` marker. Import it as-is into Claude / Gemini / any agent: paste this file as base knowledge. Links between concepts are bundle-relative (/labs/x.md). --> --- okf_version: 2.0.0 title: OKF bundle — scope public source: askmojo scope: public concept_counts: output: 1 --- # OKF bundle (scope `public`) Open Knowledge Format v2.0.0 bundle — markdown + YAML frontmatter. The AskMojo database stays the source of truth; this bundle is an exported view filtered by scope. ## Concepts - **output** : 1 ## Indexes - [outputs](/outputs/index.md) --- scope: public --- # Log Historique des changements de visibilité / publication (dates ISO). _Aucun évènement de publication horodaté._ --- type: output title: AI Visibility Report resource: /o/414391c1-aeb4-4abd-8ed5-b2a3275536b3 timestamp: '2026-07-15T07:33:13.968Z' visibility: public magik: /labs/visibility-lab/magiks/llm-citation-gap-audit.md --- # AI Visibility Report Généré par : [/labs/visibility-lab/magiks/llm-citation-gap-audit.md](/labs/visibility-lab/magiks/llm-citation-gap-audit.md) ```json { "title": "AI Visibility Report", "summary": "Verdict: mostly invisible to LLMs. Absent from 2 of 3 target queries. Competitors cited in your place on both. 3 answer-pages to create, 1 quick win first.", "sections": [ { "body": "\"best AI agent for small business\": ABSENT. ChatGPT and Perplexity cite two competitors and a listicle, never you. \"no code app builder\": WEAK. You appear once, deep in a roundup, not named in the direct answer. \"ChatGPT alternative for business\": ABSENT. The answer names four tools, none of them you.", "heading": "Citation check (query by query)" }, { "body": "On \"best AI agent for small business\", the engines cite Competitor A (a /best-ai-agents comparison page) and Competitor B (a use-case page with an FAQ). Both earn the citation with an extractable answer page you do not have yet.", "heading": "Citation gap (who is cited instead)" }, { "body": "1. \"Best AI agent for small business\": short answer, comparison table (you vs the 4 named tools), FAQ with JSON-LD. 2. \"ChatGPT alternative for business\": direct answer positioning you, plus a criteria table. 3. A use-case page mirroring Competitor B, for the query you are weak on.", "heading": "Missing answer-pages to create" }, { "body": "Publish page 1 first: highest query value and you are one extractable page away from being cited. Then page 2 (you are absent, direct commercial intent). Page 3 last (you already appear weakly, smaller lift). Each page is short answer, table and FAQ, the format models extract from.", "heading": "Prioritized indexation plan" } ] } ``` --- title: Outputs description: Outputs index count: 1 --- # Outputs - [AI Visibility Report](/outputs/414391c1-aeb4-4abd-8ed5-b2a3275536b3.md) (`public`)