aeo-platformv1.3.2
Run
2026-06-14
vs
Queries
13
gptgemcla

Webappski

webappski.com
Unified Visibility Index
35 / 100 Building
How is this calculated?

Rank (20% weight) not measured this run — its weight is redistributed proportionally across the other components (Presence 35% → 43.75%, Sentiment 25% → 31.25%, Citation 20% → 25%).

ComponentValueWeight appliedContribution
Presence
share of cells where brand was mentioned
5
39/39 cells
43.75%
re-normalised from 35%
2.19
Sentiment
avg tone (50 = neutral)
100
n=2 high-confidence cells (of 39)
31.25%
re-normalised from 25%
31.25
Rank
avg position strength when listed
not measured this run
20%
redistributed
Citation
share of cells with brand domain in citations
5
39/39 cells
25%
re-normalised from 20%
1.25

Sum of contributions = 27.75 · weights applied = 80% · 27.75 / 0.80 = 35 UVI.

Formula: UVI = Σ(value × applied_weight) / Σ(applied_weight), where applied weights are re-normalised over the measured components only.

Named in 2 of 39 answers. Closing the gap: Delante was named 8× more than you across the same queries. Your domain was always cited alongside the brand name — no «citation without naming» lift cases this run.

▪ Baseline
Take action Copy prompt · paste in any AI · get 30-mission plan
Tool output · main deliverable

Your AEO action prompt — paste into ChatGPT, Gemini & Claude for a 30-mission plan.

Your brand context (queries, mentions, competitors, gaps — all signals this run found) is packaged below as a JSON prompt. Grab it and paste into any AI engine. You'll get a personalised 30-mission AEO plan (≈1–3 hours per mission, work at your pace): missions with target subreddits, outreach drafts, listicles to pitch (answer-engine optimisation — what SEO is becoming as people search inside AI). The only open-source AEO tracker that does this — free alternative to Otterly, Profound, and Peec, no signup, no vendor lock-in.

Or skip the DIY step — we'll hand-build the plan for you. Or skip the work: a hand-built plan is coming. Join the waitlist — first 10 get the first plan free.

YOUR DATA ~12 KB JSON DIY · YOUR AI one-shot · no review CURATED · WE REVIEW audit cross-check draft FREE DIY plan ~60 sec · in your AI chat PRE-RELEASE Webappski plan $29 per plan · 30 missions
copies the JSON + AI prompt to your clipboard

👁 Review the JSON below carefully before sharing — this is your data. We don't store it; what gets sent to your AI (or our team) is on you.

~36 KB · no PII · no API keys · no message content
{
  "schemaVersion": "1.1",
  "generatedAt": "2026-06-15T09:43:45.426Z",
  "tracker": {
    "version": "1.3.2",
    "runDate": "2026-06-14"
  },
  "identity": {
    "brand": "Webappski",
    "domain": "webappski.com",
    "lang": "en"
  },
  "aggregates": {
    "score": 5,
    "mentions": 2,
    "total": 39,
    "totalQueries": 13,
    "providerCount": 3,
    "regions": []
  },
  "scores": {
    "uvi": 5,
    "presence": 5,
    "sentiment": 100,
    "rank": null,
    "citation": 5,
    "sample": 39,
    "sentimentSample": 2,
    "rankSample": 0
  },
  "perEngine": [
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      "label": "ChatGPT",
      "model": "gpt-5-search-api",
      "hits": 0,
      "total": 13,
      "pct": 0,
      "presence": 0,
      "sentiment": null,
      "rank": null,
      "citation": 0
    },
    {
      "provider": "gemini",
      "label": "Gemini",
      "model": "gemini-3.5-flash",
      "hits": 1,
      "total": 13,
      "pct": 8,
      "presence": 8,
      "sentiment": 100,
      "rank": null,
      "citation": 8
    },
    {
      "provider": "anthropic",
      "label": "Claude",
      "model": "claude-sonnet-4-6",
      "hits": 1,
      "total": 13,
      "pct": 8,
      "presence": 8,
      "sentiment": 100,
      "rank": null,
      "citation": 8
    }
  ],
  "perCell": [
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      "competitors": [],
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    },
    {
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      ],
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    },
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        "Goodie AI",
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        "AthenaHQ",
        "Peec AI"
      ],
      "responseQuality": "rich",
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    },
    {
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      "competitors": [
        "First Page Sage",
        "Omnius",
        "NoGood",
        "NP Digital",
        "Kalicube",
        "Siege Media",
        "WebFX",
        "Minuttia",
        "Broworks",
        "Concurate"
      ],
      "responseQuality": "rich",
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    },
    {
      "queryId": "Q4",
      "provider": "gemini",
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      "competitors": [
        "Agencja Whites",
        "Agencja Wrocławska",
        "Taka Oto",
        "Organic Hackers",
        "Delante",
        "Ad Awards",
        "SAMOSEO",
        "Epic Slope Partners",
        "Omnius",
        "iPullRank"
      ],
      "responseQuality": "rich",
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    },
    {
      "queryId": "Q3",
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        "Minuttia",
        "TripleDart",
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        "Discovered Labs",
        "Growth Plays",
        "BX Studio",
        "Your Content Mart",
        "NP Digital",
        "Avenue Z"
      ],
      "responseQuality": "rich",
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    },
    {
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        "FactorAI",
        "Agencja Whites",
        "Delante",
        "Agencja Wrocławska",
        "Widoczni",
        "Semcore",
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        "mbridge",
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      ],
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        "Agencja widoczni",
        "Agencja ECHO"
      ],
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    {
      "queryId": "Q4",
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      "competitors": [
        "PremiumAds",
        "Geoboard.ai",
        "Victorious",
        "Thrive Agency",
        "Genevate",
        "AthenaHQ",
        "Rank Prompt",
        "Rankability AI"
      ],
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        "Claneo",
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        "SichtbarerWerden",
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        "WEBU"
      ],
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        "FunkyMEDIA",
        "BloomUp.pl",
        "SOLV",
        "Empressia",
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        "SearchMeets.ai",
        "SAMOSEO",
        "Sempai",
        "AW Projekt"
      ],
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    {
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        "Aventium",
        "RODIN",
        "Elevation Group",
        "BlueBee",
        "WebImpact"
      ],
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    },
    {
      "queryId": "Q8",
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        "geoagentur.de",
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        "suxeedo",
        "wordsmattr",
        "EV7Media",
        "SUMAX",
        "Claneo",
        "Peak Ace"
      ],
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        "FixAEO",
        "Are We On AI?",
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        "Profound"
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        "Semrush Enterprise AIO",
        "Otterly.AI",
        "Scrunch AI",
        "Brand24",
        "Peec AI",
        "Knowatoa",
        "Senuto AI Visibility",
        "Widoczni.com",
        "Agencja Kompan"
      ],
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        "Rating Up",
        "Neuragency",
        "Пиксель Плюс",
        "GEO Pro",
        "Vverh Digital",
        "Promo Expert",
        "Percepture",
        "SayNine"
      ],
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        "seowerk",
        "SearchGPT Agentur",
        "ADGEO",
        "Performance Liebe",
        "Simple AI",
        "dreikon"
      ],
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      "tag": null
    },
    {
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      "provider": "gemini",
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      "competitors": [
        "Kokoc Group",
        "Digital Geeks",
        "GEOSEO Agency",
        "Ingate",
        "Ашманов и партнеры",
        "Vverh.digital"
      ],
      "responseQuality": "rich",
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      "sentiment": null,
      "region": null,
      "tag": null
    },
    {
      "queryId": "Q12",
      "provider": "gemini",
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      "competitors": [
        "Chilli Fruit Web Consulting",
        "Agencja Wrocławska",
        "Delante",
        "Agencja Whites"
      ],
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      },
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    },
    {
      "queryId": "Q13",
      "provider": "gemini",
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      "competitors": [
        "Omnius",
        "Seeders",
        "Onely",
        "Eminence",
        "Exposure Ninja",
        "Ainswer"
      ],
      "responseQuality": "rich",
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    },
    {
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      "competitors": [
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        "Aufgesang",
        "GEOAgentur.de",
        "Claneo",
        "SUCHHELDEN",
        "seowerk",
        "SearchGPT Agentur Berlin",
        "Suchmeisterei"
      ],
      "responseQuality": "rich",
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    {
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        "AN Digital",
        "GreenBanana SEO",
        "Graphite",
        "Omnius",
        "Percepture"
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      "competitors": [
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        "Digital Geeks",
        "Пиксель Плюс (Pixel Plus)",
        "Raspiarych",
        "Rush Agency",
        "Ingate",
        "PMD Agency",
        "Взлёт Медиа (Vverh Digital)",
        "ROSO",
        "SEO Discovery"
      ],
      "responseQuality": "rich",
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        "Writesonic"
      ],
      "responseQuality": "rich",
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    },
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        "Пиксель Плюс",
        "NeuroReach",
        "Head Promo",
        "Rocket Business",
        "Vverh.digital",
        "ROSO Team",
        "Demis Group",
        "Ingate",
        "Ашманов и партнёры",
        "Crescendo Agency"
      ],
      "responseQuality": "rich",
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    },
    {
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        "1Digital®",
        "DNV Aigency",
        "Victorious SEO",
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    },
    {
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      "competitors": [
        "Delante",
        "Broworks",
        "Minuttia",
        "Quoleady",
        "Omnius",
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        "Discovered Labs"
      ],
      "responseQuality": "rich",
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    },
    {
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        "Orainti",
        "Blue Array",
        "Better Answer",
        "Omnius",
        "Peak Ace",
        "House of Growth"
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    },
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        "BigEye Agency",
        "Netpeak Agency USA",
        "LLM SEO Agency",
        "1Digital®",
        "SEO AI"
      ],
      "responseQuality": "rich",
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    {
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      "competitors": [
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        "GEO SEO Agentur",
        "SEO.co",
        "ChatGPT SEO Agentur (Berlin)",
        "Xentor",
        "Position One"
      ],
      "responseQuality": "rich",
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    },
    {
      "queryId": "Q8",
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        "NeuRank",
        "Nexxel",
        "Semtrix",
        "Dreikon",
        "Marktgetrieben.de",
        "ChatGPT SEO Agentur (gpt-seo-agentur.de)"
      ],
      "responseQuality": "rich",
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    },
    {
      "queryId": "Q3",
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      "citationCount": 18,
      "competitors": [
        "BetterAnswer.ai",
        "Sproutworth",
        "UpliftGTM",
        "Omniscient Digital",
        "BX Studio",
        "aeoconsulting.co",
        "claritydigitaladvisory.com"
      ],
      "responseQuality": "rich",
      "hasBrandInCitations": false,
      "sentiment": null,
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    },
    {
      "queryId": "Q12",
      "provider": "openai",
      "mention": "no",
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      "citationCount": 12,
      "competitors": [
        "HeySEO",
        "ARDURA Lab",
        "Rodin Marketing Agency",
        "KS Agency (Agencja KS)",
        "Delante"
      ],
      "responseQuality": "rich",
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      "tag": null
    }
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      "mentionCount": 8,
      "verified": true
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    "hasLlmsTxt": true,
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    "totalBots": 12,
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    "blockedCount": 0,
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  },
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      "mentionCount": 0,
      "topSubreddits": []
    },
    "profile": {
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      "ownerType": "user",
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      "forks": 0,
      "topRepoUrl": "https://github.com/webappski/aeo-platform"
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  },
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        "Q3",
        "Q7",
        "Q8",
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    },
    {
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        "Q9",
        "Q10"
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      "hits": 0,
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    "queriesAddedSince": "2026-06-14",
    "trendCutoff": "2026-06-14",
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    "kind": "initial"
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    "headings": {
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      "h2Count": 8,
      "h1Samples": [
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    },
    "answerCapsules": {
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      "withCapsule": 3,
      "coverage": 38
    },
    "schemaOrg": {
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      "types": [
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      "hasPerson": true,
      "hasArticle": false
    },
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      "heuristicCount": 0,
      "total": 5
    }
  },
  "entityGraph": {
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    "sameAsCount": 11,
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        "platform": "linkedin",
        "host": "linkedin.com",
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        "confidence": "med"
      },
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        "platform": "github",
        "host": "github.com",
        "status": "one-way",
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      },
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        "platform": "typelessform.com",
        "host": "typelessform.com",
        "status": "reciprocates",
        "confidence": "high"
      },
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        "platform": "typelessity.com",
        "host": "typelessity.com",
        "status": "reciprocates",
        "confidence": "high"
      },
      {
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        "platform": "g2",
        "host": "g2.com",
        "status": "unreachable",
        "confidence": "high"
      },
      {
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        "platform": "npm",
        "host": "npmjs.com",
        "status": "unreachable",
        "confidence": "high"
      },
      {
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        "platform": "linkedin",
        "host": "linkedin.com",
        "status": "verified-host",
        "confidence": "med"
      },
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        "host": "dev.to",
        "status": "reciprocates",
        "confidence": "high"
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        "platform": "medium",
        "host": "medium.com",
        "status": "verified-host",
        "confidence": "med"
      },
      {
        "url": "https://www.indiehackers.com/AlexIsa",
        "platform": "indiehackers",
        "host": "indiehackers.com",
        "status": "one-way",
        "confidence": "med"
      },
      {
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        "platform": "hackernoon",
        "host": "hackernoon.com",
        "status": "one-way",
        "confidence": "med"
      }
    ],
    "summary": {
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      "oneWay": 3,
      "unreachable": 2,
      "verifiedHost": 3,
      "brokenLink": 0,
      "reciprocityRate": 55
    }
  },
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  "regionContext": {
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      "confidence": "low",
      "mixedSignals": true,
      "perRegion": {
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        "PL": 11,
        "DE": 9,
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        "UK": 2,
        "US": 1
      },
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        "gemini": "PL",
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      },
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        "detectedRegion": "DE",
        "confidence": "med",
        "source": "gemini.canonicalCitations.tldDistribution"
      },
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        "confidence": "med",
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        "confidence": "med",
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        "source": "openai.canonicalCitations.tldDistribution"
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        "confidence": "med",
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        "confidence": "med",
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      },
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        "confidence": "med",
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      },
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      },
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        "detectedRegion": "UK",
        "confidence": "low",
        "source": "gemini.canonicalCitations.tldDistribution"
      },
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        "detectedRegion": "DE",
        "confidence": "med",
        "source": "anthropic.canonicalCitations.tldDistribution"
      },
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        "confidence": "med",
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        "confidence": "med",
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        "detectedRegion": "RU",
        "confidence": "med",
        "source": "anthropic.canonicalCitations.tldDistribution"
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        "detectedRegion": "RU",
        "confidence": "low",
        "source": "openai.canonicalCitations.tldDistribution"
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        "detectedRegion": "UK",
        "confidence": "low",
        "source": "anthropic.canonicalCitations.tldDistribution"
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        "detectedRegion": "RU",
        "confidence": "low",
        "source": "openai.canonicalCitations.tldDistribution"
      },
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        "provider": "openai",
        "detectedRegion": "DE",
        "confidence": "low",
        "source": "openai.canonicalCitations.tldDistribution"
      },
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        "detectedRegion": "US",
        "confidence": "low",
        "source": "openai.canonicalCitations.tldDistribution"
      },
      {
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        "detectedRegion": "DE",
        "confidence": "med",
        "source": "openai.canonicalCitations.tldDistribution"
      },
      {
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        "detectedRegion": "DE",
        "confidence": "med",
        "source": "openai.canonicalCitations.tldDistribution"
      },
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        "detectedRegion": "PL",
        "confidence": "med",
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  "responseFreshness": {
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    "counts": {
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      "stale": 0,
      "unknown": 0,
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        "stale": 0,
        "unknown": 0,
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        "latestYear": null,
        "verdict": "fresh"
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      "gemini": {
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        "stale": 0,
        "unknown": 0,
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        "latestYear": null,
        "verdict": "fresh"
      },
      "anthropic": {
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        "stale": 0,
        "unknown": 0,
        "total": 13,
        "latestYear": null,
        "verdict": "fresh"
      }
    },
    "perCell": [
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        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
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        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
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        "freshness": "fresh",
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        "latestYearMentioned": null,
        "usedWebSearch": true
      },
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        "freshness": "fresh",
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        "latestYearMentioned": null,
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      },
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        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
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      },
      {
        "provider": "anthropic",
        "freshness": "fresh",
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        "latestYearMentioned": null,
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      },
      {
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        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
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      },
      {
        "provider": "gemini",
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      },
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        "latestYearMentioned": null,
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      },
      {
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        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
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      },
      {
        "provider": "gemini",
        "freshness": "fresh",
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        "latestYearMentioned": null,
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      },
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        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "gemini",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "anthropic",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "openai",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "gemini",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "gemini",
        "freshness": "fresh",
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        "latestYearMentioned": null,
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      {
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        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
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        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "gemini",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "anthropic",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
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      },
      {
        "provider": "gemini",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "gemini",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "gemini",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
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      },
      {
        "provider": "anthropic",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
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      {
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        "freshness": "fresh",
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        "latestYearMentioned": null,
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      {
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        "freshness": "fresh",
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        "latestYearMentioned": null,
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      {
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        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "anthropic",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
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}
Route A · DIY · free

Roll your own.

Generic AI drafts your 30 missions from the JSON above. Fast, free, and unaware of the traps below.

  • Walks into account-gated platforms blind — bans become highly likely.
  • Self-promo where it isn't welcome turns into permanent reputation harm.
  • A single ban can roll your AEO progress back by months.
Free · ~60 seconds. No review, no audit, no second pair of eyes.
Route B · Curated · pre-release

Let us hand-build it.

Tracked in Mission Control, our plan dashboard. Every line read by a person before it reaches your inbox.

  • 30-mission schedule — every mission with a recommended day, work at your pace.
  • Account-readiness audit for each platform before scheduling.
  • When a platform won't have you, we point to one that will.
  • Human-reviewed plan — every line read by a person before delivery.
Join the waitlist

First 10 customers get a free 30-mission AEO plan (≈1–3 hours per mission, work at your pace). $29 after that. Limited spots.

$29 per plan · one-time, no subscription · demo + signup on the linked page.
01 Overview

where the score is heading

next · 02 visibility
Trend · 1 run

Trend chart available from week 4

Currently 1 of 4 runs collected. A line through 2-3 points is statistical noise — the chart unlocks after week 4.

Top gap

Some listicles cited

1 of 4 cited domains are listicles. You're already named in 2 answers — push for inclusion in the listicle pool too.

1 of 4 listicle slots
Topic clusters

optimization leads

4 query clusters grouped by shared keywords.

optimization
10%
chatgpt
0%
widoczno
0%
najlepsze
0%
02 Visibility

per engine, by query

next · 03 competitors
Per-engine visibility absorbs Coverage shape

Named in 2/39 cells

Per-engine breakdown — bar shows mention rate, footnote shows citation count.

ChatGPT gpt-5-search-api
0%
Hits 0 / 130 citations
Gemini gemini-3.5-flash
8%
Hits 1 / 130 citations
Claude claude-sonnet-4-6
8%
Hits 1 / 130 citations
Query × engine matrix heatmap + position + sentiment

Each cell is one AI answer. Status badge tells you what the engine did with your brand.

2/ 39cells with your brand155competitor mentions logged658URLs in citation pool · yours in 2 cells
Query
ChatGPT
Gemini
Claude
row Σ
Q1top Answer Engine Optimization monitoring tools 2026
vsSemrush+3 0 / 23 cited n/a
vsProfound+3 0 / 21 cited n/a
vsProfound+3 0 / 18 cited n/a
0/ 3
Q2best Answer Engine Optimization agencies 2026
vsFuel Online+3 0 / 9 cited n/a
vsFirst Page Sage+3 0 / 29 cited n/a
vsFirst Page Sage+3 0 / 16 cited n/a
0/ 3
Q3najlepsze agencje optymalizacji pod ChatGPT i wyszukiwarki AI
vsGoForgeAI+3 0 / 6 cited n/a
vsAgencja Whites+3 0 / 17 cited n/a
vsPremiumAds+3 0 / 11 cited n/a
0/ 3
Q4Answer Engine Optimization consultants for B2B startups
vsBetterAnswer.ai+3 0 / 18 cited n/a
vsAustin Heaton+3 0 / 19 cited n/a
vsOptimist+3 0 / 15 cited n/a
0/ 3
Q5agencja zajmująca się widocznością marki w AI w Polsce
vsAventium+3 0 / 10 cited n/a
vsFactorAI+3 0 / 23 cited n/a
vsFunkyMEDIA+3 0 / 12 cited n/a
0/ 3
Q6najlepsze agencje do monitoringu widoczności marki w odpowiedziach AI
vsRankscale.ai+3 0 / 10 cited n/a
vsChatbeat+3 0 / 21 cited n/a
vsProfound+3 0 / 13 cited n/a
0/ 3
Q7beste Answer Engine Optimization Agentur für Sichtbarkeit in ChatGPT
vsNeuRank+3 0 / 11 cited n/a
vsRadyant+3 0 / 15 cited n/a
named no rank positive
1/ 3
Q8beste generative engine optimization Agentur Deutschland für KI-Sichtbarkeit
vsGEO Agentur (geoseoagentur.de)+3 0 / 14 cited n/a
vsgeoagentur.de+3 0 / 27 cited n/a
vsWordsmattr+3 0 / 15 cited n/a
0/ 3
Q9Agenturen die Marken in KI-Antworten wie ChatGPT sichtbar machen
vsVisibilityPro+3 0 / 12 cited n/a
vsgeoagentur.de® (Deutschland)+3 0 / 20 cited n/a
vsAN Digital+3 0 / 13 cited n/a
0/ 3
Q10лучшие агентства по оптимизации сайта под нейросети и ответы ChatGPT
vsAgenxus+3 0 / 8 cited n/a
vsNeuroReach+3 0 / 24 cited n/a
vsHead Promo+3 0 / 18 cited n/a
0/ 3
Q11лучшие агентства по продвижению бренда в нейросетях
vsBrandmakers Agency+3 0 / 7 cited n/a
vsKokoc Group+3 0 / 23 cited n/a
vsПиксель Плюс+3 0 / 21 cited n/a
0/ 3
Q12answer engine optimization agency Poland for B2B SaaS
vsHeySEO+3 0 / 12 cited n/a
named no rank positive
vsDelante+3 0 / 35 cited n/a
1/ 3
Q13answer engine optimization consulting Europe
vsOmnius+2 0 / 19 cited n/a
vsOmnius+3 0 / 23 cited n/a
vsAWISEE+3 0 / 13 cited n/a
0/ 3
No sentiment data this run

Sentiment is computed only when AI names the brand in its answer. This run: 0 named cells → nothing to classify. Earn a mention first — see Citations and Actions below.

named — brand surfaced cited — brand sourced no mention — competitor named no mention — clean blank error — engine unavailable
Position view shows brand rank #N when AI named you, or 0 / N cited showing your share of the citation pool.
Sentiment view classifies how AI framed your brand: ● positive · ● neutral · ● negative. Only computed for named/cited cells.
03 Competitors

who AI named instead

next · 04 citations
Most-named brands

Delante leads

8 distinct competitors named. Top 3 collected 20 of 39 mentions.

  1. 01Delante8×
  2. 02Omnius7×
  3. 03NoGood5×
  4. 04Profound5×
  5. 05Agencja Whites4×
  6. 06Minuttia4×
  7. 07First Page Sage3×
  8. 08Peec AI3×
4-axis radar

Behind on 2 of 4 axes

Each axis 0–100. Larger polygon = stronger signal; your shape outside the top-3 reference = ahead, inside = behind.

25 50 75 100 Presence Mentions Rank Sentiment Webappski Top-3 avg
Axis You Top-3 Δ
Presence 67 100 -33
Mentions 40 100 -60
Rank 50 50 =
Sentiment 100 50 +50
04 Citations

who AI cites about your category

next · 05 actions
Domain share of voiceAll 10 domains

Citations spread across 10 domains

These publishers feed AI most of the category citations. webappski.com isn't on any of them.

vc.ru
2%
youtube.com
2%
dtf.ru
1%
firstpagesage.com
1%
searchgptagentur.de
1%
en.wikipedia.org
1%
webappski.com
0%
By category

Other dominates

Other carries 62% of citations — that's where the lift compounds.

Other
62%
Social platforms
14%
Agency / consultancy
9%
Reference (Wikipedia, etc.)
9%
Forums & community
6%
05 Actions

what to ship this week

next · 06 diagnostics
Recommended actions absorbs Actionable Gaps

5 ordered moves

Prioritised by visibility-gap impact. Day labels are heuristic — adjust to your week.

01

Build & pitch canonical sources

Identify sites Webappski *doesn’t appear on* that AI frequently cites (YouTube, Reddit, CodersPilot, AgencjaWhites) and pitch your content/tools to them. E.g. guest post on AgencjaWhites.pl or case study on YouTube, so AI answers include them and cite you instead of competitors.

Day 1–2 Outreach
High
02

Match competitor prompt queries

Collect competitor names like Delante, Omnius, Profound and the exact prompts they win on (e.g. “best answer engine optimization agencies 2026”), then create/optimize pages/posts targeting those prompts using answer-first structure, FAQ schema, llms.txt commitment, so Webappski starts showing instead of them.

Day 1–2 Content
High
03

Improve technical AEO foundations

Audit & fix missing structured data (FAQPage, HowTo, Service schema), ensure llms.txt is present and correct; make sure content is formatted for extraction (short direct answer sentences, clear headers) so AI engines can easily use Webappski content.

Day 3–5 Defend
Med
04

Publish new prompt‐aligned content weekly

Each week produce one high‐quality content piece (blog or tool or guide) targeting a specific unanswered or under-served prompt (e.g. “answer engine optimization monitoring tools 2026”) with optimized citations and sources that AI homes in on; share it broadly to generate external author mentions.

Day 3–5 Listings
Med
05

Leverage case studies for AI readouts

Convert existing case studies (TypelessForm, Typelessity) into structured summaries or data sheets optimized with schema and answers-first format; republish and link them from authoritative domains to boost citation likelihood.

Day 7 Content
Low
06 Diagnostics

site readiness, cost, ads

end of report
Site readiness crawlability + AI-bot crawl readiness + llms.txt

Fully crawlable

100/100
robots.txt772 bytes
llms.txtpresent
sitemap.xml165 URLs
12 / 12 AI crawlersall allowed
Authority presence

Authority-Source Presence

Off-page signals AI engines weight heavily — they're part of the ground-truth corpus most LLMs trained on.

Wikipedia and Reddit are rarely populated for dev tools — the GitHub row below carries the meaningful signal.

SourceStatusDetail
GitHub✓ 10 ★ · 0 forkswebappski/aeo-platform
"Open-source AEO/GEO CLI — measure your brand across ChatGPT, Claude, Gemini & Perplexity, audit AI-bot crawlability + authority signals, then export a brand-context you paste into any AI for a persona…"
Wikipedia✗ No articleCreate one
Reddit✗ Not discussedNo discussion yet — see hints below

Why this matters · 1 hint

  • No Reddit discussion — find subreddits in your category (search bar) and answer questions with verifiable expertise. Do not spam.
Run profile

Lean by design

One pass across three engines — survey-grade, not a continuous crawl.

Geo

Untargeted

No region context this run — AI engines answered with their own implicit defaults. Add --geo=us,uk,de for pinned regional context.

1 region untargeted
AI ads detected

Clean

No sponsored slots in answers about your category this run.

0 ads
UTM citations

Not configured

Tag outbound links so AI traffic shows up in your analytics.

how ?utm_source=ai&utm_medium=chatgpt