Based on what buyers actually ask
Auto-generated tagsFeatureAI-powered
Content score for live pages
A content score for the pages you have already published
Drafts get scored in the editor. Your live site needs scoring too. WriteWorks lists every URL from your sitemap with AI crawler and citation data, and scores any published page from 0 to 100 on how ready it is to be cited by AI assistants, reading it the way a crawler does.
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Google Search Console
Google Analytics 4
Google Ads
Ahrefs
Semrush
DataForSEO
Firecrawl
Tavily
Exa
Parallel
G2
WordPress
Webflow
Contentful
Sanity
Payload
BaseHub
Framer
Notion
Gamma
v0
Slack
Linear
Atlassian
Monday.com
Granola
Klaviyo
Customer.io
OpenAI Ads
Claude and MCP clients The challenge
Why live pages drift out of shape
Scored once, then forgotten, and sometimes unreadable to crawlers.
Published pages never get re-scored
Content is checked once before it goes live, then left. Months later nobody knows which live pages are still fit to be cited.
Crawlers may not see what visitors see
AI crawlers largely read raw HTML. A page that renders in the browser through JavaScript can look almost empty to them, and nothing in a normal analytics tool tells you.
Page data is scattered
Crawler hits, AI citations, tags and indexing requests live in different places, so reviewing one URL properly means four tabs.
Coverage is uneven across engines
Winning the answer on one assistant says nothing about the other nine your buyers actually ask.
The solution
How the page content score works
Fetch as a bot, score, check rendering, keep the page data together.
Pick a page from your sitemap and WriteWorks fetches it as a bot would, then scores it from 0 to 100 on clear answers, structure, factual specificity, entity clarity and self-contained passages, with up to five strengths and five improvements.
See how much readable content a crawler gets from the raw HTML, counts of headings, paragraphs and lists, whether the page looks client-side rendered, and what is missing, such as an H1 or a main content landmark.
The sitemap view shows AI crawler hits per page by type, AI citations of each page, period comparison, tags and categories, CSV export and a one-click IndexNow request.
Customer story
How teams are winning AI search
From invisibility to category dominance across every major answer engine.
“WriteWorks showed us exactly which competitors AI was recommending instead of us, and the sentiment behind every mention. We closed the gap across every major engine.”
RN
Capabilities
Page content score capabilities
Everything needed to audit published pages for AI search.
0-100 content score
How citable and answerable a live page is for AI assistants.
Strengths and improvements
Up to five of each, specific to the page.
Render check
Bot-readable content, structure counts and client-side rendering warnings.
Crawler hits per URL
AI citation, indexing and training crawler visits, compared with the previous period.
Tags, categories and CSV
Group pages, filter them and export the table.
IndexNow requests
Ask for a page to be re-indexed after you update it.
Time savings
What changes when live pages are scored
From guesswork to a score and a list of fixes.
TaskBeforeWith WriteWorksTime saved
Check if a live page is citableRead it and guessA 0-100 score with improvementsPer page
Find pages crawlers cannot readView source on each URLRender check on demandHours of spot checks
Review one URL properlyFour tools, four tabsOne row with crawler, citation and score dataContext switching
Included
What's included
Every page content score capability.
0-100 AI search content score for any published URL
Strengths and improvements per page
Render check against the raw HTML crawlers read
AI crawler hits and AI citations per URL
Period comparison, tags, categories and CSV export
One-click IndexNow re-index request
Built for
Built for teams that own the live site
Specialists, technical SEOs and content managers.
SEO and AEO specialists
Audit published pages for AI readiness, not just drafts.
Technical SEOs
Spot pages that render client-side and look empty to crawlers.
Content managers
Know which live pages to refresh first.
Featured story
GoTeachingJobs
“We retired three legacy tools and rebuilt our launch motion around WriteWorks. We can finally see our share of voice on the engines our buyers ask, and prove the lift on every run.”
Read the full story10+
AI platforms measured
Share of voice
Tracked vs competitors
Proven
Lift on every run
FAQ
Frequently asked questions
Everything teams typically ask before getting started.
What is a content score?+
A content score rates how well a page is likely to perform for a goal. The WriteWorks page content score rates published pages from 0 to 100 on how well they are optimised to be cited and used by AI assistants.
How is this different from the optimisation lenses in the editor?+
The optimisation lenses score drafts as you write them in the WriteWorks editor. The page content score scores pages that are already live on your site, fetched from your sitemap, so you can audit what is published as well as what is being written.
Is this a content optimization tool?+
It is the measurement side for live pages: it scores them and lists specific improvements. To make the changes, open the page in the WriteWorks editor, where the optimisation lenses score the rewrite as you work.
Why fetch the page as a bot?+
AI crawlers largely read the raw HTML a server returns, before JavaScript runs. Scoring that version shows what the engines can actually read, which can differ sharply from what a visitor sees.
Which plans include it?+
Page-level crawler analytics, the render check and the content score are available on Growth and Enterprise plans.
Explore more
Keep exploring
Related solutions, adjacent use cases, and platform features.
Score the pages that are already live
WriteWorks scores every published page in your sitemap for AI search readiness and shows what crawlers can actually read.