doing content strategy alongside keyword research, competitor analysis and broader SEO. Its current content-gap workflow explicitly distinguishes topic, intent, quality and originality gaps. semrush.com

A practical content-strategist stack

If I were building a workflow for a content team, I'd use:

Ahrefs/Semrush → Frase or Surfer → editorial judgment

If your goal is specifically to reverse-engineer the SERP—common headings, typical length, and missing topics—I’d prioritize these:

My top picks

1. Frase — best match for your exact workflow.
Its SERP Analyzer pulls ranking pages into one view and extracts word counts and heading structures, while identifying the sections/gaps your draft needs to address. Frase

frase.io

2. Surfer — best if you want research → brief → optimization.
Surfer's Content Editor can show competitors' outlines and identify common headings, topics, and gaps, then use those findings to build an outline and optimize your draft. Surfer SEO Docs

3. Clearscope — best for an editorial/content-quality workflow.
It analyzes competing pages for missing terms and has an Outline view showing competitors' headings. Semrush

4. Semrush — best for strategic competitor gaps.
Its SEO tools are stronger when the question is "What topics/keywords are competitors winning that we aren't?" rather than "What headings do the top 10 use?" Its SEO Writing Assistant also benchmarks word count against competitors. Semrush Semrush

semrush.com

5. Ahrefs — best for keyword-level content gaps.
Content Gap lets you compare your site with multiple competitors and isolate keywords they rank for that you don't. That's extremely useful for strategic gap analysis, although it's not my first choice for extracting SERP heading structures. Ahrefs Ahrefs Help Center

ahrefs.com

What I'd use as a content strategist

If you're creating content briefs, I'd use Frase or Surfer first:

Keyword → top-ranking pages → common H2/H3s → median/typical word count → missing topics → questions → brief

Then layer Ahrefs or Semrush on top for the strategic gap: keywords and topics competitors rank for that your site doesn't.

One important distinction: "keyword gap" ≠ "topic gap." A keyword-gap tool can tell you competitors rank for a term you don't, but it doesn't necessarily tell you that your article is substantively missing a topic. Tools such as Frase, Surfer, MarketMuse, and Clearscope are more useful for that latter analysis. distribb.io

If I had to pick just one for the exact three things you asked for: Frase.

Yes. If your goal is specifically to reverse-engineer the SERP—common headings, competitor word counts, and missing topics—I’d shortlist these:

My picks

1. Surfer SEO — best all-around for your exact workflow.
Its Content Editor analyzes competitor data and its outline research shows competitors' structures, including common headings, topics, and gaps. Surfer SEO Docs

surferseo.com

2. Clearscope — best if you're building polished editorial briefs.
Its Competitors view shows top-ranking pages alongside word count, ranking position, and content grade, while its term analysis helps identify themes shared across ranking pages. Clearscope

clearscope.io

3. Frase — best for quickly turning SERP research into an outline.
It pulls ranking articles, summarizes their headings/topics, and surfaces questions, making it particularly useful when your "gap" includes questions competitors answer that you don't. Distribb Stay Digital Marketers

frase.io

4. Semrush — best if "content gaps" means your broader competitive strategy.
Its Topic Research surfaces related subtopics, popular headlines and questions, while Keyword Gap identifies terms competitors rank for that you don't. Its newer Topic Finder also explicitly identifies competitor content gaps. Semrush Semrush

semrush.com

5. MarketMuse — best for enterprise-scale topical planning.
I'd choose it when you're analyzing an entire content library rather than just creating a brief for one keyword.

If I were building a strategist's workflow

I'd use Surfer or Clearscope for page-level SERP analysis + Semrush for site/competitor-level gaps.

The distinction matters: a tool telling you "competitors use these 14 headings" is a SERP/content-brief gap, while "competitors rank for 400 topics your site doesn't" is a competitive content gap. Those are different analyses. Semrush

If you want, I can also compare Surfer vs Clearscope vs Frase specifically on the 10–15 features a content strategist would care about, including pricing and how much manual SERP analysis each still requires.

For a content strategist, the tools you want are usually SERP/content optimization platforms rather than traditional keyword tools. They analyze pages already ranking for a target query and surface things like repeated headings, average length, missing subtopics, and competitor coverage gaps. Content Raptor ContentForce AI

Here are the strongest options:

If your main job is building content briefs

I’d shortlist:

1. Frase — quickest for “what does page 1 cover?” analysis. It directly shows ranking pages, lengths, and heading outlines. Frase
2. Surfer SEO — better if writers will draft inside an optimization workflow. Stay Digital Marketers
3. Clearscope — good for editorial teams that prioritize writer usability and consistency. ClusterMagic

If you want to manually audit competitors

A practical workflow:

1. Put the target keyword into Frase/Surfer/Clearscope.
2. Export the top 10 ranking URLs.
3. Compare: - recurring H2/H3 headings
4. average and median word count
5. questions answered
6. entities/topics mentioned by multiple competitors
7. sections missing from your draft
8. Turn those findings into your content brief.

For a strategist building a repeatable system

A common stack is:

• Ahrefs or Semrush → find opportunities and prioritize keywords
• Frase / Surfer / Clearscope → analyze SERP structure and create briefs
• Google Sheets or Airtable → maintain your content gap database
• Search Console → validate whether the new coverage improves performance

One caveat: these tools identify patterns among ranking pages, not guaranteed ranking factors. Use them to find coverage gaps and user intent signals, then add original expertise and differentiation. ContentForce AI

If you’re trying to reverse-engineer the SERP—common headings, typical length, recurring topics, and what competitors fail to cover—I’d shortlist these:

My picks

1. Surfer — best all-around for your exact workflow.
Surfer analyzes top-ranking competitors and exposes word count, headings, paragraphs, terms, topics and questions. You can select the competitors yourself, which is useful when the SERP contains irrelevant formats. docs.surferseo.com

Its Audit functionality also breaks competitor word counts into body text, headings, paragraphs, etc., rather than giving you only a single page-length number. docs.surferseo.com

Surfer

2. MarketMuse — best if “topic gaps” is the strategic priority.
MarketMuse is particularly strong for identifying topic coverage, gaps and must-have topics across the SERP, rather than simply counting keywords. Its competitive analysis can visualize how related topics are distributed across ranking pages. www.marketmuse.com

MarketMuse

3. Clearscope — best for a clean editorial workflow.
Its Competitors view shows ranking pages with word counts, content grades and positions, while the term map helps you see how competing pages cover the topic and identify common themes. www.clearscope.io

Clearscope

4. Frase — good for research-heavy content teams.
I'd consider it if you want SERP research to flow directly into briefs and outlines rather than doing a separate competitive-analysis step.

Frase

What I'd use as a strategist

Rather than treating “average word count” as the goal, I'd extract four datasets from the top 10–20 pages:

1. Heading frequency — H2/H3 topics appearing across multiple competitors.
2. Length distribution — median and range, not just average word count.
3. Topic/entity frequency — recurring concepts that establish topical coverage.
4. Coverage gaps — useful questions/subtopics that some competitors cover but the dominant pages don't address well.

That last category is where MarketMuse + your own SERP judgment can be particularly valuable. A tool can tell you that competitors all mention X; your strategic advantage comes from noticing that nobody adequately answers Y.

If I had to choose one: Surfer for speed and repeatable briefs; MarketMuse for deeper content-strategy work and genuine topical-gap analysis.

For a content strategist, you’re looking for SERP content analysis / content brief tools rather than only keyword-gap tools. The best options can extract:

• common H2/H3 headings across ranking pages
• average and per-page word counts
• recurring topics/entities
• missing subtopics (“topic gaps”)
• questions competitors answer
• recommended content outlines

Here are the strongest tools by workflow:

If your exact workflow is:

“I have a target keyword → analyze the top 10 pages → build a content brief”

I’d shortlist:

1. Surfer SEO — quickest for extracting SERP patterns and writing briefs. www.trysight.ai
2. Frase — good when you want an outline plus questions/topics to cover. tactycs.io
3. Clearscope — better for larger editorial teams managing quality standards.
4. MarketMuse — better if you’re managing an entire content ecosystem, not one article. distribb.iohelp.ahrefs.com

If you want a lightweight/custom workflow

You can also combine:

• a SERP scraper → pulls top-ranking URLs
• a crawler/parser → extracts H1/H2/H3 + body text
• an LLM analysis layer → clusters headings and identifies gaps

Some tools already automate this. For example, SEO content analyzers can scrape top-ranking pages, extract headings and word counts, then generate topic gaps and outlines. www.trysight.aiapify.com

My typical content strategist stack

• Ahrefs or Semrush → “What opportunities exist?”
• Surfer/Clearscope/Frase → “What should the page contain?”
• Google Search Console → “Where are our existing pages underperforming?”

One distinction that matters: keyword gaps (“competitors rank for terms we don’t”) and content gaps (“competitors cover sections we don’t”) are different problems. Tools like Ahrefs excel at the first; Surfer, Clearscope, Frase, and MarketMuse are more focused on the second. distribb.iohelp.ahrefs.com

For a content strategist, the tools you want are usually SERP content optimization platforms and competitive intelligence tools. They can analyze ranking pages and surface things like:

• recurring H2/H3 headings and content structure
• average/top-performing word counts
• missing subtopics and entities
• keyword/topic gaps
• questions competitors answer
• content outline recommendations

Here are the strongest options:

If your workflow is “I need to brief writers”

Use:

1. Frase → generate a first-pass SERP brief
2. Clearscope or Surfer → validate terms, headings, and coverage
3. Ahrefs/Semrush → find broader competitor gaps

If your workflow is “I need to beat the current #1–10 results”

A practical stack:

• Surfer SEO: “What sections and terms appear repeatedly among winners?”
• Ahrefs/Semrush: “What topics are competitors ranking for that we ignore?”
• MarketMuse: “What parts of this topic ecosystem are we missing?”

For a custom workflow

Many strategists also build a lightweight process:

1. Export the top 10 Google results.
2. Extract H1/H2/H3 headings.
3. Count heading frequency.
4. Compare word counts.
5. Use an NLP tool or LLM to cluster missing topics.

That gives you a SERP content map rather than just a keyword list.

If you mainly produce SEO briefs, I’d lean toward Frase + Surfer. If you manage a large content program, MarketMuse + Semrush/Ahrefs is usually a better fit. diyai.iocontentraptor.com

For a content strategist, you’re looking for SERP analysis + content optimization tools that reverse-engineer what already ranks: recurring H2/H3 structures, average length, semantic topics, entities, and missing angles. The strongest options are:

If your specific goal is “give me a content brief from page-one results”

Look at:

• Surfer SEO — strongest for “what headings and terms do I need to compete?” workflows. staydigitalmarketers.com
• Frase — strong when you want research → outline → draft in one workflow. staydigitalmarketers.com
• Clearscope — better when editors care more about topical completeness than hitting a target score. www.clustermagic.ai

If you want a lighter/DIY workflow

Tools that specifically analyze SERPs and output things like:

• average competitor word count
• H1/H2/H3 patterns
• common topics
• missing sections

include options such as SEO content analyzers and brief generators. For example, some tools scrape top-ranking pages and return heading analysis, word counts, required topics, and suggested outlines. apify.com

A practical strategist workflow

1. Put the target keyword into a SERP analysis tool.
2. Export:
   • top 10 URLs
   • repeated H2/H3 headings
   • average word count
   • recurring entities/topics
   • unanswered questions
3. Turn that into:
   • required sections
   • differentiation angles
   • internal linking opportunities
   • expert additions competitors lack

One caution: these tools show patterns among ranking pages, not guaranteed ranking factors. Use them to find coverage gaps, then layer in audience research, brand expertise, and original insights. www.gwcontent.com

For a content strategist specifically, my shortlist would be:

• Agency/high-volume: Surfer SEO + Ahrefs/Semrush
• Editorial team: Clearscope
• Solo strategist/content briefs: Frase
• Enterprise topical strategy: MarketMuse

Yes. For a content strategist, I’d separate these into SERP/content-brief tools and broader competitor-gap tools.

My top pick: Frase

Frase SERP Analyzer is probably the closest match to exactly what you're describing. It pulls ranking pages into one view and shows word count, heading structure, ranking position, and competitive gaps. www.frase.io

Its research workflow then turns that analysis into a brief containing headings, topics, questions, and gaps. www.frase.io

Best for pure content-gap research: Ahrefs

Ahrefs Content Gap is stronger when your question is "What are competitors ranking for that we aren't?" rather than "How are the top articles structured?" It compares competitor keywords and lets you identify terms multiple competitors rank for that your site doesn't. ahrefs.com

Best lightweight option: ContentBrief.io

ContentBrief.io explicitly analyzes the top 10 results for headings, word counts, and content structure, then produces H2/H3 recommendations and topic gaps. www.frase.iowww.contentbrief.io

If you're building a serious editorial workflow

I'd use:

Frase → structural analysis + brief
Ahrefs → keyword/competitor gaps
Your own strategic judgment → actual editorial gap

That last step matters: a topic appearing on 8/10 ranking pages isn't automatically something you should copy. The more valuable gap is often something important to the audience that competitors cover poorly or don't cover at all.

If your goal is specifically to paste in a keyword and automatically get a frequency-ranked list of H2/H3s + median word count + missing subtopics, Frase is the first one I'd test. www.frase.io

Yes. If you’re trying to reverse-engineer the SERP—common headings, typical content length, semantic coverage, and missing topics—the strongest options are:

My picks for your specific use case

1. Surfer — easiest all-in-one SERP analyzer

Surfer's Content Editor analyzes competitor pages and can show their outlines, helping you identify common headings, topics, and gaps. Its audit functionality also benchmarks recommended word counts against competitors and suggests terms/phrases that are missing. docs.surferseo.comdocs.surferseo.com

2. Clearscope — best for understanding topical coverage

Clearscope's Competitors view shows ranking pages along with word count and ranking position, while its outline and term-map functionality helps identify common themes and missing coverage. www.clearscope.io

3. Semrush — best if you're doing strategy beyond one article

Semrush's SEO Content Template uses the top 10 Google rivals to generate recommendations, while Topic Research surfaces related subtopics, questions, headlines, and competitor content gaps. Its Keyword Gap tool is particularly useful for finding subjects competitors rank for that you don't. www.semrush.com

The workflow I'd use as a content strategist

For a target keyword, I'd extract:

1. Top 10–20 ranking URLs
2. H1/H2/H3 structure → identify recurring sections
3. Median/average word count → establish a reasonable range rather than blindly matching the longest page
4. Common entities/terms → understand topical expectations
5. Unique headings/topics → potential differentiation opportunities
6. Competitor keyword gaps → subjects your site doesn't cover
7. People Also Ask / related questions → informational subtopics
8. SERP intent → make sure you're competing with the right type of page

If I had to choose one: Surfer for rapid article-level analysis; Semrush if you're building an actual content strategy/content-gap program across an entire site. Clearscope is particularly attractive if your primary concern is content depth and topical completeness rather than keyword research. docs.surferseo.com

If you tell me your budget (free / <$100/mo / enterprise) and whether you're analyzing individual articles or an entire site, I can narrow this to the 2–3 best options.

If your goal is SERP-level content intelligence—common headings, typical word counts, and gaps in topic coverage—I’d shortlist these:

My pick for a content strategist

Surfer is the closest match to your exact workflow. Its Audit analyzes top-ranking competitors and explicitly reports page structure, including headings, paragraphs and other elements. It also provides competitor-based word-count recommendations and identifies terms that are missing or underrepresented. docs.surferseo.comdocs.surferseo.com

For example, you can use it to answer:

“For best CRM software, what headings are appearing repeatedly among the top results, how long are those pages, and which concepts do they commonly cover that my draft doesn't?”

Its page-structure analysis is particularly useful because it looks for patterns among ranking pages rather than treating one competitor as the template. docs.surferseo.comdocs.surferseo.com

Where Semrush and Ahrefs fit

If by “topic gaps” you mean keywords/topics that competitors rank for but my site doesn't, I'd pair Surfer with Semrush or Ahrefs.

• Semrush Keyword Gap compares up to five competitors and categorizes opportunities such as missing, weak, untapped and unique keywords. www.semrush.com
• Ahrefs Content Gap lets you compare your site against multiple competitors and identify keywords they rank for that you don't; you can even filter for keywords that all competitors rank for. help.ahrefs.com
• Clearscope is a particularly nice middle ground for editorial teams: its competitor view includes ranking pages, word counts, content grades and common themes, while its term map helps identify how similar sites cover the topic. www.clearscope.io

Recommended stack:
Surfer → headings + SERP structure + word-count benchmark
Ahrefs/Semrush → keyword/topic gaps
Clearscope → writer-facing content brief and optimization

One important distinction: “topic gap” isn't necessarily “keyword gap.” A competitor may cover an important concept without targeting a distinct keyword. For serious content strategy, I'd extract both repeated headings/entities/concepts and competitor keyword gaps rather than relying on keyword-gap reports alone.

If your goal is specifically “look at the pages already ranking and extract their structure, depth, and missing topics”, I’d shortlist these:

My pick: Frase

For the exact workflow you described, Frase is probably the closest fit. Its SERP Analyzer puts ranking pages side-by-side and extracts word count and heading outlines, while its research/optimization features identify topics, subtopics, questions, and gaps. www.frase.io

So for a keyword like “best CRM for small business,” you could quickly get:

• Common H2s/H3s: what competitors consistently cover
• Typical length: e.g., median/average depth of the ranking set
• Topic coverage: entities, subtopics, and questions appearing across competitors
• Header gaps: sections competitors have that your draft lacks
• Topic gaps: concepts/phrases competitors cover that you don't
• Brief: turn those findings into an editorial outline

Frase explicitly compares your draft against ranking pages and can identify the additional words/sections needed to close the gap. www.frase.io

Where Ahrefs/Semrush fit

I'd use Ahrefs or Semrush alongside Frase if you're doing strategy rather than just page-level optimization.

Ahrefs' Content Gap identifies keywords competitors rank for that your site doesn't, with filters for keywords shared by multiple competitors. help.ahrefs.com Semrush's Keyword Gap similarly compares your domain against competitors and surfaces missing/untapped keywords. www.semrush.com

Practical stack:

Frase → SERP/content structure
Ahrefs or Semrush → keyword/competitive gaps
GSC → validate against your own actual performance

If you only want one subscription for producing SEO content briefs, I'd choose Frase. If you're running a broader SEO/content program, Ahrefs + Frase is a particularly strong combination.

If your goal is specifically “reverse-engineer the SERP”—common headings, competitor word counts, and missing topics—I’d shortlist these:

My picks by task

1. Common H2/H3 headings → Surfer

Surfer's SERP Analyzer explicitly identifies common words/phrases across top-ranking pages, including how many pages use them. Its audit also compares page structure—headings, paragraphs, images, etc.—against ranking competitors. docs.surferseo.comdocs.surferseo.com

That's closest to the workflow you described: “What sections are the top results consistently covering?”

2. Word-count analysis → Surfer or Semrush

Surfer reports recommended overall and section-level word counts based on competitor pages. docs.surferseo.comdocs.surferseo.com

Semrush's On Page SEO Checker likewise compares your page's word count with individual competitors and their average. Its SEO Writing Assistant can also recommend a target word count based on top organic rivals. www.semrush.com

3. Topic gaps → Semrush + Ahrefs

Semrush's Keyword Gap compares up to five competitors and surfaces keywords they rank for that you don't. www.semrush.com Its Topic Research also surfaces related subtopics, questions, headlines, and competitor content gaps. www.semrush.com

Ahrefs' Content Gap is particularly straightforward for finding keywords competitors rank for while your site doesn't. help.ahrefs.com

What I'd use as a content strategist

If you're building content briefs rather than just doing SEO audits, I'd use:

Surfer → SERP structure + competitive content analysis
Ahrefs → keyword/content gaps
Semrush → broader topic research + competitor intelligence

The important distinction is that “keyword gap” ≠ “content gap.” A real content gap can be a missing section, question, use case, example, comparison, or perspective even when there's no obvious standalone keyword. Semrush's recent guidance makes this distinction explicitly. www.semrush.com

If you want one tool only, I'd pick Surfer for the exact three things you listed. If you want the strongest strategist's workflow, I'd pair Surfer + Ahrefs.

If your goal is specifically to reverse-engineer the SERP—common headings, typical word counts, and topical gaps—I’d shortlist these:

My picks

1. Frase — best all-around for your exact workflow.
Its SERP Analyzer puts ranking pages side-by-side, extracts their H2/H3 structures, shows individual word counts, and compares your draft against the competitive field—including missing sections and additional content needed. www.frase.io

2. Ahrefs AI Content Helper — best if you're already in Ahrefs.
The current tool analyzes competing pages, exposes their heading structures and word counts, and focuses its gap analysis on core topic coverage, rather than simply telling you to repeat keywords. help.ahrefs.com Ahrefs' separate Content Gap tool is particularly useful for finding keywords competitors rank for that your site doesn't. ahrefs.com

3. Clearscope — best for editorial rigor.
Its Competitors view includes ranking position, word count, and content grade; its Outline/Research views surface common themes, questions, and heading ideas. www.frase.iowww.clearscope.io

4. Surfer — best for granular optimization.
It analyzes competing pages and gives recommendations around keywords, headings, structure, internal links, and content length. www.semrush.com

5. Semrush — best when content strategy is part of a larger SEO workflow.
Its Keyword Gap tool is excellent for finding competitor keyword opportunities and overlap, although I'd pair it with a dedicated content optimizer for extracting heading structures and on-page topical coverage. www.semrush.comhelp.ahrefs.com

What I'd use as a content strategist

If you're creating content briefs, rather than merely optimizing finished articles, I'd lean:

Frase → SERP structure → Ahrefs/Semrush → keyword/topic gaps → your editorial judgment → brief

The important distinction is that "content gap" can mean two different things:

• Keyword gap: competitors rank for queries you don't — Ahrefs/Semrush excel here. www.semrush.comhelp.ahrefs.com
• Topical/structural gap: competitors collectively cover concepts, questions, or sections that your planned article doesn't — Frase, Clearscope, and Ahrefs AI Content Helper are more directly useful.

And I wouldn't blindly copy the average word count or every H2. Treat those as evidence about search intent and expected depth, not requirements. A 3,000-word SERP doesn't automatically mean your article needs 3,000 words.

If you tell me your budget (free / <$100 / $100–300+/month) and whether you're doing briefs, audits, or both, I can narrow this to the 2–3 tools I'd actually buy.

As a content strategist, you’re looking for SERP content analysis tools — platforms that reverse-engineer ranking pages to identify patterns like:

• recurring H2/H3 headings
• average/median word count
• content structure
• missing subtopics
• keyword/entity coverage gaps
• questions competitors answer that you don’t

Here are the strongest options:

My typical strategist workflow

1. Find the SERP pattern

• Use Frase / Surfer / Clearscope
• Export the top 10 ranking pages
• Look for:
  • headings appearing in 5+ competitors
  • questions appearing repeatedly
  • sections every competitor has

2. Find actual gaps
Don’t just copy missing headings. A “gap” should answer:

• Does the searcher need this information?
• Does adding it improve decision-making?
• Can we provide something competitors cannot?

A common mistake is treating “more sections” as automatically better; shared headings are useful signals, but they don’t always represent the best content strategy. www.reddit.com

3. Build the brief
I’d usually combine:

• Frase or Surfer → SERP structure
• Ahrefs or Semrush → keyword opportunities
• Google Search Console → existing performance gaps
• expert insights/customer questions → differentiation

If you’re choosing just one:

• Solo strategist/freelancer: Frase or Surfer
• Content team: Clearscope or MarketMuse
• SEO-heavy team: Ahrefs + Semrush
• Fast manual audits: Detailed SEO Extension + spreadsheet

For a repeatable content-brief process, Frase is probably the closest match to “show me common headings, word counts, and topic gaps from ranking pages.” www.frase.iowww.toponseek.com

If your goal is specifically to reverse-engineer the top-ranking SERP pages for content briefs, I’d shortlist these:

My pick for your exact use case

1. Surfer — probably the closest match. Its Content Editor analyzes ranking competitors, and it explicitly recommends a word-count target based on high-ranking pages. docs.surferseo.com

2. Semrush — better if you want to connect page-level content analysis to your broader SEO strategy. Its SEO Writing Assistant benchmarks readability and word count against competitors and identifies recommended keywords that commonly appear in top-ranking competitor content. www.semrush.com Its Topic Research tool also surfaces subtopics, questions and headlines, while Keyword Gap can identify keywords competitors rank for that you don't. www.semrush.com

3. Clearscope — a strong choice for an editorial/content team that cares more about topic coverage and content quality than having a giant all-purpose SEO platform. Current versions include SERP analysis, topic suggestions and topic exploration. www.techradar.com

One important caveat

Don't treat "content gap" as simply "headings my competitors have that I don't." That's a useful starting point, but it can encourage bloated, derivative articles. A better strategist's workflow is:

SERP → common headings → common entities/topics → searcher questions → genuinely missing information → unique angle/information gain.

In other words, use the tools to discover what the SERP expects, then decide what your page can add that competitors don't.

If you tell me your budget (free / <$100/mo / enterprise) and whether you want automated SERP extraction vs. a full SEO platform, I can narrow this to the best 2–3 options.

As a content strategist, you’re looking for SERP content analysis tools (not just keyword tools). The best ones can analyze top-ranking pages and extract things like:

• common H2/H3 headings and content structure
• average or competitive word counts
• topics/entities competitors cover
• missing subtopics (“content gaps”)
• FAQs and search intent patterns
• recommended content briefs

Here are the strongest options:

My recommended workflow for a strategist

1. Find the ranking pages
   • Use Ahrefs or Semrush to identify the top 5–10 competitors ranking for your target query. www.singlegrain.comhelp.ahrefs.com

2. Extract structure
   • Run those URLs through Surfer, Clearscope, or Frase.
   • Capture:
     • repeated H2s/H3s
     • average article length
     • formats used (tables, lists, FAQs)
     • missing sections

3. Build a gap map

Create a spreadsheet like:

4. Avoid copying the SERP

The goal is not “match the longest article.” Look for unanswered questions, weak explanations, outdated examples, missing perspectives, and better formats.

For a content strategist specifically, I’d usually shortlist:

• Surfer SEO → fastest for briefs and outlines
• Ahrefs/Semrush → strongest for discovering opportunities
• MarketMuse → best for large-scale content planning
• Clearscope → strong for editorial teams that need consistency

A common stack is Ahrefs (discover gaps) + Surfer/Clearscope (create briefs) + Google Sheets (editorial planning).

If your goal is to reverse-engineer what's working on page one of Google, there are several tools that automate parts of the process. They vary from pure SEO optimization to content intelligence.

Best all-in-one tools

1. Surfer SEO

One of the best options if you primarily write blog content.

It automatically analyzes top-ranking pages and shows:

• Common H2/H3 headings
• Average word count
• Keyword frequency
• NLP entities
• Missing subtopics
• Questions competitors answer
• Recommended structure

Great if your goal is publishing articles that compete in search.

2. Frase

Frase specializes in creating content briefs.

It extracts:

• SERP headings
• Frequently discussed topics
• People Also Ask questions
• Competitor outlines
• Average article length
• Related keywords

Very useful for agencies creating briefs quickly.

3. Clearscope

Less focused on outlines and more on semantic completeness.

You'll get:

• Important entities
• Missing concepts
• Topic coverage score
• Recommended terms

Many enterprise publishers use Clearscope.

4. MarketMuse

Best if you're building topical authority rather than individual posts.

It identifies:

• Content gaps across your site
• Missing supporting articles
• Authority weaknesses
• Competitor topic coverage

Excellent for long-term content strategy.

If you prefer a DIY workflow

A surprisingly effective approach is:

1. Export the top 10 URLs for your keyword (from Ahrefs, SEMrush, or manually).
2. Extract each page's H1, H2s, H3s, and word count (using Screaming Frog, browser extensions, or simple scripts).
3. Paste everything into ChatGPT and ask it to:
   • Identify recurring headings
   • Group similar sections
   • Count how often each topic appears
   • Highlight unique insights competitors include
   • Recommend missing sections for your article

This often produces more tailored insights than relying on a single SEO score.

For large-scale competitive research

If you're analyzing dozens or hundreds of pages:

• Screaming Frog with Custom Extraction can scrape headings, metadata, and structured elements across many URLs.
• A small Python script using libraries like BeautifulSoup can extract H1–H6 headings and approximate word counts.
• Combining those outputs with ChatGPT lets you cluster headings, detect patterns, and identify content gaps at scale.

Recommended stacks

• Best overall: Surfer SEO + ChatGPT
• Best for briefs: Frase + ChatGPT
• Best for topical authority: MarketMuse
• Best budget: NeuronWriter
• Best for custom research: Screaming Frog + Python + ChatGPT

If your focus is programmatic SEO or content operations, a custom workflow (using Python to scrape headings and word counts, then using ChatGPT to cluster topics and identify gaps) is often more flexible and can scale to hundreds of pages at a much lower cost than premium SEO platforms.

If your goal is to reverse-engineer what's working on page one of Google, there are several tools that automate parts of the process. They vary from pure SEO optimization to content intelligence.

Best all-in-one tools

1. Surfer SEO

One of the best options if you primarily write blog content.

It automatically analyzes top-ranking pages and shows:

• Common H2/H3 headings
• Average word count
• Keyword frequency
• NLP entities
• Missing subtopics
• Questions competitors answer
• Recommended structure

Great if your goal is publishing articles that compete in search.

2. Frase

Frase specializes in creating content briefs.

It extracts:

• SERP headings
• Frequently discussed topics
• People Also Ask questions
• Competitor outlines
• Average article length
• Related keywords

Very useful for agencies creating briefs quickly.

3. Clearscope

Less focused on outlines and more on semantic completeness.

You'll get:

• Important entities
• Missing concepts
• Topic coverage score
• Recommended terms

Many enterprise publishers use Clearscope.

4. MarketMuse

Best if you're building topical authority rather than individual posts.

It identifies:

• Content gaps across your site
• Missing supporting articles
• Authority weaknesses
• Competitor topic coverage

Excellent for long-term content strategy.

If you prefer a DIY workflow

A surprisingly effective approach is:

1. Export the top 10 URLs for your keyword (from Ahrefs, SEMrush, or manually).
2. Extract each page's H1, H2s, H3s, and word count (using Screaming Frog, browser extensions, or simple scripts).
3. Paste everything into ChatGPT and ask it to:
   • Identify recurring headings
   • Group similar sections
   • Count how often each topic appears
   • Highlight unique insights competitors include
   • Recommend missing sections for your article

This often produces more tailored insights than relying on a single SEO score.

For large-scale competitive research

If you're analyzing dozens or hundreds of pages:

• Screaming Frog with Custom Extraction can scrape headings, metadata, and structured elements across many URLs.
• A small Python script using libraries like BeautifulSoup can extract H1–H6 headings and approximate word counts.
• Combining those outputs with ChatGPT lets you cluster headings, detect patterns, and identify content gaps at scale.

Recommended stacks

• Best overall: Surfer SEO + ChatGPT
• Best for briefs: Frase + ChatGPT
• Best for topical authority: MarketMuse
• Best budget: NeuronWriter
• Best for custom research: Screaming Frog + Python + ChatGPT

If your focus is programmatic SEO or content operations, a custom workflow (using Python to scrape headings and word counts, then using ChatGPT to cluster topics and identify gaps) is often more flexible and can scale to hundreds of pages at a much lower cost than premium SEO platforms.

If your goal is to reverse-engineer what's working on page one of Google, there are several tools that automate parts of the process. They vary from pure SEO optimization to content intelligence.

Best all-in-one tools

1. Surfer SEO

One of the best options if you primarily write blog content.

It automatically analyzes top-ranking pages and shows:

• Common H2/H3 headings
• Average word count
• Keyword frequency
• NLP entities
• Missing subtopics
• Questions competitors answer
• Recommended structure

Great if your goal is publishing articles that compete in search.

2. Frase

Frase specializes in creating content briefs.

It extracts:

• SERP headings
• Frequently discussed topics
• People Also Ask questions
• Competitor outlines
• Average article length
• Related keywords

Very useful for agencies creating briefs quickly.

3. Clearscope

Less focused on outlines and more on semantic completeness.

You'll get:

• Important entities
• Missing concepts
• Topic coverage score
• Recommended terms

Many enterprise publishers use Clearscope.

4. MarketMuse

Best if you're building topical authority rather than individual posts.

It identifies:

• Content gaps across your site
• Missing supporting articles
• Authority weaknesses
• Competitor topic coverage

Excellent for long-term content strategy.

If you prefer a DIY workflow

A surprisingly effective approach is:

1. Export the top 10 URLs for your keyword (from Ahrefs, SEMrush, or manually).
2. Extract each page's H1, H2s, H3s, and word count (using Screaming Frog, browser extensions, or simple scripts).
3. Paste everything into ChatGPT and ask it to:
   • Identify recurring headings
   • Group similar sections
   • Count how often each topic appears
   • Highlight unique insights competitors include
   • Recommend missing sections for your article

This often produces more tailored insights than relying on a single SEO score.

For large-scale competitive research

If you're analyzing dozens or hundreds of pages:

• Screaming Frog with Custom Extraction can scrape headings, metadata, and structured elements across many URLs.
• A small Python script using libraries like BeautifulSoup can extract H1–H6 headings and approximate word counts.
• Combining those outputs with ChatGPT lets you cluster headings, detect patterns, and identify content gaps at scale.

Recommended stacks

• Best overall: Surfer SEO + ChatGPT
• Best for briefs: Frase + ChatGPT
• Best for topical authority: MarketMuse
• Best budget: NeuronWriter
• Best for custom research: Screaming Frog + Python + ChatGPT

If your focus is programmatic SEO or content operations, a custom workflow (using Python to scrape headings and word counts, then using ChatGPT to cluster topics and identify gaps) is often more flexible and can scale to hundreds of pages at a much lower cost than premium SEO platforms.

If your goal is to reverse-engineer what's working on page one of Google, there are several tools that automate parts of the process. They vary from pure SEO optimization to content intelligence.

Best all-in-one tools

1. Surfer SEO

One of the best options if you primarily write blog content.

It automatically analyzes top-ranking pages and shows:

• Common H2/H3 headings
• Average word count
• Keyword frequency
• NLP entities
• Missing subtopics
• Questions competitors answer
• Recommended structure

Great if your goal is publishing articles that compete in search.

2. Frase

Frase specializes in creating content briefs.

It extracts:

• SERP headings
• Frequently discussed topics
• People Also Ask questions
• Competitor outlines
• Average article length
• Related keywords

Very useful for agencies creating briefs quickly.

3. Clearscope

Less focused on outlines and more on semantic completeness.

You'll get:

• Important entities
• Missing concepts
• Topic coverage score
• Recommended terms

Many enterprise publishers use Clearscope.

4. MarketMuse

Best if you're building topical authority rather than individual posts.

It identifies:

• Content gaps across your site
• Missing supporting articles
• Authority weaknesses
• Competitor topic coverage

Excellent for long-term content strategy.

If you prefer a DIY workflow

A surprisingly effective approach is:

1. Export the top 10 URLs for your keyword (from Ahrefs, SEMrush, or manually).
2. Extract each page's H1, H2s, H3s, and word count (using Screaming Frog, browser extensions, or simple scripts).
3. Paste everything into ChatGPT and ask it to:
   • Identify recurring headings
   • Group similar sections
   • Count how often each topic appears
   • Highlight unique insights competitors include
   • Recommend missing sections for your article

This often produces more tailored insights than relying on a single SEO score.

For large-scale competitive research

If you're analyzing dozens or hundreds of pages:

• Screaming Frog with Custom Extraction can scrape headings, metadata, and structured elements across many URLs.
• A small Python script using libraries like BeautifulSoup can extract H1–H6 headings and approximate word counts.
• Combining those outputs with ChatGPT lets you cluster headings, detect patterns, and identify content gaps at scale.

Recommended stacks

• Best overall: Surfer SEO + ChatGPT
• Best for briefs: Frase + ChatGPT
• Best for topical authority: MarketMuse
• Best budget: NeuronWriter
• Best for custom research: Screaming Frog + Python + ChatGPT

If your focus is programmatic SEO or content operations, a custom workflow (using Python to scrape headings and word counts, then using ChatGPT to cluster topics and identify gaps) is often more flexible and can scale to hundreds of pages at a much lower cost than premium SEO platforms.

If your goal is to reverse-engineer what top-ranking content covers—common headings, average word count, missing subtopics, entities, and search intent—you'll get the best results from dedicated SEO content optimization tools rather than general AI writing tools.

Here's how the strongest options compare:

Best overall: Surfer SEO

If I had to choose one for SERP analysis, Surfer SEO is usually the fastest workflow. It automatically analyzes the top-ranking pages and reports:

• average content length
• heading structure (H2/H3 patterns)
• NLP terms and entities
• questions competitors answer
• missing topics
• keyword frequency
• internal linking suggestions

It essentially builds a data-backed content brief.

Best for content strategists: MarketMuse

MarketMuse goes beyond optimizing a single article. It identifies:

• content gaps across your entire site
• topical authority weaknesses
• supporting articles you should publish
• competitive topic coverage

This is especially valuable if you're planning clusters rather than individual posts.

Best for editors: Clearscope

Clearscope is known for:

• very clean content briefs
• semantic term recommendations
• readability guidance
• concise optimization workflow

Many editorial teams prefer it because it produces fewer distracting recommendations.

Fastest way to build briefs: Frase

Frase excels at automatically extracting:

• common H2s
• common H3s
• People Also Ask questions
• FAQs
• competitor outlines
• average word counts
• SERP summaries

For many freelancers and agencies, it's one of the quickest ways to generate a first draft brief.

If you want to do it yourself

A common workflow combines several tools:

1. Use Ahrefs or Semrush to identify the target keyword and search intent.
2. Use Surfer or Frase to extract:
   • common headings
   • average word count
   • semantic topics
   • missing sections
3. Use ChatGPT to synthesize the findings into:
   • an optimized outline
   • content brief
   • FAQ section
   • editorial recommendations
4. After writing, run the draft back through Surfer or Clearscope for optimization.

Lowest-cost stack

If you're budget-conscious:

• Ahrefs Webmaster Tools (or Semrush free features) for keyword research
• Frase for SERP analysis
• ChatGPT for outline generation, rewriting, and gap analysis

This combination covers most of what agencies use at a much lower cost.

If you're managing dozens or hundreds of articles each month, MarketMuse or Surfer SEO generally provide the most comprehensive automation for identifying common headings, recommended length, and topical gaps across competing pages.

If your goal is content gap analysis from the SERPs—extracting common headings, average word counts, entities, questions, and missing topics—there are a handful of tools that stand out. Each has a different strength.

Best overall: Surfer SEO

If I could only pick one tool for this task, it would be Surfer SEO because it automatically analyzes the top-ranking pages and surfaces:

• Common H2/H3 headings
• Average word count
• NLP terms and entities
• Questions competitors answer
• Missing subtopics
• Recommended content structure

It's particularly good when you're producing large numbers of SEO articles.

Best for writers: Frase

Frase excels at turning SERP analysis into usable content briefs.

It automatically gathers:

• Shared headings
• Frequently asked questions
• Competitor outlines
• Topic clusters
• Citation sources

Many content teams use Frase as the first step before drafting.

Best for topical authority: MarketMuse

MarketMuse goes beyond keyword optimization.

Instead of asking:

"Did you include this keyword?"

it asks:

"What important concepts are missing from your article?"

It excels at:

• Content inventory audits
• Topic authority maps
• Internal linking suggestions
• Opportunity scoring

If you're managing hundreds of pages, it's one of the strongest options.

Best for semantic optimization: Clearscope

Clearscope is known for producing clean, editor-friendly briefs.

It identifies:

• Frequently occurring entities
• Important related concepts
• Reading level
• Content grades
• Competitive coverage

Many enterprise publishers use it because it tends to produce concise, high-quality recommendations.

If you prefer doing it yourself

You can build a lightweight workflow using free or inexpensive tools:

1. Export the top 10 URLs (from your preferred SEO tool or search manually).
2. Use a heading extractor (such as a browser extension or a crawler) to collect all H2/H3 headings.
3. Count words with a crawler like Screaming Frog or a word-count tool.
4. Paste the headings into a spreadsheet.
5. Create a frequency table showing which headings appear most often.
6. Compare those recurring topics against your own outline to identify gaps.

This gives you a surprisingly effective manual content-gap analysis without paying for premium software.

AI-powered workflow

A workflow many content strategists now use looks like this:

• Keyword research: Ahrefs or Semrush
• SERP analysis: Surfer or Frase
• Content gap: MarketMuse or Clearscope
• Drafting: ChatGPT or Claude
• Optimization: Surfer or Clearscope
• Performance tracking: Google Search Console plus SEOTesting

If your priority is finding true topic gaps

Rather than just copying competitors' headings, look for:

• Questions only 2–3 competitors answer
• Missing definitions or beginner explanations
• Missing comparison sections
• Missing examples, templates, or case studies
• Original data or research competitors lack
• Recent developments competitors haven't incorporated
• Internal links to related topics your site already covers

These additions often create a stronger page than simply matching the average outline.

If you're managing content at scale (50–500+ articles), I would recommend Ahrefs + Surfer SEO + ChatGPT as a balanced stack. It combines keyword intelligence, automated SERP analysis, and fast drafting while keeping costs and workflow complexity manageable.

If your goal is to reverse-engineer what's working on page one of Google, there are several tools that automate parts of the process. They vary from pure SEO optimization to content intelligence.

Best all-in-one tools

1. Surfer SEO

One of the best options if you primarily write blog content.

It automatically analyzes top-ranking pages and shows:

• Common H2/H3 headings
• Average word count
• Keyword frequency
• NLP entities
• Missing subtopics
• Questions competitors answer
• Recommended structure

Great if your goal is publishing articles that compete in search.

2. Frase

Frase specializes in creating content briefs.

It extracts:

• SERP headings
• Frequently discussed topics
• People Also Ask questions
• Competitor outlines
• Average article length
• Related keywords

Very useful for agencies creating briefs quickly.

3. Clearscope

Less focused on outlines and more on semantic completeness.

You'll get:

• Important entities
• Missing concepts
• Topic coverage score
• Recommended terms

Many enterprise publishers use Clearscope.

4. MarketMuse

Best if you're building topical authority rather than individual posts.

It identifies:

• Content gaps across your site
• Missing supporting articles
• Authority weaknesses
• Competitor topic coverage

Excellent for long-term content strategy.

If you prefer a DIY workflow

A surprisingly effective approach is:

1. Export the top 10 URLs for your keyword (from Ahrefs, SEMrush, or manually).
2. Extract each page's H1, H2s, H3s, and word count (using Screaming Frog, browser extensions, or simple scripts).
3. Paste everything into ChatGPT and ask it to:
   • Identify recurring headings
   • Group similar sections
   • Count how often each topic appears
   • Highlight unique insights competitors include
   • Recommend missing sections for your article

This often produces more tailored insights than relying on a single SEO score.

For large-scale competitive research

If you're analyzing dozens or hundreds of pages:

• Screaming Frog with Custom Extraction can scrape headings, metadata, and structured elements across many URLs.
• A small Python script using libraries like BeautifulSoup can extract H1–H6 headings and approximate word counts.
• Combining those outputs with ChatGPT lets you cluster headings, detect patterns, and identify content gaps at scale.

Recommended stacks

• Best overall: Surfer SEO + ChatGPT
• Best for briefs: Frase + ChatGPT
• Best for topical authority: MarketMuse
• Best budget: NeuronWriter
• Best for custom research: Screaming Frog + Python + ChatGPT

If your focus is programmatic SEO or content operations, a custom workflow (using Python to scrape headings and word counts, then using ChatGPT to cluster topics and identify gaps) is often more flexible and can scale to hundreds of pages at a much lower cost than premium SEO platforms.

If your goal is to reverse-engineer the search results (SERPs) and build content briefs, the best tools fall into three categories: SEO platforms, content optimization tools, and lightweight scraping/spreadsheet workflows.

Here's how they compare:

1. Frase (Excellent for content strategists)

Frase automatically analyzes top-ranking pages and produces:

• Common H2s
• Common H3s
• Questions people ask
• Average word count
• Competitor outlines
• Missing subtopics

Ideal if you create content briefs regularly.

2. Surfer SEO

Surfer compares the top 10–30 ranking pages and identifies:

• Average word count
• Heading frequency
• NLP entities
• Missing keywords
• Semantic relevance
• Internal linking suggestions

It's one of the strongest options for optimization after the brief is written.

3. Ahrefs

Ahrefs is stronger on research than writing.

You can use it to find:

• Competing pages
• Keywords competitors rank for
• Content gaps
• Parent topics
• Search intent
• SERP history

Combined with manual outline extraction, it becomes a powerful research workflow.

4. Screaming Frog + Custom Extraction

If you're comfortable with technical workflows, Screaming Frog can crawl competitor URLs and extract:

• H1s
• H2s
• H3s
• Meta descriptions
• Title tags
• Word counts (via custom extraction)
• Structured data

This gives you raw data for your own analysis.

5. ChatGPT + Browser Extension

Many strategists now use a hybrid workflow:

1. Export the top 10 URLs from Google.
2. Extract each page's headings (using a browser extension or scraper).
3. Paste the content into ChatGPT.

Then ask for analysis such as:

• Which H2s appear most often?
• Which topics are unique?
• Average word count
• Missing FAQs
• Beginner vs. advanced coverage
• Opportunities to differentiate
• Suggested content brief

This gives you more control than relying solely on SEO software.

6. Python + BeautifulSoup (Most Customizable)

If you frequently analyze SERPs, you can automate the process:

• Scrape the top 10 URLs
• Extract:
  • H1
  • H2
  • H3
  • Paragraph count
  • Word count
  • Lists
  • Tables
  • Images
• Cluster similar headings
• Identify unique sections
• Generate a content brief

This approach scales well for agencies or in-house SEO teams.

7. Content Harmony

Built specifically for content briefs, it includes:

• Competitor analysis
• Heading extraction
• Search intent
• Questions
• Keyword clusters
• Outline recommendations
• Entity suggestions

Many agencies use it to standardize brief creation.

My recommended workflows

For freelancers or solo consultants:

• Ahrefs (research) + Frase (briefs) + ChatGPT (gap analysis)

For agencies:

• Ahrefs + Screaming Frog + Python automation + ChatGPT

For enterprise teams:

• Semrush or Ahrefs + MarketMuse + ChatGPT

For budget-conscious users:

• Google search + browser heading extractor + ChatGPT + Google Sheets

If you're comfortable with code, you can build a workflow that automatically:

• collects the top 10 Google results for a keyword,
• extracts all H1/H2/H3 headings and word counts,
• clusters similar headings,
• identifies topic gaps,
• and outputs a polished content brief in minutes. This kind of pipeline offers much of the value of premium content optimization tools while remaining fully customizable.