Based on what buyers actually ask
Auto-generated tagsFeatureAI-powered
AI search analytics
AI search analytics with the evidence one click away
Most AI search analytics stop at the chart. WriteWorks keeps the stored engine answers behind every point, so you can click a number and read the answers that made it, with the brands named, the citations and the searches the engine ran. Mark the launches and campaigns that matter as milestones, and when a line moves, Diagnose works out whether the change is real and what drove it.
7-day trial · Cancel anytime
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 platform
See WriteWorks in Action
This is the working product, not a mockup: the same visibility scores, briefs and published content your team would be looking at. Start a free trial and point it at your own domain, or take the tour of what sits behind the screen.
Home
Ask AI
Opportunities128
Research
Create
Measure
AI visibility
AI discoverabilityNew
AI crawlers
Reports
Context
Support
Settings
Sign out
SCSam Cartersam@example.com
WRITEWORKS
Measure/AI visibility
Search brands, prompts, competitors…⌘K
New1.2M (62%) leftAsk AI
The challenge
Why AI visibility charts get questioned
A number without its answers is hard to defend.
A chart you can't open
Visibility fell 6 points. Which answers changed? On which engine? A dashboard that can't show the answers behind a number leaves you defending it on trust.
Noise mistaken for news
AI answers vary from day to day. Without a check against normal swings, a one-off dip triggers a week of work.
No record of what happened when
A product launch, a site migration, a new batch of prompts. Without those events on the chart, nobody can line them up with the change.
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 the AI search analytics work
Evidence, X-ray, milestones and diagnosis, on the charts you already use.
Click a point or a range on the visibility, sentiment, citation history or competitor charts and choose See the evidence. You get the stored engine answers behind that number, with citations grouped by domain, by page or one by one.
Open any answer to see it in full: the brands named in order, with yours and your tracked competitors marked; every citation; the searches the engine ran, marked predicted where the engine doesn't report them; the persona, whether web search was on, and exactly how the prompt was sent.
Add a milestone for a launch, content, PR, website change or campaign. WriteWorks also detects some automatically, such as content published, prompts or competitors added, or an engine starting or stopping answering, and shows the visibility change in the 7 days after each one.
Diagnose runs a fixed set of checks on the stored answers: against the baseline, against normal swings, whether it held, broken down by engine, topic, region and prompt, the sample, competitors, milestones and measurement changes. AI only writes up the findings, from those facts alone.
Success story
What real brands fixed with WriteWorks
What each brand fixed, measured before and after with the same audit, in their own words.
“Nobody had spotted that our market homepages carried no structured data at all. Now 100% of them tell AI exactly who GraftPal is, and every FAQ page in the audit carries a modified date.”
GP
Capabilities
AI visibility analytics, opened up
Every way to get from a chart to the cause.
See the evidence
The answers behind any chart point or range.
Citations by domain or page
Every source behind a number, grouped the way you need.
Answer X-ray
Brands named, citations, searches run and how it was collected.
Milestones
Manual and automatic events, with before-and-after visibility.
Diagnose
A verdict, a confidence level, the likely cause and next steps.
Copy link and Replicate
Share an answer, or re-run the same prompt.
Time savings
What changes
Explanations instead of screenshots.
TaskBeforeWith WriteWorksTime saved
Explain a drop to leadershipScreenshot the chart and guessDiagnose verdict with the driversThe guesswork
Check what an engine actually saidRe-ask the engine and hope it matchesThe stored answer, in fullRepeatability
Prove a launch moved visibilityTwo dates in a spreadsheetMilestone with the 7-day changeThe analysis
Included
What's included
The evidence suite inside AI visibility.
See the evidence from visibility, sentiment, citation history and competitor charts
Stored engine answers behind any point or range
Citations grouped by domain, by page or individually
Answer X-ray: brands named, citations, searches run, persona, web search, collection method
Milestones: Launch, Content, PR and media, Website, Campaign, Product and more
Automatically detected milestones, with the option to hide them
Visibility change in the 7 days after each milestone
Diagnose verdicts: Real change, One-off spike, Within normal range, Sample changed, Measurement changed
Diagnose on visibility or average position
Diagnose uses AI tokens from your plan; evidence and milestones don't
Built for
Who uses it
Anyone who has to explain the number.
SEO and AEO leads
AI visibility analytics you can drill into, down to the answer.
Marketing leaders
A clear answer to why the number moved, with a confidence level.
Agencies
Evidence to back every client report.
Featured story
GoTeachingJobs
“Honestly, the jobs board looked fine in a browser, so we never questioned it. The audit showed that only 5% of our job pages gave crawlers real content. We moved the listings into the server HTML, and the re-audit came back at 100%. The typical job page now carries 73% of its content before any JavaScript runs, and we're working through the rest.”
GoTeachingJobs team
Read the full story5% → 100%
Job pages AI crawlers can read
18% → 100%
Median share of page content in the HTML crawlers get
45% → 99%
Pages passing the answer-first check
FAQ
Frequently asked questions
Everything teams typically ask before getting started.
What is AI search analytics?+
AI search analytics is the measurement of how AI engines answer the questions your buyers ask: whether your brand appears, how it ranks, what is cited and how that changes over time. WriteWorks adds the evidence layer: every number links back to the stored answers that produced it.
What does See the evidence show?+
The stored engine answers behind a chart point or range, as a list of answers or as citations grouped by domain, by page or one by one. Select an answer to open it in Answer X-ray.
What is Answer X-ray?+
A full view of one stored answer: the response, the brands named in order (with your brand and tracked competitors marked), every citation, the searches the engine ran, and how the answer was collected, including the persona, whether web search was on and exactly what was sent to the engine.
How do milestones work?+
Add a milestone for anything that might move visibility, such as a launch, a content push, a PR hit or a site change. Some are detected automatically, like content published or an engine starting to answer. Each milestone shows the visibility change in the 7 days after it, or says when there isn't enough data to tell.
How does Diagnose decide whether a change is real?+
It compares the period with the one before, checks the change against normal daily swings with a significance test, checks whether it held, breaks it down by engine, topic, region and prompt, and looks at the sample, competitors, milestones and measurement changes. The verdict is one of Real change, One-off spike, Within normal range, Sample changed, Measurement changed or Not enough data, with a confidence level.
Is this the same as AI citation tracking?+
Citation tracking is one of the charts this works on. For tracking which URLs each engine cites per prompt, see AI citation tracking; this page is about opening any chart, citation charts included, to see and explain what is behind it.
Diagnose
Six verdicts, so you know what to do next
Real change
The move is outside normal swings and it held. Follow the drivers.
One-off spike
It happened, then faded. Usually not worth a sprint.
Within normal range
Inside the usual day-to-day variation of AI answers.
Sample changed
Prompts or engines present on only one side explain the difference.
Measurement changed
How answers were measured changed, not what engines said.
Not enough data
Too few answers to call it either way yet.
Explore more
Keep exploring
Related solutions, adjacent use cases, and platform features.
Click the number. Read the answers.
AI search analytics with evidence, milestones and a diagnosis for every change.