🕷️ Crawler Inspector

URL Lookup

Direct Parameter Lookup

Raw Queries and Responses

1. Shard Calculation

Query:

Response:

Calculated Shard: 80 (from laksa061)

2. Crawled Status Check

Query:

curl -X POST \
  'http://laksa080.int.ahrefs:8124/' \
  -H 'Content-Type: text/plain' \
  -H 'X-ClickHouse-Database: crawler3' \
  -H 'Authorization: Basic YXBpOg==' \
  -d 'SELECT getAhrefsURLFromUnparsed(src_unparsed) AS found_url, ifNull(toUnixTimestamp(download_stamp), 0) AS crawl_time, ifNull(toUnixTimestamp(props_url_first_seen), 0) AS first_indexed_time, download_http_code AS http_code, src_unparsed AS src_unparsed, src_root_hash AS src_root_hash, history_drop_reason AS history_drop_reason, meta_title AS meta_title, meta_descriptions AS meta_descriptions, attrs_boilerpipe_text AS attrs_boilerpipe_text, attrs_markdown AS attrs_markdown, attrs_readable_markdown AS attrs_readable_markdown, meta_canonical AS meta_canonical FROM crawler3.page_info_local FINAL PREWHERE (src_root_hash, src_unparsed) IN ((getAhrefsRootHashFromUnparsed(getAhrefsUnparsedNoserviceFromURL(\'https://www.rankability.com/blog/neuronwriter-vs-ahrefs-vs-rankability/\')), getAhrefsUnparsedNoserviceFromURL(\'https://www.rankability.com/blog/neuronwriter-vs-ahrefs-vs-rankability/\'))) FORMAT JSONEachRow'

Response:

{"found_url":"https:\/\/www.rankability.com\/blog\/neuronwriter-vs-ahrefs-vs-rankability\/","crawl_time":1776150475,"first_indexed_time":1757777211,"http_code":200,"src_unparsed":"com,rankability!www,\/blog\/neuronwriter-vs-ahrefs-vs-rankability\/ s443","src_root_hash":"15867369156789978880","history_drop_reason":null,"meta_title":"NeuronWriter vs Ahrefs vs Rankability: Which Is Best for SEO Content Optimization in 2026? | Rankability Blog","meta_descriptions":["When it comes to publishing content that actually ranks, keyword research and backlinks aren’t enough—you also need a reliable content optimization tool. The ch"],"attrs_boilerpipe_text":"When it comes to publishing content that actually ranks, keyword research and backlinks aren’t enough—you also need a reliable content optimization tool. The challenge? There are dozens of options, each with different strengths. Three popular choices right now are Rankability, NeuronWriter, and Ahrefs.\nIf you’re trying to figure out which one fits your workflow best, this guide breaks them down head-to-head.\nTL;DR: Quick Verdict\nRankability Content Optimizer\n: Best overall for agencies and writers who want AI-powered briefs, live optimization scoring, and a streamlined workflow from draft to publish.\nAhrefs AI Content Helper\n: Best all-in-one suite that recently added content optimization features, ideal if you already rely on Ahrefs for keyword research and auditing.\nNeuronWriter\n: Best budget-friendly option for solo creators and small teams who want NLP guidance and SERP analysis without breaking the bank.\nRankability vs Ahrefs vs NeuronWriter\n1. Rankability’s Content Optimizer\nRankability is an AI-first content optimizer built with writers in mind. It generates detailed AI briefs, scores content against real search results in real time, and includes an in-editor AI assistant to refine drafts. The goal: take you from idea to publish-ready faster, with fewer tool-switches.\n2. Ahrefs AI Content Helper\nAhrefs has long been known as a top SEO suite for keyword research, competitor analysis, and site audits. Recently, they’ve expanded with AI Content Helper inside their Content Kit—a grader that benchmarks your draft against top-ranking pages. It’s a natural extension for Ahrefs users, though content optimization feels like an add-on rather than the core.\n3. NeuronWriter\nNeuronWriter is a dedicated content editor that uses NLP to suggest keywords and terms from competitor analysis. It’s great for creating outlines, finding gaps, and guiding writers to include the right topics. It lacks the breadth of a suite but shines for affordability.\nKey Comparisons\nFeature \/ Factor\nRankability\nAhrefs\nNeuronWriter\nContent Depth\nAI briefs, live scoring, in-editor AI assistant\nAI Content Helper benchmarks drafts against top pages\nNLP-driven keyword & competitor suggestions\nResearch Strength\nSERP-based briefs tailored to target query\nKeyword research, Content Explorer, Site Audit, Content Gap\nCompetitor SERP mining and topic extraction\nWorkflow\nBrief → Optimize → AI Refine → Export\nBest if team already in Ahrefs; content tools are add-ons\nSimple editor; higher tiers add team features\nCollaboration\nBuilt for agencies with repeatable systems\nStrong for SEO teams already using Ahrefs\nTeam sharing on higher plans\nIntegrations\nExport to CMS, AI assistant in-editor\nFull suite ecosystem with audits, tracking, research\nWordPress, Shopify (on higher tiers)\nSuite Value\nFocused content optimizer\nComplete SEO platform with multiple modules\nEditor-only; limited beyond optimization\nPricing Positioning\nAgency-level SaaS subscription\nCore Ahrefs plan + add-on cost\nEntry-level tiers for solo writers\nBest Fit For\nAgencies & teams needing consistent publishing\nTeams wanting an all-in-one SEO suite\nSolo creators or budget-conscious teams\n1. Content Optimization Depth\nRankability\n: Offers AI briefs and live scoring to keep writers aligned with what’s needed to rank.\nAhrefs\n: Provides post-draft grading with AI Content Helper but requires an existing Ahrefs plan.\nNeuronWriter\n: Solid NLP-driven recommendations but not as advanced as AI-assisted optimization.\nRelated:\nBest AI SEO Content Optimization Tools\n2. Research Inputs\nAhrefs\ndominates research with Content Explorer, Site Audit, and Content Gap tools.\nRankability\nbuilds briefs based on SERP analysis, giving writers only the essentials they need.\nNeuronWriter\nextracts terms from top competitors and suggests them in an easy-to-follow format.\n3. Workflow & Collaboration\nRankability\n: Brief → Optimize → AI refine → Export to CMS, all inside one platform.\nAhrefs\n: Great for teams already working inside Ahrefs, but less fluid for pure writing workflows.\nNeuronWriter\n: Simple to use; higher-tier plans add collaboration and integrations.\n4. Pricing & Value\nNeuronWriter\n: The most affordable entry point, especially for solo writers.\nAhrefs\n: Requires a core subscription, with content features as an additional cost.\nRankability\n: Priced for agencies and businesses that want consistent, optimized publishing.\n5. Ecosystem & Integrations\nAhrefs\n: Complete SEO suite with everything under one roof.\nNeuronWriter\n: Integrates with WordPress and Shopify on higher tiers.\nRankability\n: Designed to export easily into common CMS workflows with AI assistant built-in.\nDecision Guide\nChoose Rankability if\nyou’re an agency or content team that needs to consistently ship optimized, publish-ready articles without juggling multiple tools.\nChoose Ahrefs if\nyou already rely on Ahrefs for SEO research and want to keep everything inside one suite.\nChoose NeuronWriter if\nyou’re a solo creator or small team that needs NLP guidance on a budget.\nFinal Thoughts\nEach tool has its place. NeuronWriter is a solid entry-level option. Ahrefs is unbeatable as an all-in-one SEO suite. But if your primary bottleneck is producing content that ranks—and doing it at scale—\nRankability\nstands out as the best balance of AI, usability, and workflow efficiency.","attrs_markdown":"[Skip to main content](https:\/\/www.rankability.com\/blog\/neuronwriter-vs-ahrefs-vs-rankability\/#main-content)\n\n[![Rankability](https:\/\/www.rankability.com\/assets\/rankability-logo.png)](https:\/\/www.rankability.com\/)\n\nProduct\n\n[Advisor](https:\/\/www.rankability.com\/products\/advisor\/)\n\nAI strategy engine connecting to live client data for weekly action plans\n\n[Researcher](https:\/\/www.rankability.com\/products\/researcher\/)\n\nAgency-grade keyword research suite with discovery, gap analysis, and Keyword Reports\n\n[Copywriter](https:\/\/www.rankability.com\/products\/copywriter\/)\n\nShip client-ready SEO content that wins in Google and AI answers\n\n[Reporter](https:\/\/www.rankability.com\/products\/reporter\/)\n\nTrack search visibility across Google and up to 9 AI platforms with SPI scoring\n\n[Auditor](https:\/\/www.rankability.com\/products\/auditor\/)\n\nCrawl client sites for technical SEO issues and audit Google Business Profiles\n\n[Promoter](https:\/\/www.rankability.com\/products\/promoter\/)\n\nMonitor backlinks, referring domains, and anchor text for every client\n\n[Pricing](https:\/\/www.rankability.com\/pricing\/) [Reviews](https:\/\/www.rankability.com\/reviews\/)\n\nResources\n\n[Academy](https:\/\/www.rankability.com\/academy\/)\n\nMaster modern SEO with expert training\n\n[Blog](https:\/\/www.rankability.com\/blog\/)\n\nLatest insights and SEO tips\n\n[Podcast](https:\/\/www.rankability.com\/podcast\/)\n\nThe AI Search Report podcast\n\n[Free SEO Tools](https:\/\/www.rankability.com\/tools\/)\n\nComplete collection of free SEO utilities\n\n[Search Ranking Factors](https:\/\/www.rankability.com\/ranking-factors\/)\n\nKey factors that influence search rankings\n\n[Data & Research Hub](https:\/\/www.rankability.com\/data\/)\n\nLive SEO data and industry research\n\n[Login](https:\/\/www.rankability.com\/login\/)  [Sign up](https:\/\/www.rankability.com\/pricing\/)\n\nProduct\n\n[Advisor](https:\/\/www.rankability.com\/products\/advisor\/) [Researcher](https:\/\/www.rankability.com\/products\/researcher\/) [Copywriter](https:\/\/www.rankability.com\/products\/copywriter\/) [Reporter](https:\/\/www.rankability.com\/products\/reporter\/) [Auditor](https:\/\/www.rankability.com\/products\/auditor\/) [Promoter](https:\/\/www.rankability.com\/products\/promoter\/)\n\n[Pricing](https:\/\/www.rankability.com\/pricing\/) [Reviews](https:\/\/www.rankability.com\/reviews\/)\n\nResources\n\n[Academy](https:\/\/www.rankability.com\/academy\/) [Blog](https:\/\/www.rankability.com\/blog\/) [Podcast](https:\/\/www.rankability.com\/podcast\/) [Free SEO Tools](https:\/\/www.rankability.com\/tools\/) [Search Ranking Factors](https:\/\/www.rankability.com\/ranking-factors\/) [Data & Research Hub](https:\/\/www.rankability.com\/data\/)\n\n[Login](https:\/\/www.rankability.com\/login\/)  [Sign up](https:\/\/www.rankability.com\/pricing\/)\n\n[**Attention agencies**Rankability 2 is here. Research, write, and track rankings for all your clients in one place. →](https:\/\/www.rankability.com\/pricing\/)\n\nDismiss\n\n# NeuronWriter vs Ahrefs vs Rankability: Which Is Best for SEO Content Optimization in 2026?\n![Rankability](https:\/\/secure.gravatar.com\/avatar\/f8dbc7f5cfc9d116fddf216ba9f16bbd466bab74b2593c3f69252463dbc0ebd8?s=96&d=mm&r=g) Rankability\n\nJanuary 8, 2026\n\n5 min read\n\nWhen it comes to publishing content that actually ranks, keyword research and backlinks aren’t enough—you also need a reliable content optimization tool. The challenge? There are dozens of options, each with different strengths. Three popular choices right now are Rankability, NeuronWriter, and Ahrefs.\n\nIf you’re trying to figure out which one fits your workflow best, this guide breaks them down head-to-head.\n\n## TL;DR: Quick Verdict\n- **[Rankability Content Optimizer](https:\/\/www.rankability.com\/products\/content-optimizer\/)**: Best overall for agencies and writers who want AI-powered briefs, live optimization scoring, and a streamlined workflow from draft to publish.\n- **[Ahrefs AI Content Helper](https:\/\/www.rankability.com\/blog\/neuronwriter-vs-ahrefs-vs-rankability\/#ahrefs)**: Best all-in-one suite that recently added content optimization features, ideal if you already rely on Ahrefs for keyword research and auditing.\n- **[NeuronWriter](https:\/\/www.rankability.com\/blog\/neuronwriter-vs-ahrefs-vs-rankability\/#neuronwriter)**: Best budget-friendly option for solo creators and small teams who want NLP guidance and SERP analysis without breaking the bank.\n## Rankability vs Ahrefs vs NeuronWriter\n### 1\\. Rankability’s Content Optimizer\n![](http:\/\/www.rankability.com\/blog\/wp-content\/uploads\/2025\/09\/rankability-content-optimizer-68b8487c61717-1024x801.webp)\n\n![](http:\/\/www.rankability.com\/blog\/wp-content\/uploads\/2025\/09\/rankability-content-optimizer-68b8487c61717-1024x801.webp)\n\nRankability is an AI-first content optimizer built with writers in mind. It generates detailed AI briefs, scores content against real search results in real time, and includes an in-editor AI assistant to refine drafts. The goal: take you from idea to publish-ready faster, with fewer tool-switches.\n\n### 2\\. Ahrefs AI Content Helper\n![](http:\/\/www.rankability.com\/blog\/wp-content\/uploads\/2025\/09\/ahrefs-ai-content-helper-68bae6c1863af-1024x575.webp)\n\n![](http:\/\/www.rankability.com\/blog\/wp-content\/uploads\/2025\/09\/ahrefs-ai-content-helper-68bae6c1863af-1024x575.webp)\n\nAhrefs has long been known as a top SEO suite for keyword research, competitor analysis, and site audits. Recently, they’ve expanded with AI Content Helper inside their Content Kit—a grader that benchmarks your draft against top-ranking pages. It’s a natural extension for Ahrefs users, though content optimization feels like an add-on rather than the core.\n\n### 3\\. NeuronWriter\n![](http:\/\/www.rankability.com\/blog\/wp-content\/uploads\/2025\/09\/neuron-68b848a0ccc76-1024x652.webp)\n\n![](http:\/\/www.rankability.com\/blog\/wp-content\/uploads\/2025\/09\/neuron-68b848a0ccc76-1024x652.webp)\n\nNeuronWriter is a dedicated content editor that uses NLP to suggest keywords and terms from competitor analysis. It’s great for creating outlines, finding gaps, and guiding writers to include the right topics. It lacks the breadth of a suite but shines for affordability.\n\n## Key Comparisons\n| Feature \/ Factor | Rankability | Ahrefs | NeuronWriter |\n|---|---|---|---|\n| Content Depth | AI briefs, live scoring, in-editor AI assistant | AI Content Helper benchmarks drafts against top pages | NLP-driven keyword & competitor suggestions |\n| Research Strength | SERP-based briefs tailored to target query | Keyword research, Content Explorer, Site Audit, Content Gap | Competitor SERP mining and topic extraction |\n| Workflow | Brief → Optimize → AI Refine → Export | Best if team already in Ahrefs; content tools are add-ons | Simple editor; higher tiers add team features |\n| Collaboration | Built for agencies with repeatable systems | Strong for SEO teams already using Ahrefs | Team sharing on higher plans |\n| Integrations | Export to CMS, AI assistant in-editor | Full suite ecosystem with audits, tracking, research | WordPress, Shopify (on higher tiers) |\n| Suite Value | Focused content optimizer | Complete SEO platform with multiple modules | Editor-only; limited beyond optimization |\n| Pricing Positioning | Agency-level SaaS subscription | Core Ahrefs plan + add-on cost | Entry-level tiers for solo writers |\n| Best Fit For | Agencies & teams needing consistent publishing | Teams wanting an all-in-one SEO suite | Solo creators or budget-conscious teams |\n### 1\\. Content Optimization Depth\n- **Rankability**: Offers AI briefs and live scoring to keep writers aligned with what’s needed to rank.\n- **Ahrefs**: Provides post-draft grading with AI Content Helper but requires an existing Ahrefs plan.\n- **NeuronWriter**: Solid NLP-driven recommendations but not as advanced as AI-assisted optimization.\n\n> **Related:** [Best AI SEO Content Optimization Tools](https:\/\/www.rankability.com\/blog\/best-seo-content-optimization-tools\/)\n### 2\\. Research Inputs\n- **Ahrefs** dominates research with Content Explorer, Site Audit, and Content Gap tools.\n- **Rankability** builds briefs based on SERP analysis, giving writers only the essentials they need.\n- **NeuronWriter** extracts terms from top competitors and suggests them in an easy-to-follow format.\n### 3\\. Workflow & Collaboration\n- **Rankability**: Brief → Optimize → AI refine → Export to CMS, all inside one platform.\n- **Ahrefs**: Great for teams already working inside Ahrefs, but less fluid for pure writing workflows.\n- **NeuronWriter**: Simple to use; higher-tier plans add collaboration and integrations.\n### 4\\. Pricing & Value\n- **NeuronWriter**: The most affordable entry point, especially for solo writers.\n- **Ahrefs**: Requires a core subscription, with content features as an additional cost.\n- **Rankability**: Priced for agencies and businesses that want consistent, optimized publishing.\n### 5\\. Ecosystem & Integrations\n- **Ahrefs**: Complete SEO suite with everything under one roof.\n- **NeuronWriter**: Integrates with WordPress and Shopify on higher tiers.\n- **Rankability**: Designed to export easily into common CMS workflows with AI assistant built-in.\n## Decision Guide\n- **Choose Rankability if** you’re an agency or content team that needs to consistently ship optimized, publish-ready articles without juggling multiple tools.\n- **Choose Ahrefs if** you already rely on Ahrefs for SEO research and want to keep everything inside one suite.\n- **Choose NeuronWriter if** you’re a solo creator or small team that needs NLP guidance on a budget.\n## Final Thoughts\nEach tool has its place. NeuronWriter is a solid entry-level option. Ahrefs is unbeatable as an all-in-one SEO suite. But if your primary bottleneck is producing content that ranks—and doing it at scale—**[Rankability](https:\/\/www.rankability.com\/products\/content-optimizer\/) stands out as the best balance of AI, usability, and workflow efficiency.**\n\n![Rankability](https:\/\/secure.gravatar.com\/avatar\/f8dbc7f5cfc9d116fddf216ba9f16bbd466bab74b2593c3f69252463dbc0ebd8?s=96&d=mm&r=g)\n\nWritten by\n\n### Rankability\nPart of the Rankability team, which helps agencies drive predictable SEO and AI search results for their clients.\n\n[Back to Blog](https:\/\/www.rankability.com\/blog\/)\n\nShare:\n\n## Ready to Rank in AI Search?\nGet early access to Rankability's AI search monitoring tools and stay ahead of the competition.\n\n[Sign up](https:\/\/www.rankability.com\/pricing\/)\n\n[More Articles](https:\/\/www.rankability.com\/blog\/)\n\n![Rankability](https:\/\/www.rankability.com\/assets\/rankability-logo-white.png)\n\nAI SEO software that helps agencies get better search rankings and AI search visibility for their clients.\n\n#### Get Started\n- [Pricing](https:\/\/www.rankability.com\/pricing\/)\n- [Developers](https:\/\/www.rankability.com\/developers\/)\n- [FAQs](https:\/\/www.rankability.com\/faq\/)\n\n#### Solutions\n- [Why Rankability](https:\/\/www.rankability.com\/why-rankability\/)\n- [For Agencies](https:\/\/www.rankability.com\/for\/)\n- [Features](https:\/\/www.rankability.com\/features\/)\n- [Integrations](https:\/\/www.rankability.com\/integrations\/)\n\n#### Company\n- [About](https:\/\/www.rankability.com\/about\/)\n- [Blog](https:\/\/www.rankability.com\/blog)\n- [Affiliates](https:\/\/www.rankability.com\/affiliates\/)\n\n#### Support\n- [Status](https:\/\/status.rankability.com\/)\n- [Contact](https:\/\/www.rankability.com\/contact\/)\n- [Security](https:\/\/www.rankability.com\/trust\/)\n\n© 2026 Rankability Inc. All rights reserved.\n\nRankability, Inc. \\| 6 Cardinal Way, Suite 900\n\nSt. Louis, MO 63102, United States\n\n[Privacy Policy](https:\/\/www.rankability.com\/privacy\/)   [Terms of Service](https:\/\/www.rankability.com\/terms\/)   [Cookie Policy](https:\/\/www.rankability.com\/cookies\/)   [Cookie Settings](https:\/\/www.rankability.com\/cookie-settings\/)   [Your Privacy Rights](https:\/\/www.rankability.com\/privacy-requests\/)   [Accessibility](https:\/\/www.rankability.com\/accessibility\/)\n\nWe use cookies to analyze site traffic and improve your experience. You can opt out at any time. See our [Cookie Policy](https:\/\/www.rankability.com\/cookies\/) and [Privacy Policy](https:\/\/www.rankability.com\/privacy\/).\n\nGot it\n\nOpt out\n\nCustomize\n\n## Cookie Preferences\n### Essential Cookies\nAlways Active\n\nThese cookies are necessary for the website to function and cannot be disabled. They are usually set in response to actions you take, such as setting your privacy preferences or filling in forms.\n\n### Analytics Cookies\nThese cookies help us understand how visitors interact with our website by collecting and reporting information anonymously. We use Google Analytics and Microsoft Clarity.\n\nProviders: Google Analytics, Microsoft Clarity\n\n### Marketing & Tracking Cookies\nThese cookies are used to track affiliate referrals and marketing campaign performance. They help us understand which marketing efforts are most effective.\n\nProviders: Rewardful\n\nSave Preferences\n\nAccept All","attrs_readable_markdown":"When it comes to publishing content that actually ranks, keyword research and backlinks aren’t enough—you also need a reliable content optimization tool. The challenge? There are dozens of options, each with different strengths. Three popular choices right now are Rankability, NeuronWriter, and Ahrefs.\n\nIf you’re trying to figure out which one fits your workflow best, this guide breaks them down head-to-head.\n\n## TL;DR: Quick Verdict\n- **[Rankability Content Optimizer](https:\/\/www.rankability.com\/products\/content-optimizer\/)**: Best overall for agencies and writers who want AI-powered briefs, live optimization scoring, and a streamlined workflow from draft to publish.\n- **[Ahrefs AI Content Helper](https:\/\/www.rankability.com\/blog\/neuronwriter-vs-ahrefs-vs-rankability\/#ahrefs)**: Best all-in-one suite that recently added content optimization features, ideal if you already rely on Ahrefs for keyword research and auditing.\n- **[NeuronWriter](https:\/\/www.rankability.com\/blog\/neuronwriter-vs-ahrefs-vs-rankability\/#neuronwriter)**: Best budget-friendly option for solo creators and small teams who want NLP guidance and SERP analysis without breaking the bank.\n## Rankability vs Ahrefs vs NeuronWriter\n### 1\\. Rankability’s Content Optimizer\n![](http:\/\/www.rankability.com\/blog\/wp-content\/uploads\/2025\/09\/rankability-content-optimizer-68b8487c61717-1024x801.webp)\n\nRankability is an AI-first content optimizer built with writers in mind. It generates detailed AI briefs, scores content against real search results in real time, and includes an in-editor AI assistant to refine drafts. The goal: take you from idea to publish-ready faster, with fewer tool-switches.\n\n### 2\\. Ahrefs AI Content Helper\n![](http:\/\/www.rankability.com\/blog\/wp-content\/uploads\/2025\/09\/ahrefs-ai-content-helper-68bae6c1863af-1024x575.webp)\n\nAhrefs has long been known as a top SEO suite for keyword research, competitor analysis, and site audits. Recently, they’ve expanded with AI Content Helper inside their Content Kit—a grader that benchmarks your draft against top-ranking pages. It’s a natural extension for Ahrefs users, though content optimization feels like an add-on rather than the core.\n\n### 3\\. NeuronWriter\n![](http:\/\/www.rankability.com\/blog\/wp-content\/uploads\/2025\/09\/neuron-68b848a0ccc76-1024x652.webp)\n\nNeuronWriter is a dedicated content editor that uses NLP to suggest keywords and terms from competitor analysis. It’s great for creating outlines, finding gaps, and guiding writers to include the right topics. It lacks the breadth of a suite but shines for affordability.\n\n## Key Comparisons\n| Feature \/ Factor | Rankability | Ahrefs | NeuronWriter |\n|---|---|---|---|\n| Content Depth | AI briefs, live scoring, in-editor AI assistant | AI Content Helper benchmarks drafts against top pages | NLP-driven keyword & competitor suggestions |\n| Research Strength | SERP-based briefs tailored to target query | Keyword research, Content Explorer, Site Audit, Content Gap | Competitor SERP mining and topic extraction |\n| Workflow | Brief → Optimize → AI Refine → Export | Best if team already in Ahrefs; content tools are add-ons | Simple editor; higher tiers add team features |\n| Collaboration | Built for agencies with repeatable systems | Strong for SEO teams already using Ahrefs | Team sharing on higher plans |\n| Integrations | Export to CMS, AI assistant in-editor | Full suite ecosystem with audits, tracking, research | WordPress, Shopify (on higher tiers) |\n| Suite Value | Focused content optimizer | Complete SEO platform with multiple modules | Editor-only; limited beyond optimization |\n| Pricing Positioning | Agency-level SaaS subscription | Core Ahrefs plan + add-on cost | Entry-level tiers for solo writers |\n| Best Fit For | Agencies & teams needing consistent publishing | Teams wanting an all-in-one SEO suite | Solo creators or budget-conscious teams |\n### 1\\. Content Optimization Depth\n- **Rankability**: Offers AI briefs and live scoring to keep writers aligned with what’s needed to rank.\n- **Ahrefs**: Provides post-draft grading with AI Content Helper but requires an existing Ahrefs plan.\n- **NeuronWriter**: Solid NLP-driven recommendations but not as advanced as AI-assisted optimization.\n\n> **Related:** [Best AI SEO Content Optimization Tools](https:\/\/www.rankability.com\/blog\/best-seo-content-optimization-tools\/)\n### 2\\. Research Inputs\n- **Ahrefs** dominates research with Content Explorer, Site Audit, and Content Gap tools.\n- **Rankability** builds briefs based on SERP analysis, giving writers only the essentials they need.\n- **NeuronWriter** extracts terms from top competitors and suggests them in an easy-to-follow format.\n### 3\\. Workflow & Collaboration\n- **Rankability**: Brief → Optimize → AI refine → Export to CMS, all inside one platform.\n- **Ahrefs**: Great for teams already working inside Ahrefs, but less fluid for pure writing workflows.\n- **NeuronWriter**: Simple to use; higher-tier plans add collaboration and integrations.\n### 4\\. Pricing & Value\n- **NeuronWriter**: The most affordable entry point, especially for solo writers.\n- **Ahrefs**: Requires a core subscription, with content features as an additional cost.\n- **Rankability**: Priced for agencies and businesses that want consistent, optimized publishing.\n### 5\\. Ecosystem & Integrations\n- **Ahrefs**: Complete SEO suite with everything under one roof.\n- **NeuronWriter**: Integrates with WordPress and Shopify on higher tiers.\n- **Rankability**: Designed to export easily into common CMS workflows with AI assistant built-in.\n## Decision Guide\n- **Choose Rankability if** you’re an agency or content team that needs to consistently ship optimized, publish-ready articles without juggling multiple tools.\n- **Choose Ahrefs if** you already rely on Ahrefs for SEO research and want to keep everything inside one suite.\n- **Choose NeuronWriter if** you’re a solo creator or small team that needs NLP guidance on a budget.\n## Final Thoughts\nEach tool has its place. NeuronWriter is a solid entry-level option. Ahrefs is unbeatable as an all-in-one SEO suite. But if your primary bottleneck is producing content that ranks—and doing it at scale—**[Rankability](https:\/\/www.rankability.com\/products\/content-optimizer\/) stands out as the best balance of AI, usability, and workflow efficiency.**","meta_canonical":null}

3. Robots.txt Check

Query:

Response:

4. Spam/Ban Check

Query:

Response:

5. Seen Status Check

ℹ️ Skipped - page is already crawled

📄

INDEXABLE

✅

CRAWLED

2 days ago

🤖

ROBOTS ALLOWED

Page Info Filters

Filter	Status	Condition	Details
HTTP status	PASS	`download_http_code = 200`	HTTP 200
Age cutoff	PASS	`download_stamp > now() - 6 MONTH`	0.1 months ago
History drop	PASS	`isNull(history_drop_reason)`	No drop reason
Spam/ban	PASS	`fh_dont_index != 1 AND ml_spam_score = 0`	ml_spam_score=0
Canonical	PASS	`meta_canonical IS NULL OR = '' OR = src_unparsed`	Not set

Page Details

Property	Value
URL	https://www.rankability.com/blog/neuronwriter-vs-ahrefs-vs-rankability/
Last Crawled	2026-04-14 07:07:55 (2 days ago)
First Indexed	2025-09-13 15:26:51 (7 months ago)
HTTP Status Code	200
Meta Title	NeuronWriter vs Ahrefs vs Rankability: Which Is Best for SEO Content Optimization in 2026? \| Rankability Blog
Meta Description	When it comes to publishing content that actually ranks, keyword research and backlinks aren’t enough—you also need a reliable content optimization tool. The ch
Meta Canonical	null
Boilerpipe Text	When it comes to publishing content that actually ranks, keyword research and backlinks aren’t enough—you also need a reliable content optimization tool. The challenge? There are dozens of options, each with different strengths. Three popular choices right now are Rankability, NeuronWriter, and Ahrefs. If you’re trying to figure out which one fits your workflow best, this guide breaks them down head-to-head. TL;DR: Quick Verdict Rankability Content Optimizer : Best overall for agencies and writers who want AI-powered briefs, live optimization scoring, and a streamlined workflow from draft to publish. Ahrefs AI Content Helper : Best all-in-one suite that recently added content optimization features, ideal if you already rely on Ahrefs for keyword research and auditing. NeuronWriter : Best budget-friendly option for solo creators and small teams who want NLP guidance and SERP analysis without breaking the bank. Rankability vs Ahrefs vs NeuronWriter 1. Rankability’s Content Optimizer Rankability is an AI-first content optimizer built with writers in mind. It generates detailed AI briefs, scores content against real search results in real time, and includes an in-editor AI assistant to refine drafts. The goal: take you from idea to publish-ready faster, with fewer tool-switches. 2. Ahrefs AI Content Helper Ahrefs has long been known as a top SEO suite for keyword research, competitor analysis, and site audits. Recently, they’ve expanded with AI Content Helper inside their Content Kit—a grader that benchmarks your draft against top-ranking pages. It’s a natural extension for Ahrefs users, though content optimization feels like an add-on rather than the core. 3. NeuronWriter NeuronWriter is a dedicated content editor that uses NLP to suggest keywords and terms from competitor analysis. It’s great for creating outlines, finding gaps, and guiding writers to include the right topics. It lacks the breadth of a suite but shines for affordability. Key Comparisons Feature / Factor Rankability Ahrefs NeuronWriter Content Depth AI briefs, live scoring, in-editor AI assistant AI Content Helper benchmarks drafts against top pages NLP-driven keyword & competitor suggestions Research Strength SERP-based briefs tailored to target query Keyword research, Content Explorer, Site Audit, Content Gap Competitor SERP mining and topic extraction Workflow Brief → Optimize → AI Refine → Export Best if team already in Ahrefs; content tools are add-ons Simple editor; higher tiers add team features Collaboration Built for agencies with repeatable systems Strong for SEO teams already using Ahrefs Team sharing on higher plans Integrations Export to CMS, AI assistant in-editor Full suite ecosystem with audits, tracking, research WordPress, Shopify (on higher tiers) Suite Value Focused content optimizer Complete SEO platform with multiple modules Editor-only; limited beyond optimization Pricing Positioning Agency-level SaaS subscription Core Ahrefs plan + add-on cost Entry-level tiers for solo writers Best Fit For Agencies & teams needing consistent publishing Teams wanting an all-in-one SEO suite Solo creators or budget-conscious teams 1. Content Optimization Depth Rankability : Offers AI briefs and live scoring to keep writers aligned with what’s needed to rank. Ahrefs : Provides post-draft grading with AI Content Helper but requires an existing Ahrefs plan. NeuronWriter : Solid NLP-driven recommendations but not as advanced as AI-assisted optimization. Related: Best AI SEO Content Optimization Tools 2. Research Inputs Ahrefs dominates research with Content Explorer, Site Audit, and Content Gap tools. Rankability builds briefs based on SERP analysis, giving writers only the essentials they need. NeuronWriter extracts terms from top competitors and suggests them in an easy-to-follow format. 3. Workflow & Collaboration Rankability : Brief → Optimize → AI refine → Export to CMS, all inside one platform. Ahrefs : Great for teams already working inside Ahrefs, but less fluid for pure writing workflows. NeuronWriter : Simple to use; higher-tier plans add collaboration and integrations. 4. Pricing & Value NeuronWriter : The most affordable entry point, especially for solo writers. Ahrefs : Requires a core subscription, with content features as an additional cost. Rankability : Priced for agencies and businesses that want consistent, optimized publishing. 5. Ecosystem & Integrations Ahrefs : Complete SEO suite with everything under one roof. NeuronWriter : Integrates with WordPress and Shopify on higher tiers. Rankability : Designed to export easily into common CMS workflows with AI assistant built-in. Decision Guide Choose Rankability if you’re an agency or content team that needs to consistently ship optimized, publish-ready articles without juggling multiple tools. Choose Ahrefs if you already rely on Ahrefs for SEO research and want to keep everything inside one suite. Choose NeuronWriter if you’re a solo creator or small team that needs NLP guidance on a budget. Final Thoughts Each tool has its place. NeuronWriter is a solid entry-level option. Ahrefs is unbeatable as an all-in-one SEO suite. But if your primary bottleneck is producing content that ranks—and doing it at scale— Rankability stands out as the best balance of AI, usability, and workflow efficiency.
Markdown	[Skip to main content](https://www.rankability.com/blog/neuronwriter-vs-ahrefs-vs-rankability/#main-content) [![Rankability](https://www.rankability.com/assets/rankability-logo.png)](https://www.rankability.com/) Product [Advisor](https://www.rankability.com/products/advisor/) AI strategy engine connecting to live client data for weekly action plans [Researcher](https://www.rankability.com/products/researcher/) Agency-grade keyword research suite with discovery, gap analysis, and Keyword Reports [Copywriter](https://www.rankability.com/products/copywriter/) Ship client-ready SEO content that wins in Google and AI answers [Reporter](https://www.rankability.com/products/reporter/) Track search visibility across Google and up to 9 AI platforms with SPI scoring [Auditor](https://www.rankability.com/products/auditor/) Crawl client sites for technical SEO issues and audit Google Business Profiles [Promoter](https://www.rankability.com/products/promoter/) Monitor backlinks, referring domains, and anchor text for every client [Pricing](https://www.rankability.com/pricing/) [Reviews](https://www.rankability.com/reviews/) Resources [Academy](https://www.rankability.com/academy/) Master modern SEO with expert training [Blog](https://www.rankability.com/blog/) Latest insights and SEO tips [Podcast](https://www.rankability.com/podcast/) The AI Search Report podcast [Free SEO Tools](https://www.rankability.com/tools/) Complete collection of free SEO utilities [Search Ranking Factors](https://www.rankability.com/ranking-factors/) Key factors that influence search rankings [Data & Research Hub](https://www.rankability.com/data/) Live SEO data and industry research [Login](https://www.rankability.com/login/) [Sign up](https://www.rankability.com/pricing/) Product [Advisor](https://www.rankability.com/products/advisor/) [Researcher](https://www.rankability.com/products/researcher/) [Copywriter](https://www.rankability.com/products/copywriter/) [Reporter](https://www.rankability.com/products/reporter/) [Auditor](https://www.rankability.com/products/auditor/) [Promoter](https://www.rankability.com/products/promoter/) [Pricing](https://www.rankability.com/pricing/) [Reviews](https://www.rankability.com/reviews/) Resources [Academy](https://www.rankability.com/academy/) [Blog](https://www.rankability.com/blog/) [Podcast](https://www.rankability.com/podcast/) [Free SEO Tools](https://www.rankability.com/tools/) [Search Ranking Factors](https://www.rankability.com/ranking-factors/) [Data & Research Hub](https://www.rankability.com/data/) [Login](https://www.rankability.com/login/) [Sign up](https://www.rankability.com/pricing/) [Attention agenciesRankability 2 is here. Research, write, and track rankings for all your clients in one place. →](https://www.rankability.com/pricing/) Dismiss # NeuronWriter vs Ahrefs vs Rankability: Which Is Best for SEO Content Optimization in 2026? ![Rankability](https://secure.gravatar.com/avatar/f8dbc7f5cfc9d116fddf216ba9f16bbd466bab74b2593c3f69252463dbc0ebd8?s=96&d=mm&r=g) Rankability January 8, 2026 5 min read When it comes to publishing content that actually ranks, keyword research and backlinks aren’t enough—you also need a reliable content optimization tool. The challenge? There are dozens of options, each with different strengths. Three popular choices right now are Rankability, NeuronWriter, and Ahrefs. If you’re trying to figure out which one fits your workflow best, this guide breaks them down head-to-head. ## TL;DR: Quick Verdict - [Rankability Content Optimizer](https://www.rankability.com/products/content-optimizer/): Best overall for agencies and writers who want AI-powered briefs, live optimization scoring, and a streamlined workflow from draft to publish. - [Ahrefs AI Content Helper](https://www.rankability.com/blog/neuronwriter-vs-ahrefs-vs-rankability/#ahrefs): Best all-in-one suite that recently added content optimization features, ideal if you already rely on Ahrefs for keyword research and auditing. - [NeuronWriter](https://www.rankability.com/blog/neuronwriter-vs-ahrefs-vs-rankability/#neuronwriter): Best budget-friendly option for solo creators and small teams who want NLP guidance and SERP analysis without breaking the bank. ## Rankability vs Ahrefs vs NeuronWriter ### 1\. Rankability’s Content Optimizer ![](http://www.rankability.com/blog/wp-content/uploads/2025/09/rankability-content-optimizer-68b8487c61717-1024x801.webp) ![](http://www.rankability.com/blog/wp-content/uploads/2025/09/rankability-content-optimizer-68b8487c61717-1024x801.webp) Rankability is an AI-first content optimizer built with writers in mind. It generates detailed AI briefs, scores content against real search results in real time, and includes an in-editor AI assistant to refine drafts. The goal: take you from idea to publish-ready faster, with fewer tool-switches. ### 2\. Ahrefs AI Content Helper ![](http://www.rankability.com/blog/wp-content/uploads/2025/09/ahrefs-ai-content-helper-68bae6c1863af-1024x575.webp) ![](http://www.rankability.com/blog/wp-content/uploads/2025/09/ahrefs-ai-content-helper-68bae6c1863af-1024x575.webp) Ahrefs has long been known as a top SEO suite for keyword research, competitor analysis, and site audits. Recently, they’ve expanded with AI Content Helper inside their Content Kit—a grader that benchmarks your draft against top-ranking pages. It’s a natural extension for Ahrefs users, though content optimization feels like an add-on rather than the core. ### 3\. NeuronWriter ![](http://www.rankability.com/blog/wp-content/uploads/2025/09/neuron-68b848a0ccc76-1024x652.webp) ![](http://www.rankability.com/blog/wp-content/uploads/2025/09/neuron-68b848a0ccc76-1024x652.webp) NeuronWriter is a dedicated content editor that uses NLP to suggest keywords and terms from competitor analysis. It’s great for creating outlines, finding gaps, and guiding writers to include the right topics. It lacks the breadth of a suite but shines for affordability. ## Key Comparisons \| Feature / Factor \| Rankability \| Ahrefs \| NeuronWriter \| \|---\|---\|---\|---\| \| Content Depth \| AI briefs, live scoring, in-editor AI assistant \| AI Content Helper benchmarks drafts against top pages \| NLP-driven keyword & competitor suggestions \| \| Research Strength \| SERP-based briefs tailored to target query \| Keyword research, Content Explorer, Site Audit, Content Gap \| Competitor SERP mining and topic extraction \| \| Workflow \| Brief → Optimize → AI Refine → Export \| Best if team already in Ahrefs; content tools are add-ons \| Simple editor; higher tiers add team features \| \| Collaboration \| Built for agencies with repeatable systems \| Strong for SEO teams already using Ahrefs \| Team sharing on higher plans \| \| Integrations \| Export to CMS, AI assistant in-editor \| Full suite ecosystem with audits, tracking, research \| WordPress, Shopify (on higher tiers) \| \| Suite Value \| Focused content optimizer \| Complete SEO platform with multiple modules \| Editor-only; limited beyond optimization \| \| Pricing Positioning \| Agency-level SaaS subscription \| Core Ahrefs plan + add-on cost \| Entry-level tiers for solo writers \| \| Best Fit For \| Agencies & teams needing consistent publishing \| Teams wanting an all-in-one SEO suite \| Solo creators or budget-conscious teams \| ### 1\. Content Optimization Depth - Rankability: Offers AI briefs and live scoring to keep writers aligned with what’s needed to rank. - Ahrefs: Provides post-draft grading with AI Content Helper but requires an existing Ahrefs plan. - NeuronWriter: Solid NLP-driven recommendations but not as advanced as AI-assisted optimization. > Related: [Best AI SEO Content Optimization Tools](https://www.rankability.com/blog/best-seo-content-optimization-tools/) ### 2\. Research Inputs - Ahrefs dominates research with Content Explorer, Site Audit, and Content Gap tools. - Rankability builds briefs based on SERP analysis, giving writers only the essentials they need. - NeuronWriter extracts terms from top competitors and suggests them in an easy-to-follow format. ### 3\. Workflow & Collaboration - Rankability: Brief → Optimize → AI refine → Export to CMS, all inside one platform. - Ahrefs: Great for teams already working inside Ahrefs, but less fluid for pure writing workflows. - NeuronWriter: Simple to use; higher-tier plans add collaboration and integrations. ### 4\. Pricing & Value - NeuronWriter: The most affordable entry point, especially for solo writers. - Ahrefs: Requires a core subscription, with content features as an additional cost. - Rankability: Priced for agencies and businesses that want consistent, optimized publishing. ### 5\. Ecosystem & Integrations - Ahrefs: Complete SEO suite with everything under one roof. - NeuronWriter: Integrates with WordPress and Shopify on higher tiers. - Rankability: Designed to export easily into common CMS workflows with AI assistant built-in. ## Decision Guide - Choose Rankability if you’re an agency or content team that needs to consistently ship optimized, publish-ready articles without juggling multiple tools. - Choose Ahrefs if you already rely on Ahrefs for SEO research and want to keep everything inside one suite. - Choose NeuronWriter if you’re a solo creator or small team that needs NLP guidance on a budget. ## Final Thoughts Each tool has its place. NeuronWriter is a solid entry-level option. Ahrefs is unbeatable as an all-in-one SEO suite. But if your primary bottleneck is producing content that ranks—and doing it at scale—[Rankability](https://www.rankability.com/products/content-optimizer/) stands out as the best balance of AI, usability, and workflow efficiency. ![Rankability](https://secure.gravatar.com/avatar/f8dbc7f5cfc9d116fddf216ba9f16bbd466bab74b2593c3f69252463dbc0ebd8?s=96&d=mm&r=g) Written by ### Rankability Part of the Rankability team, which helps agencies drive predictable SEO and AI search results for their clients. [Back to Blog](https://www.rankability.com/blog/) Share: ## Ready to Rank in AI Search? Get early access to Rankability's AI search monitoring tools and stay ahead of the competition. 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Readable Markdown	When it comes to publishing content that actually ranks, keyword research and backlinks aren’t enough—you also need a reliable content optimization tool. The challenge? There are dozens of options, each with different strengths. Three popular choices right now are Rankability, NeuronWriter, and Ahrefs. If you’re trying to figure out which one fits your workflow best, this guide breaks them down head-to-head. ## TL;DR: Quick Verdict - [Rankability Content Optimizer](https://www.rankability.com/products/content-optimizer/): Best overall for agencies and writers who want AI-powered briefs, live optimization scoring, and a streamlined workflow from draft to publish. - [Ahrefs AI Content Helper](https://www.rankability.com/blog/neuronwriter-vs-ahrefs-vs-rankability/#ahrefs): Best all-in-one suite that recently added content optimization features, ideal if you already rely on Ahrefs for keyword research and auditing. - [NeuronWriter](https://www.rankability.com/blog/neuronwriter-vs-ahrefs-vs-rankability/#neuronwriter): Best budget-friendly option for solo creators and small teams who want NLP guidance and SERP analysis without breaking the bank. ## Rankability vs Ahrefs vs NeuronWriter ### 1\. Rankability’s Content Optimizer ![](http://www.rankability.com/blog/wp-content/uploads/2025/09/rankability-content-optimizer-68b8487c61717-1024x801.webp) Rankability is an AI-first content optimizer built with writers in mind. It generates detailed AI briefs, scores content against real search results in real time, and includes an in-editor AI assistant to refine drafts. The goal: take you from idea to publish-ready faster, with fewer tool-switches. ### 2\. Ahrefs AI Content Helper ![](http://www.rankability.com/blog/wp-content/uploads/2025/09/ahrefs-ai-content-helper-68bae6c1863af-1024x575.webp) Ahrefs has long been known as a top SEO suite for keyword research, competitor analysis, and site audits. Recently, they’ve expanded with AI Content Helper inside their Content Kit—a grader that benchmarks your draft against top-ranking pages. It’s a natural extension for Ahrefs users, though content optimization feels like an add-on rather than the core. ### 3\. NeuronWriter ![](http://www.rankability.com/blog/wp-content/uploads/2025/09/neuron-68b848a0ccc76-1024x652.webp) NeuronWriter is a dedicated content editor that uses NLP to suggest keywords and terms from competitor analysis. It’s great for creating outlines, finding gaps, and guiding writers to include the right topics. It lacks the breadth of a suite but shines for affordability. ## Key Comparisons \| Feature / Factor \| Rankability \| Ahrefs \| NeuronWriter \| \|---\|---\|---\|---\| \| Content Depth \| AI briefs, live scoring, in-editor AI assistant \| AI Content Helper benchmarks drafts against top pages \| NLP-driven keyword & competitor suggestions \| \| Research Strength \| SERP-based briefs tailored to target query \| Keyword research, Content Explorer, Site Audit, Content Gap \| Competitor SERP mining and topic extraction \| \| Workflow \| Brief → Optimize → AI Refine → Export \| Best if team already in Ahrefs; content tools are add-ons \| Simple editor; higher tiers add team features \| \| Collaboration \| Built for agencies with repeatable systems \| Strong for SEO teams already using Ahrefs \| Team sharing on higher plans \| \| Integrations \| Export to CMS, AI assistant in-editor \| Full suite ecosystem with audits, tracking, research \| WordPress, Shopify (on higher tiers) \| \| Suite Value \| Focused content optimizer \| Complete SEO platform with multiple modules \| Editor-only; limited beyond optimization \| \| Pricing Positioning \| Agency-level SaaS subscription \| Core Ahrefs plan + add-on cost \| Entry-level tiers for solo writers \| \| Best Fit For \| Agencies & teams needing consistent publishing \| Teams wanting an all-in-one SEO suite \| Solo creators or budget-conscious teams \| ### 1\. Content Optimization Depth - Rankability: Offers AI briefs and live scoring to keep writers aligned with what’s needed to rank. - Ahrefs: Provides post-draft grading with AI Content Helper but requires an existing Ahrefs plan. - NeuronWriter: Solid NLP-driven recommendations but not as advanced as AI-assisted optimization. > Related: [Best AI SEO Content Optimization Tools](https://www.rankability.com/blog/best-seo-content-optimization-tools/) ### 2\. Research Inputs - Ahrefs dominates research with Content Explorer, Site Audit, and Content Gap tools. - Rankability builds briefs based on SERP analysis, giving writers only the essentials they need. - NeuronWriter extracts terms from top competitors and suggests them in an easy-to-follow format. ### 3\. Workflow & Collaboration - Rankability: Brief → Optimize → AI refine → Export to CMS, all inside one platform. - Ahrefs: Great for teams already working inside Ahrefs, but less fluid for pure writing workflows. - NeuronWriter: Simple to use; higher-tier plans add collaboration and integrations. ### 4\. Pricing & Value - NeuronWriter: The most affordable entry point, especially for solo writers. - Ahrefs: Requires a core subscription, with content features as an additional cost. - Rankability: Priced for agencies and businesses that want consistent, optimized publishing. ### 5\. Ecosystem & Integrations - Ahrefs: Complete SEO suite with everything under one roof. - NeuronWriter: Integrates with WordPress and Shopify on higher tiers. - Rankability: Designed to export easily into common CMS workflows with AI assistant built-in. ## Decision Guide - Choose Rankability if you’re an agency or content team that needs to consistently ship optimized, publish-ready articles without juggling multiple tools. - Choose Ahrefs if you already rely on Ahrefs for SEO research and want to keep everything inside one suite. - Choose NeuronWriter if you’re a solo creator or small team that needs NLP guidance on a budget. ## Final Thoughts Each tool has its place. NeuronWriter is a solid entry-level option. Ahrefs is unbeatable as an all-in-one SEO suite. But if your primary bottleneck is producing content that ranks—and doing it at scale—[Rankability](https://www.rankability.com/products/content-optimizer/) stands out as the best balance of AI, usability, and workflow efficiency.
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