2027 CONCEPT
Where do you compete?
Observe the actual result

Your visibility journal.

Run a consistent set of questions in the actual AI products. Record evidence here and keep mentions, citations and recommendations separate.

Manual research notebook: this journal does not query AI products or scan your website. These are your observations, stored only in this browser. Keep a copy of the answer or screenshot as evidence.

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Recorded answersYour observation sample
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Named in the answerWithin your sample only
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Own site citedWithin your sample only
A starter question set for your business

Which providers offer residential heat-pump repair and replacement for homeowners in Austin and nearby communities? Explain the selection criteria and cite sources.

Compare options for residential heat-pump repair and replacement in Austin and nearby communities for a customer with [budget, timing and requirements]. What are the tradeoffs?

What should I expect to pay for residential heat-pump repair and replacement in Austin and nearby communities? Explain the cost drivers and cite current sources.

Does Northline Heating serve Austin and nearby communities and offer residential heat-pump repair and replacement? Check current public sources and identify uncertainty.

Who is a good fit for residential heat-pump repair and replacement in Austin and nearby communities when [specific constraint]? Explain why and cite evidence.

Keep the market, language, question wording and search mode comparable. Record product/model and date. Repeat a subset to understand variability.

Add an observation

Recorded observations

No observations yet.
Run a question in the actual product, then record the result here.

Pair observation with business evidence. Review the available Search Console AI impression reports, analytics referrals and qualified inquiries. A citation without a click can matter, but this notebook cannot quantify all no-click influence.