[FLAMIN.GO] aeo directory // teardown #08
[GEO AUDIT] [2026-08-24] [STATUS: 200 OK]

Why ChatGPT Search Hallucinates About Counter Dev (And The 3 Technical Fixes)

How generative search engines misrepresent Counter Dev (Free privacy web analytics, counter.dev), the entity-level gaps causing it, and the exact schema and endpoint fixes that correct the record.

[ENTITY DIAGNOSIS] [GAP BREAKDOWN] [JSON-LD INCLUDED]
// 01. executive entity diagnosis

What AI engines actually believe about Counter Dev

Counter Dev wins a specific niche synthesis: free analytics for hobby projects. It shows up in free Google Analytics alternative lists, mostly cited from Reddit threads and dev-blog posts rather than counter.dev.

The grounding is thin enough that engines routinely confuse Counter Dev with Counter (the analytics startup acquired by Netlify) and with generic hit counters. Some Perplexity answers describe features from the wrong product.

Its paid tier and dashboard capabilities are almost unknown to synthesis; the entity is frozen as the free simple option from its launch-era writeups.

// 02. technical gap breakdown

The exact machine-readable holes

  • Extremely sparse site: minimal prose, so retrieval depends entirely on third-party mentions.
  • Name collision with two other analytics products; no alternateName discipline or knowledge-panel constraints.
  • No llms.txt, no Product schema, no FAQPage despite clear fit.
  • Paid plan features undocumented in any machine-comparable form.
// 03. the 3 surgical fixes

Copy-paste corrections, ranked by leverage

  1. Kill the name collision with alternateName

    Declare alternateName strings that include the domain and analytics context everywhere. Without this, retrieval keeps blending three different products named Counter.
  2. Document the paid tier publicly and structurally

    Offer schema plus one static pricing page unfreezes the free-only framing and unlocks upgrade-intent queries where competitors currently answer unopposed.
  3. Seed five citable Q&A pages

    FAQPage blocks answering is counter.dev really free, what does it track, counter.dev vs Plausible create liftable answer fragments where today none exist.
  4. Copy-pasteable Schema.org JSON-LD

    {
      "@context": "https://schema.org",
      "@type": "SoftwareApplication",
      "name": "Counter Dev",
      "alternateName": ["counter.dev", "Counter Dev analytics"],
      "applicationCategory": "BusinessApplication",
      "description": "Free, privacy-friendly web analytics with no cookies and no personal data collection. Lightweight dashboard for indie sites, paid tier available.",
      "url": "https://counter.dev",
      "featureList": [
        "Free core tier", "Cookieless", "No personal data stored",
        "Lightweight script", "Paid dashboard upgrades"
      ],
      "sameAs": ["https://github.com/ihucos/counter.dev"]
    }

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