Questions, observed answers, source evidence, prioritized action, tracked change
Bluemoon reads what the answer engines say when your buyers ask, keeps the evidence, and turns it into work your team can do this week. Nothing on this page is estimated.
The loop, every day
Five stages. Each one keeps the link to the previous one, so any number can be traced back to the answers behind it.
Questions your buyers ask
Topics, personas and brand-free questions generated from your site, in the buyer's words, per market. Edit any of them, add your own, retire the ones that stop mattering.
Observed answers
Each question goes to ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and AI Mode with real geo-targeting. Every answer is stored in full with the sources it cited and the time it was collected.
Source evidence
Brand mentions are detected with a role: recommended, listed, mentioned, caveated, absent. Cited domains and URLs are ranked by how often each engine relies on them.
Prioritized action
Gaps become briefs: a page to publish, a placement to pitch, a listing to correct. Each brief names the questions, engines and sources it comes from and the intent weight behind it.
Tracked change
Visibility, recommendation rate and citations over time, per market and per engine, with the answer count next to every rate. Connect traffic and conversion data where it exists.
One answer, read the way Bluemoon reads it
The same buyer question put to four engines: the full answer, the brands and their roles, the sources it quoted or only consulted.
What's the best waterproof hardshell jacket for alpine climbing?
For alpine climbing, the most recommended hardshells are the Alpsteel Ridgeline AR for durability, the Northlark Solano as a value pick, and the Ridgewell Cirrus Pro as a lighter option. Reviewers at GearBench rate the Ridgeline AR highest for sustained bad weather.
Illustrative example · fictional answers. “Quoted” and “consulted” are reported by the engines that expose them; the others show only what they quoted.
From the answer to the action
The question, the observed answer, the brands and their roles, the sources, the gap and the action.
What's the best waterproof hardshell jacket for alpine climbing?
For alpine climbing, the most recommended hardshells are the Alpsteel Ridgeline AR for durability, the Northlark Solano as a value pick, and the Ridgewell Cirrus Pro as a lighter option. Reviewers at GearBench and TrailNotes rate the Ridgeline AR highest for sustained bad weather, while the Cirrus Pro is praised for mobility on technical routes.
Brands in this answer
- AAlpsteel Recommended
- NNorthlark Listed
- RRidgewell YouMentioned
- VVantera Not named
The gap, across 6 engines
- Alpsteel recommended5 of 6
- Ridgewell named3 of 6
- Ridgewell recommended0 of 6
Proposed action
Get the Cirrus Pro into GearBench’s alpine hardshell review.
That page is cited by 3 of 6 engines for this question and for 14 other questions you track.
The Overview
Visibility score, citations over time, competitors as the engines see them, the domains they trust, and every answer behind the numbers.
Illustration, not a screen: your share of answers, how it moves, who is cited beside you, and the sources behind it.
Module by module
What each module answers, drawn. Pick one, or let it walk you through.
Visibility
The share of answers that name you, per engine and market, with the count next to every rate.
Illustrations, not screens. The product itself we show you in a demo.
Seven answer surfaces, collected from inside each market
The same question answered in Zurich, Berlin and Austin is three measurements, not one. Answers are collected from within each country you sell in.
ChatGPT
Collected daily from the OpenAI answer surface with real geo-targeting.
Claude
Collected through Anthropic's API with your own key, on every plan.
Gemini
Collected daily from the Google answer surface with real geo-targeting.
Perplexity
Collected daily from the Perplexity AI answer surface with real geo-targeting.
Google AI Overviews
Collected from Google Search with real geo-targeting, when the surface appears for the question.
Google AI Mode
Collected from Google Search with real geo-targeting, when the surface appears for the question.
Microsoft Copilot
Collected daily from the Microsoft answer surface with real geo-targeting.
What hangs off the loop
Competitors, as the engines see them
The brands you chose and the ones the engines keep naming that you did not. New competitors are suggested from the answers themselves.
Intent segments
Every question weighted by how close it sits to a purchase. The weight is an estimate and is labelled as one.
Sources and how to reach them
Every cited domain ranked by frequency, with whether you can run ads there, pitch a placement, or have to earn it.
Sentiment by aspect
Price, support, quality, ease of use, reliability: how the engines talk about each, for you and for every competitor.
Alerts that name the change
An engine that stopped naming you, a competitor named for the first time, a fall in recommendation rate.
Every market you sell in
Per-market visibility, with answers collected from inside each country rather than guessed from one.
Agentic Web
Serve verified AI agents a clean, approved version of your pages. Never to search engines, never anything your source does not say.
Learn moreA weekly report your CMO will read
Visibility, who the engines name, what they cite and what to do next, as a PDF every Monday with the period and answer count printed on it.
Every finding keeps its provenance
Question, engine, market, collection time, the stored answer and its sources. Observed rates carry their counts; anything derived is labelled as an estimate with its inputs listed.
Ridgewell is named in 3 of 6 engines for alpine hardshell questions and recommended in 0.
Observed over 12 questions · 144 answers · Aug 10–Sep 7, 2026- Question
- best hardshell jacket for alpine climbing
- Engine
- ChatGPT, web, not personalised
- Market
- United States, collected from inside the market
- Collected
- Sep 8, 2026, 06:12 UTC
- Answer
- #a7f3-2026-09-08-us-chatgpt · stored in full
- Sources in answer
- gearbench.example · trailnotes.example · alpstore.example
Explore it on your own questions
Seven days free. Choose your market, keep or edit the generated questions, and read the first answers within the hour.