AI visibility tracking
AI Visibility Tracking
Know how AI answers about your business change over time.
AI answers change as tools update and sources change. Tangensys tracks a set of agreed questions across AI tools and reports how your business appears, so changes are noticed and acted on.
How the work fits together
What is AI visibility tracking
- QuestionsAgreed set
- AnswersRecorded regularly
- AccuracyFacts checked
- ReportsChanges and actions
In short
What is AI visibility tracking?
AI visibility tracking regularly records how AI tools answer agreed questions, whether your business is mentioned or cited, and whether facts are accurate, then reports changes and actions.
- Contact clicksCall and WhatsApp clicks show interest, not a confirmed conversation
- Completed enquiriesA form submitted or a contact confirmed
- Qualified outcomesWhere your records or CRM allow
- Define questionsThe questions buyers ask
- Sample AI answersAcross agreed AI tools
- Record mentions and sourcesWhat each answer says and cites
- Review patternsChanges over time, not one-off answers
Who it helps
AI answers are not fixed.
An answer that mentions you today may not next month. Regular tracking shows trends and catches errors before they spread.
Brands investing in AI search
Measure whether work pays off.
Agencies
Report AI visibility to clients.
Regulated or reputation-sensitive firms
Catch inaccurate answers early.
Common problems
What happens without tracking?
Errors go unnoticed
Wrong facts repeat.
No proof of progress
Work cannot be evaluated.
Competitor changes are missed
Shifts go unseen.
One-off checks go stale
Answers change.
Starting point
Where we usually begin
We usually begin with the question set.
Agree questions and tools
And frequency.
Record a baseline
Mentions, citations, accuracy.
Report regularly
With actions.
Deliverables
What the service includes
Question set
Agreed and reviewed periodically.
Regular answer records
Across agreed tools.
Accuracy checks
Facts compared with your business.
Competitor presence
Who else appears.
Dashboard or report
Trends and changes.
Alerts and actions
When answers change significantly.
Practical detail
Define the denominator before reporting a percentage
Suppose an illustrative sample contains 20 recorded answers from one fixed question set and platform. The business is mentioned in 6 and recommended in 4. Those are sample rates, not universal AI market shares.
| Part of the work | Example output | How to review it |
|---|---|---|
| Mention rate | 6 ÷ 20 = 30% in this sample | Record the exact prompt set, date, platform and missing/error handling. |
| Recommendation rate | 4 ÷ 20 = 20% in this sample | Define what counts as a recommendation before reviewing answers. |
| Accuracy/citation | Review each relevant description and link separately | Do not combine incompatible platform samples without explaining the method. |
Illustrative method, not a client result. The agreed brief identifies the question set, source owners and work included.
Keep the sample behind the trend visible
AI visibility tracking needs a maintained question set and a clear counting rule. Decide whether a measure counts mentions, recommendations, accurate facts or citations. Those events should not be combined into one unexplained success total.
Keep the platform, market, dates and any question changes in the report. If the sample expands, show that change before comparing percentages. A dashboard can simplify review, but the raw observations must remain inspectable.
Read movements as sampled evidence, not universal market share. Answer variability and interface changes can affect the trend. Connect completed source improvements with observations cautiously rather than attributing every fluctuation to the latest edit.
Free AI visibility review
See how AI tools describe your business.
Share your website. We will check how AI search tools describe your business for a few relevant questions, note gaps and opportunities, and provide a quote.
Content improvements and other implementation work are quoted separately.
Related approaches
Strong foundations for AI search
SEO foundations
AI search draws on the same foundations as organic search: crawlable pages, clear content and accurate facts.
Explore SEO services
AI assistants and automation
Beyond search visibility, AI can answer enquiries and automate follow-up.
Explore AI servicesProcess
How the work runs
Agree the question set
Choose the questions, tools and markets that matter to your buyers.
Record a baseline
Keep dated observations and explain how results were collected.
Set up consistent checks
Record answers using the agreed questions, tools, markets and frequency.
Report changes and recommended actions
Compare results with the baseline and flag important changes.
Measurement
What tracking reports show
Trends over time
How mentions and citations change between checks.
Accuracy changes
New or corrected errors in AI answers.
Competitor presence
Who else appears for your questions.
Why can two AI visibility tools report different scores?
They may use different questions, interfaces, dates and counting rules. Compare those methods and raw answers before interpreting the summary. A score becomes meaningful only within its disclosed sample and definitions.
What evidence will the review retain?
The agreed questions, source pages, observations and completed actions are recorded. Missing or unfavourable findings are not excluded from the method.
How often do you track?
Usually monthly; we agree frequency.
Are AI answers the same for everyone?
Not always; results can vary, so we sample consistently and explain limits.
How is tracking priced?
By questions, tools and frequency; custom quote within 2 working days.
How soon will we see a trend?
After a few tracking cycles.
What do you need to get started?
Your website, main services, target customers and markets. During onboarding we agree access to your website, Search Console and analytics.
Related services and locations
Let’s work out what your website needs.
Send us your website and tell us which services you want more enquiries for. We’ll discuss the priorities and recommend the next step.
Custom quote within 2 working days