01 · Discover · GEO diagnosis

See how AI Search sees your company today.

Powered by AI Visibility

Find out when AI recommends your brand, when it leaves you out, and who is named instead.

  • 8AI engines compared
  • 24questions tracked
  • 1next action per question
flowgen Discover · lumihome.com · Cordless vacuumsDemo data
Customer question

43.8%AI Visibility+5.1 pts
#3Your rank
3 / 8Engines that skip you
Main reasonWeak comparison content
Best opportunity“Best cordless vacuum for apartments”
Recommended actionCreate a comparison pageEstimated visibility impact +12%
Create with flowgen
    01ProblemWithout a diagnosis you only know that AI skipped you, not why

    Why a brand goes missing from AI answers

    AI assembles an answer from pages it can read, sources it trusts and facts that agree with each other. When one of these is weak, a competitor gets named instead, and a rankings report will not tell you why.

    • No content that answers the question buyers actually ask
    • Pages AI cannot parse, quote or link to
    • Too few outside sources confirming who you are
    What AI needs to name a brand
    An answer to the buyer’s questionMissing
    Pages it can read and citePartial
    Facts that agree across sourcesMixed
    Outside sources that confirm the brandWeak
    02What flowgen analyzesFive things Discover checks, starting from your website
    • GEO Readiness

      How ready your website is for AI Search: structure, schema, crawl access.

    • AI Visibility

      How often AI names your brand for the questions buyers ask.

    • Citation

      Whether AI cites your pages, and which other sources it cites instead.

    • Technical GEO

      Crawlability, structured data and the files AI readers look for.

    • Competitor Gap

      The questions where a competitor is named and you are not.

    GEO audit · GEO Insight

    The website audit lives in GEO Insight

    Enter your website address on GEO Insight to get GEO Readiness and six core dimensions scored, with nine diagnostic metrics behind them. The result is the starting point for everything on this page.

    Run the GEO audit

    Six core dimensionsout of 100Demo data

    • AI Visibility42
    • Brand Authority54
    • Content Readiness61
    • Citation Readiness49
    • Technical GEO88
    • Competitive Gap34
    03Product UIEvery question: who AI names, why, and what to do next
    Question to action

    Every AI question becomes an opportunity.

    See who AI recommends, understand why, and turn the gap into your next action.

    Demo data
    flowgen Discover · lumihome.com · Cordless vacuumsWinning Competitive Missing Open opportunity

      Question → answer → visibility → competitors → sources → cause → action. A sample analysis of a fictional brand.

      04How it worksAsk, appear, understand, hand off

      From the question to your next move

      One connected view: what customers ask, whether AI names you, why you win or lose, and what to change.

      01Ask

      What are customers asking?

      The real questions buyers bring to ChatGPT, Gemini, Perplexity and Claude.

      “Which cordless vacuum is best for pet hair?”142 questions tracked
      02Appear

      Does AI mention your brand?

      For every question and every engine: named, named after a competitor, or missing.

      Named on 5 of 8 engines3 engines name a competitor only
      03Understand

      Why you win or lose

      The sources AI relies on, what it says about you, and where a fact is wrong.

      Cited from review sites, not from lumihome.comMain reason: no comparison page
      04Act

      What should you change next?

      Each lost question goes to 02 Strategy with its cause and sources attached, so the team decides what to fix first.

      Create a pet hair comparison guideEstimated impact +12%
      How flowgen reads AI answers

      Real questions, real answers, measured again and again

      flowgen analyzes observable AI responses, your website and public sources. Nothing here depends on guessing what a model “thinks”.

      01

      Real questions

      Track the questions your customers actually ask, from flowgen AI Demand and from your sales and support teams.

      02

      Real AI answers

      Analyze observable responses across major AI platforms, with the brands named and the sources cited.

      03

      Continuous measurement

      Re-check visibility on your plan’s schedule and detect gains and losses as they happen.

      04

      Every insight leads to action

      Every lost or open question leaves Discover as an opportunity for the next stage. The view ends in a next action, not a chart.

      Next stage · 02 Strategy
      05Core capabilitiesWhere you appear, who is named instead, which sources decide, and how each platform differs
      Sources

      See which sources shape AI answers.

      AI recommendations are influenced by your website, reviews, media, communities and other public sources. flowgen shows which ones matter for your questions, and which ones get you wrong.

      A source with high influence and low accuracy is where a correction starts. A source with low influence and high accuracy is where a citation is still to be earned.

      Sources · Cordless vacuumsShare of citations
      • lumihome.com61%
      • Review sites18%
      • Video reviews12%
      • Community forums8%
      AI answer “Which cordless vacuum is best for a small apartment?” 4 source types · 23 citations
      lumihome.com InfluenceHigh AccuracyHigh OpportunityKeep current
      Competition

      Know who AI recommends before you.

      Your share of AI recommendations against the competitors you care about, and the topics where each of you wins.

      You lose most often on
      • Pet hair
      • Small apartments
      • Budget vacuums
      You win most often on
      • Battery life
      • Lightweight
      • Ease of use
      See competitor gaps
      AI recommendation share · Cordless vacuums8 engines · 24 questions
      HomeMate78%+15 · stronger comparison pages
      CleanPro69%+6 · more third-party citations
      LumiHomeYou63%Rank 3 of 4 · gap 15 pts
      PureLiving51%−12 · losing budget questions
      Biggest gapHomeMate wins 9 of the 24 questions on comparison pages you don’t have yet.See the questions
      Platforms

      Your visibility is different on every AI platform.

      The same question gets a different answer on ChatGPT, Gemini, Perplexity and the rest. See where you are already strong and where the next piece of content matters most.

      Each engine included in your workspace is listed in every report.

      Visibility by platform · LumiHomeLast 30 days
      PlatformVisibilityRank
      ChatGPT58%#2
      Claude52%#2
      Perplexity41%#3
      Gemini36%#4
      Google AI Overviews31%#5
      Copilot27%#5
      Grok22%#6
      DeepSeek18%#6
      LowestGemini and Google AI Overviews cite review sites first. The next content goes there.
      Brand Knowledge · Perception

      Understand the story AI tells about your brand.

      Visibility tells you whether AI names you. Perception, inside Brand Knowledge, tells you what it says: the phrases AI attaches to your brand, the strengths it never mentions, and the claims that could hurt you.

      Explore Perception in Brand Knowledge
      What AI says · LumiHome1,577 mentions
      AI associates LumiHome with
      LightweightLong battery lifeStrong suctionGood value
      But rarely mentions
      HEPA filtrationQuiet operation3-year warranty
      Potential risk
      “Filter replacement is expensive”“Customer service is slow”
      1,577
      Mentions
      Positive68%
      Neutral24%
      Negative8%
      Next actionPublish the HEPA and warranty facts on the product pageOpen in Brand Knowledge
      06ExampleOne question, one diagnosis: why HomeMate is named for pet hair and LumiHome is not

      One buyer question, three AI platforms

      Discover asks the questions your buyers ask, then reads how each platform answers, so you can see where your brand is named and where it is missing.

      “What is the best cordless vacuum for pet hair?”

      Sample answers written for this demo. They are not captured from the platforms named.

      What the diagnosis found

      The same question, read as Discover reads it: who is named, why, and what leaves the stage.

      Illustrative example
      Question

      “What is the best cordless vacuum for pet hair?”

      One of 24 tracked questions, asked on 8 engines.

      Who is named

      HomeMate and CleanPro, on every engine

      LumiHome is missing on 7 of 8 engines. No page on lumihome.com is cited.

      Why

      No pet hair guide, and review sites rank HomeMate first

      The tangle-free brush is a real strength, but it appears nowhere AI reads.

      Hand-off

      Opportunity score 92 → 02 Strategy

      The question leaves Discover with its cause and sources attached. Strategy decides whether a comparison guide comes first.

      07MetricsWhat Discover reports

      Three numbers that describe your starting point

      Each one is a share of the 24 tracked questions or of the citations behind their answers. They are re-measured in 06 Measure after you act.

      Demo data
      0

      AI Visibility

      share of questions that name you

      Of 24 tracked questions, LumiHome is named in 10.

      • Named first3
      • Named after a competitor7
      • Engines that skip you3 / 8
      0

      Citation share

      share of citations that point to lumihome.com

      Review sites and forums are cited more often than your own pages.

      • Review sites31%
      • Community forums22%
      • Pages cited today4
      0

      Competitor Gap

      questions a competitor wins without you

      Nine questions name a competitor and not you; five name no brand at all.

      • Competitor-only questions9
      • Most named competitorHomeMate
      • Open questions5

      Demo data for a fictional brand. A change in these numbers after you act is a clue, not proof; 06 Measure reads them again.

      08FAQShort answers about the Discover stage
      What does the Discover stage include?

      A GEO audit of your website on GEO Insight, then the AI answers themselves: for each tracked question, whether AI names your brand, who it names instead, which sources it cites and how each platform differs. Every lost or open question is handed to 02 Strategy.

      What do I need to start?

      A website address. You can add competitors and priority topics to make the comparison more specific.

      Which AI platforms are covered?

      ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, Copilot, Grok and DeepSeek. The ones included in your workspace are listed in each report.

      How often is visibility checked?

      Check frequency depends on your plan and is shown in each report. A lost mention shows up as a change, not as a surprise months later.

      Where does the data come from?

      flowgen analyzes observable AI responses, website structure, public sources and the customer data you choose to connect.

      Is the data on this page real?

      No. LumiHome is a fictional brand and every number on this page is demo data. To have your own site diagnosed, run the free GEO diagnosis or contact us.

      Is your name in the answer when AI describes your industry?

      Start by checking your current GEO status.