{
  "measuredOn": "2026-09-04",
  "subject": "linkeddit.com",
  "source": "Saved Linkeddit Answer Radar baseline summary, reviewed 2026-09-05",
  "questions": 15,
  "engines": 4,
  "attemptedSamples": 61,
  "successfulSamples": 60,
  "failedSamples": 1,
  "questionsWithMentionOrCitation": 6,
  "questionsAbsent": 9,
  "countUnit": "Domain citation occurrences across samples for a question; not unique engines, recommendations or share of voice",
  "limitations": [
    "Historical summary, not a fresh rerun or raw-response export.",
    "The source does not establish why 61 attempts exist for 15 questions across four engines.",
    "Raw responses, model versions, per-engine allocation, exact full prompt set and the six present-question breakdowns are not available in this summary.",
    "Counts greater than one are recorded explicitly; unnumbered domains have one occurrence according to the source convention.",
    "One category on one day; no outcome after a content change has been measured."
  ],
  "missedQuestions": [
    {
      "question": "Best competitor monitoring software for pricing changes and product launches",
      "citedDomains": "price2spy.com (3), thunderbit.com (3), visualping.io (3), shopvision.ai (2), aimultiple.com, blog.hubspot.com, competiflow.com, getapp.com, guideflow.com, pagecrawl.io, pricinghunter.com, prisync.com, qubit.capital, reddit.com, softwarereviews.com, veilleo.com, withorb.com"
    },
    {
      "question": "Best Crayon alternatives",
      "citedDomains": "g2.com (3), alpha-sense.com (2), bestofai.io, bouncewatch.com, clientcues.com, cuspera.com, guideflow.com, learn.the3doodler.com, rivalsift.com, saashero.net, salesmotion.io, slashdot.org, softwaresuggest.com, sourceforge.net, unkover.com"
    },
    {
      "question": "Best competitive intelligence tools for B2B SaaS",
      "citedDomains": "saashero.net (6), meertrack.com (3), autobound.ai (2), klue.com (2), proven-saas.com (2), agilegrowthlabs.com, alpha-sense.com, battleready.io, blog.kompense.com, contify.com, crayon.co, guideflow.com, sell.g2.com, support.similarweb.com, unkover.com"
    },
    {
      "question": "Best competitor analysis tool for product marketers",
      "citedDomains": "blog.hubspot.com (2), agencyanalytics.com, cleverx.com, competitortools.io, contify.com, figma.com, indeed.com, klue.com, kompyte.com, meltwater.com, reddit.com, similarweb.com, sproutsocial.com, talkwalker.com, thecmo.com, unkover.com, zapier.com"
    },
    {
      "question": "Best answer engine optimization (AEO) tools",
      "citedDomains": "aiclicks.io, airops.com, blog.hubspot.com, g2.com, geoptie.com, google.com, graybaymarketing.com, higoodie.com, llmpulse.ai, marketerhire.com, nicklafferty.com, nogood.io, omnibound.ai, searchable.com, tryprofound.com, yotpo.com"
    },
    {
      "question": "Best AI citation tracking tools",
      "citedDomains": "crowdreply.io (2), scite.ai (2), airops.com, citationmap.com, getairefs.com, help.openalex.org, mendeley.com, paperguide.ai, siftly.ai, slatehq.com, stackmatix.com, withgauge.com, wrodium.com, youtube.com"
    },
    {
      "question": "Which tools show which sources AI assistants cite for my category",
      "citedDomains": "airops.com, frase.io, github.com, limy.ai, otterly.ai, siftly.ai, similarweb.com, useomnia.com, xseek.io, ziptie.dev"
    },
    {
      "question": "Which tools track how often ChatGPT mentions my brand",
      "citedDomains": "dageno.ai (3), ahrefs.com, answersocrates.com, atomicagi.com, beamtrace.com, brandmentions.link, gracker.ai, interactgen.ai, keyword.com, llmpulse.ai, llmrefs.com, maxaeo.ai, otterly.ai, reddit.com, seranking.com, siftly.ai, therankmasters.com, trysight.ai, useomnia.com, vectoron.ai, workduo.ai"
    },
    {
      "question": "How do I monitor my brand's visibility in AI search results",
      "citedDomains": "aiclicks.io, contentpen.ai, geoptie.com, mangools.com, mindstudio.ai, position.digital, primacy.com, reddit.com, searchengineland.com, semrush.com, squirrelscan.com, technologyadvice.com, tryprofound.com"
    }
  ]
}