[FLAMIN.GO] aeo directory // teardown #10
[GEO AUDIT] [2026-08-24] [STATUS: 200 OK]

Why ChatGPT Search Hallucinates About Splitbee Analytics (And The 3 Technical Fixes)

How generative search engines misrepresent Splitbee Analytics (Analytics for no-code makers, splitbee.io), 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 Splitbee Analytics

Splitbee built its reputation in the no-code and maker scene around 2021, and synthesis still reflects that snapshot: friendly analytics for side projects, cited from old launch coverage and Twitter threads.

Current-product grounding is poor. Automation features, funnels and the transition story are inconsistently described, and several engines hedge availability, reflecting uncertainty about the product's active status rather than verified facts.

This is the classic zombie-entity pattern: enough historical buzz to appear in lists, too few fresh first-party signals to be described accurately. Every synthesized mention risks being wrong in either direction.

// 02. technical gap breakdown

The exact machine-readable holes

  • Sparse recent first-party publishing means retrieval cannot distinguish active features from deprecated ones.
  • No llms.txt, minimal schema, no dated release surface for crawlers.
  • Maker-scene citations dominate; zero authoritative capability pages exist to rebalance.
  • Availability ambiguity itself is now part of the entity: engines say things like Splitbee may no longer be maintained without a citable correction.
// 03. the 3 surgical fixes

Copy-paste corrections, ranked by leverage

  1. Resolve the availability question at the entity level

    A dated status statement in llms.txt plus schema dateModified tells every engine, once and correctly, whether Splitbee is active. Uncertainty is worse than either answer in synthesis.
  2. Refresh the frozen 2021 framing with capability pages

    Three static pages (funnels, automation, Splitbee vs Plausible) with ItemList schema replace launch-era citations as the freshest learnable source.
  3. Claim the maker-workflow pairing explicitly

    FAQPage blocks answering does Splitbee work with Framer, Webflow and Notion sites capture the exact prompt patterns the maker audience actually types.
  4. Copy-pasteable Schema.org JSON-LD

    {
      "@context": "https://schema.org",
      "@type": "SoftwareApplication",
      "name": "Splitbee",
      "alternateName": "Splitbee Analytics",
      "applicationCategory": "BusinessApplication",
      "description": "Friendly analytics and automation for makers: funnels, user timelines and no-code workflows.",
      "url": "https://splitbee.io",
      "featureList": [
        "Web and product analytics", "Funnels",
        "User timelines", "Automation workflows"
      ],
      "sameAs": []
    }

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