Know what buyers are asking AI
Analyze the questions buyers ask AI about your category and understand the intent behind each one.
See Prompt Demand
Multiply what your marketing team can accomplish with a GEO system trained on what buyers ask AI, what answer engines cite, and the brand facts only your team has.
SourcesSpec sheet v7Product manualCustomer FAQfrom Brand Intelligence
| Channel | Content | Status |
|---|---|---|
| Website | Full guide, FAQ schema · lumihome.com/guides/pet-hair | Published |
| Blog | Cordless vs robot: which is better for pet hair? | Published |
| Naver Blog | Korean guide · 7 tips for pet hair | ScheduledPublished |
| 3 things to check before buying for pet hair | Awaiting approvalApproved · Published | |
| 5 pet hair cleaning mistakes | Draft | |
| X | Thread, 5 posts | Awaiting approval |
| Newsletter | Section in the October issue | Draft |
| PR | LumiHome launches a pet hair buying guide | Draft |
| ChatGPT | 471 | +56 |
| Perplexity | 212 | +41 |
| Gemini | 156 | +22 |
| Copilot | 88 | +9 |
| Claude | 33 | +4 |
LumiClean Pro runs for 30 minutes on one charge.
ChatGPT · PerplexityLumiClean Pro runs for up to 60 minutes on one charge.
Product manual · Spec sheet v7Fix queued: product page update in Content Agent





The way customers search has changed. Now they ask AI. Is AI recommending your brand to them?
It identifies the work worth doing, drafts it, and pings you for approval.
Every AI Search signal and a living synthesis of your brand’s facts.
Analyze the questions buyers ask AI about your category and understand the intent behind each one.
See Prompt DemandVisibility score by platform
Uncover how answer engines describe your category, who they name, and which sources they cite.
See GEO InsightProduct specifications, pricing and certifications, kept current as the single source of truth.
Customer cases, FAQs and brand terminology that every draft should use.
The story AI tells about the brand today, checked claim by claim against approved facts.
When your positioning shifts, so does every stage. Brand Intelligence keeps the facts AI should trust.
See Brand IntelligenceAI visibility on 24 tracked questions, four weeks after one cycle of content and distribution
Questions where the brand is now named after the lost answers were traced to missing pages and fixed
View the methodCitations of the brand’s own pages after eight channel versions of one guide were published
View the methodA pilot measures your tracked questions before and after one loop, with untouched questions as the comparison. You keep the report whatever it says.
Ask about a pilotThe GEO platform analyzes the results of every action and uses the accumulated data to improve the next strategy and execution. Analysis, execution and measurement become one connected process.
Bot visits
Understand how bots view, cite and refer to your pages.
See AnalyticsBrand attributes
Understand how your AI visibility compares to companies in your category.
See peer comparisonOpportunity reportCordless Vacuums
Sample dataCatch where AI is repeating outdated or wrong information about your brand.
See AccuracyYour facts contradict 12 claims
Fix them on the pages AI reads, not in the answer itself
Understand the narrative AI tells about you and the sources driving it.
See PerceptionSee which domains are cited in your category, and earn the mentions you are missing.
See AuthorityA GEO platform that supports your governance. Nothing is published without an approver, and every change is logged.
Explore securityCMS, analytics, CRM, collaboration, social and automation. Without an integration, flowgen still works.
Browse integrationsStay at the frontier of GEO and AI Search with notes on what answer engines cite, when they crawl and how buyers ask.
The AI mention effect
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Hyungmook Kim · 16 Jul, 2026The Parrot Problem: Why AI Search has a second dimension marketers can’t ignore
Hyungmook Kim · 25 Jun, 2026The state of AI Search in travel
Taegyu Kim · 9 Jul, 2026Christmas in July: How retailers win the AI shelf
Bora Jung · 9 Jul, 2026What ChatGPT actually looks for and how to get your products cited higher in AI Shopping
Bora Jung · 24 Jun, 2026Reach the buyers who use AI to discover products and brands.