Based on what buyers actually ask
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Crawl-to-citation signals
From AI crawl to AI citation: the pages in between
AI citations start with a crawl. When an engine's bots keep fetching a page, that page is in play. WriteWorks bot signals watch for pages crawled heavily in the last 7 days that are not cited yet, and flag which engine is likely to cite them next, so you know where a content push will count.
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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 crawl data rarely becomes citations
The two datasets live apart, and citations lag the crawl.
Crawl data and citation data never meet
Crawler logs say a bot read a page. Citation tracking says an engine named you. Without joining the two, you cannot see the pages that are read but not used.
Content effort is spread evenly
Teams refresh pages on a schedule or by gut feel, not by which pages AI engines are actively looking at right now.
Citations arrive late
By the time a citation shows up in your tracking, the crawl that led to it happened days or weeks earlier. Looking only at citations means always reacting.
Mentions never reach the pipeline
Brand mentions inside AI answers rarely surface in analytics, so the work can't be tied back to revenue.
The solution
How crawl-to-citation signals work
Recent crawls, minus recent citations, by engine.
WriteWorks compares each page's AI bot hits this week with the week before, and lists the pages with heavy recent crawling that have no citation from that engine in the last 28 days.
For each page on the list, WriteWorks shows the engines whose crawlers read it recently but have not cited it, so you know whether ChatGPT, Claude, Perplexity or another engine is the likely next citation.
Open the page, strengthen the content that answers the prompts you track, and request re-indexing through IndexNow. Then watch the citation tracking for the result.
Customer story
How teams are winning AI search
From invisibility to category dominance across every major answer engine.
“We retired three legacy tools and rebuilt our motion around WriteWorks. We can finally see our share of voice on the engines our buyers ask, and prove the lift on every run.”
JK
Capabilities
Bot signal capabilities
Everything on the watch list.
Crawl velocity
This week's AI bot hits against last week's, per page.
Per-engine hit breakdown
Which engines' crawlers drove the recent activity.
Already-cited engines
Engines that cited the page in the last 28 days.
Predicted engines
Engines crawling the page that have not cited it yet.
Citation tracking alongside
The same engines tracked for your prompts.
Time savings
What changes
Content work aimed at pages AI is already reading.
TaskBeforeWith WriteWorksTime saved
Pick which pages to improve nextGut feel or calendarCrawled-but-not-cited listBetter targeting
Join crawl logs with citationsManual spreadsheet matchAutomatic watch listHours
Included
What's included
Bot signals inside AI crawler intelligence.
Pages heavily crawled in the last 7 days
Week-on-week crawl velocity
Per-engine crawl breakdown
Engines that already cite each page
Predicted next engine to cite
Linked to WriteWorks citation tracking
Built for
Who uses it
Teams who want the citation, not just the crawl.
Content teams
Spend refresh effort on pages AI engines are already reading.
AEO specialists
A leading indicator that arrives before the citation does.
Growth leaders
Evidence for where content investment will move AI visibility.
Featured story
Keepa
“We closed the share-of-voice gap across every major engine. Our content team now ships citation-ready by default, and we have the proof to show it.”
Read the full story10+ AI platforms
One closed loop
Citation gap
Diagnosed and closed
Precision
Not just presence
FAQ
Frequently asked questions
Everything teams typically ask before getting started.
What are AI citations?+
An AI citation is when an AI answer engine, such as ChatGPT, Claude, Perplexity or Gemini, links to or names your page as a source in its answer. Citations are how AI search sends both credibility and traffic.
How does crawling relate to AI citations?+
An engine can only cite a page it has read. Crawler activity is therefore a leading indicator: pages AI bots fetch repeatedly are candidates for citation, and pages they never fetch are not.
How does WriteWorks predict the next engine to cite a page?+
It maps recent crawler hits to the engine behind each bot, then removes engines that have already cited the page in the last 28 days. The engines left are those reading the page without citing it yet.
Which engines are covered by crawl-to-citation signals?+
Crawls from OpenAI, Anthropic, Perplexity, Google, Meta and Microsoft bots map to ChatGPT, Claude, Perplexity, Gemini, Meta AI and Copilot. Crawls from other platforms still count towards a page's crawl velocity.
Which plans include bot signals?+
Bot signals are part of AI crawler analytics, on the Growth and Enterprise plans and on agency plans, not Starter.
Explore more
Keep exploring
Related solutions, adjacent use cases, and platform features.
Find the pages one step from a citation
Pages AI bots are reading this week, not yet cited, with the engine most likely to cite them next.