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  1. DNC Lens· Dated evidence · what was observed

    Los Angeles's private aviation — What does it mean that the most trusted actors in LA private aviation are completely invisible to AI?

    Private Aviation Los Angeles

    In this Gemini 2.5 Pro (native) reading, the Private Aviation Los Angeles trust landscape is framed…

    Observed 20 July 2026 · Published 22 July 2026

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  2. Model Watch· Dated evidence · what was observed

    Los Angeles's private aviation — Which operators are consistently recognized in AI's market analysis?

    Private Aviation Los Angeles

    Gemini 2.5 Pro (native) and Gemini 2.5 Pro (web) diverge in their framing of the Private Aviation Los Angeles market, with the native mode…

    Observed 20 July 2026 · Published 26 July 2026

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  3. DNC Lens· Dated evidence · what was observed

    Monaco's private aviation — Does the model's trust map invert the values of the very clients it describes?

    Private Aviation Monaco / French Riviera

    In this Gemini 2.5 Pro (web) reading, the private aviation trust landscape for Monaco and the French Riviera is framed…

    Observed 20 July 2026 · Published 24 July 2026

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  4. DNC Lens· Dated evidence · what was observed

    Monaco's private aviation — If the safety layer is invisible to AI, what is the trust map actually measuring?

    Private Aviation Monaco / French Riviera

    In this Gemini 2.5 Pro (native) reading, the Private Aviation Monaco / French Riviera trust landscape is framed…

    Observed 20 July 2026 · Published 22 July 2026

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  5. Model Watch· Dated evidence · what was observed

    Monaco's private aviation — Which actors are highlighted in the private aviation market for Monaco?

    Private Aviation Monaco / French Riviera

    The two models diverge significantly in their framing of the private aviation market for Monaco and the French Riviera, with one focusing…

    Observed 20 July 2026 · Published 26 July 2026

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  6. DNC Lens· Dated evidence · what was observed

    Private aviation in Dubai / Abu Dhabi — Can a market analysis be valid when the model admits it has no data on the market itself?

    Private Aviation UAE

    In this Gemini 2.5 Pro (web) reading, Private Aviation UAE is framed as a sovereign-trust hierarchy under existential duress, where…

    Observed 20 July 2026 · Published 24 July 2026

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  7. DNC Lens· Dated evidence · what was observed

    Private aviation in Miami / Palm Beach — What is the value of a market analysis that the model itself rates at zero confidence?

    Private Aviation South Florida

    In this Gemini 2.5 Pro (web) reading, Private Aviation South Florida is framed as a commercially invisible market whose entire trust…

    Observed 20 July 2026 · Published 24 July 2026

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  8. DNC Lens· Dated evidence · what was observed

    Private aviation in New York / Teterboro — Is the private aviation safety certification system designed to be invisible to AI — and does that create risk?

    Private Aviation New York / Teterboro

    In this Gemini 2.5 Pro (web) reading, trust in the New York/Teterboro private aviation market is framed as a function of digital visibility…

    Observed 20 July 2026 · Published 24 July 2026

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  9. DNC Lens· Dated evidence · what was observed

    Singapore's private aviation — Is this model's trust logic a genuine market assessment or a map of institutional legibility?

    Private Aviation Singapore

    In this Gemini 2.5 Pro (native) reading, Singapore's private aviation trust landscape is framed…

    Observed 20 July 2026 · Published 21 July 2026

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  10. Model Watch· Dated evidence · what was observed

    Singapore's private aviation — What challenges does Gemini 2.5 Pro (web) face in framing the Singapore private aviation market?

    Private Aviation Singapore

    The two sides diverge significantly in their portrayal of the Private Aviation Singapore market, with Side Gemini 2.5 Pro providing…

    Observed 20 July 2026 · Published 25 July 2026

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  11. DNC Lens· Dated evidence · what was observed

    Singapore's private aviation — What does Gemini 2.5 Pro (web) say its Singapore trust map actually measures?

    Private Aviation Singapore

    In this Gemini 2.5 Pro (web) reading, Private Aviation Singapore is framed as a speculative inference built on brand visibility…

    Observed 20 July 2026 · Published 23 July 2026

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  12. Query Spotlight· Dated evidence · what was observed

    Private Aviation / French Riviera Monaco: “private jet charter Nice to London”

    Private Aviation Monaco / French Riviera · Organic search · “private jet charter Nice to London”

    Across 7 comparable scheduled runs in the observation period July 13–19, 2026, PrivateFly holds median position 1 on the query "private jet charter Nice to London" (Organic Ranking — Top 5) for Private Aviation Monaco / French Riviera.

    Observed 13 July 2026 – 19 July 2026 · Published 23 July 2026

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  13. Query Spotlight· Dated evidence · what was observed

    Private Aviation Hong Kong: “best private jet charter companies Hong Kong”

    Private Aviation Hong Kong · Organic search · “best private jet charter companies Hong Kong”

    Across 7 comparable scheduled runs in the Private Aviation Hong Kong observation period (July 13–19, 2026), phenixjet.com holds median position 1 on the query "best private jet charter companies Hong Kong" (Organic Ranking — Top 5).

    Observed 13 July 2026 – 19 July 2026 · Published 22 July 2026

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  14. Query Spotlight· Dated evidence · what was observed

    Private Aviation London: “best private jet charter companies London”

    Private Aviation London · Organic search · “best private jet charter companies London”

    Across 7 comparable scheduled runs in the Private Aviation London market (July 13–19, 2026), Luxaviation UK holds position 1 by median best organic position on this query for "best private jet charter companies London" (Organic Ranking — Top 5).

    Observed 13 July 2026 – 19 July 2026 · Published 23 July 2026

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  15. Query Spotlight· Dated evidence · what was observed

    Private Aviation Los Angeles: “top private jet companies Van Nuys”

    Private Aviation Los Angeles · Organic search · “top private jet companies Van Nuys”

    Across 7 comparable scheduled runs from July 13–19, 2026, silverair.com holds median position 1 on the query "top private jet companies Van Nuys" (Organic Ranking — Top 5) in the Private Aviation Los Angeles market.

    Observed 13 July 2026 – 19 July 2026 · Published 23 July 2026

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  16. Query Spotlight· Dated evidence · what was observed

    Private Aviation New York / Teterboro: “private jet charter cost New York to Miami”

    Private Aviation New York / Teterboro · Organic search · “private jet charter cost New York to Miami”

    Across 7 comparable scheduled runs in the observation period July 13–19, 2026, evojets.com holds the median position 1 on the query "private jet charter cost New York to Miami" (Organic Ranking — Top 5) in Private Aviation New York / Teterboro.

    Observed 13 July 2026 – 19 July 2026 · Published 23 July 2026

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  17. Query Spotlight· Dated evidence · what was observed

    Private Aviation Singapore: “best private jet charter companies Singapore”

    Private Aviation Singapore · Organic search · “best private jet charter companies Singapore”

    Across the 7-run observation period (July 13–19, 2026) for the query "best private jet charter companies Singapore" in Private Aviation Singapore, paramountbusinessjets.com holds the first organic position with a median of position 1, present in 7 of 7 comparable runs.

    Observed 13 July 2026 – 19 July 2026 · Published 22 July 2026

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  18. Query Spotlight· Dated evidence · what was observed

    Private Aviation South Florida Miami / Palm Beach: “Private jet charter Miami to New York”

    Private Aviation South Florida · Organic search · “Private jet charter Miami to New York”

    Across 7 comparable scheduled runs from July 13–19, 2026, evojets.com holds the median best organic position on this query at position 1 for the query "Private jet charter Miami to New York" in Private Aviation South Florida.

    Observed 13 July 2026 – 19 July 2026 · Published 23 July 2026

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  19. Query Spotlight· Dated evidence · what was observed

    Private Aviation Switzerland Geneva / Zurich: “reputable private jet operators Switzerland”

    Private Aviation Switzerland · Organic search · “reputable private jet operators Switzerland”

    Across 7 comparable scheduled runs in the observation period July 13–19, 2026, simply-jet.ch holds median position 1 on the query "reputable private jet operators Switzerland" (Organic Ranking — Top 5) in Private Aviation Switzerland.

    Observed 13 July 2026 – 19 July 2026 · Published 23 July 2026

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  20. Query Spotlight· Dated evidence · what was observed

    Private Aviation UAE Dubai / Abu Dhabi: “private jet charter Dubai to London”

    Private Aviation UAE · Organic search · “private jet charter Dubai to London”

    Across 7 comparable scheduled runs from July 13–19, 2026, icarusjet.com holds the first organic position on the query "private jet charter Dubai to London" (Organic Ranking — Top 5) in Private Aviation UAE, with a median best organic position on this query of position 1 and presence in 7 of 7 comparable runs (100%).

    Observed 13 July 2026 – 19 July 2026 · Published 23 July 2026

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  21. AI Overview Ranking — Top 10· Dated evidence · what was observed

    Who controls Google's AI Overview for Private Aviation / French Riviera, Monaco?

    Private Aviation Monaco / French Riviera · AI Overview

    blade.com holds the strongest AI opening share on the Private Aviation Monaco / French Riviera market across the 7-run window from July 13–19, 2026, at 11.75%.

    Observed 13 July 2026 – 19 July 2026

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  22. AI Overview Ranking — Top 10· Dated evidence · what was observed

    Who controls Google's AI Overview for Private Aviation Switzerland, Geneva / Zurich?

    Private Aviation Switzerland · AI Overview

    LunaJets holds the strongest AI opening share on this market across the 7-run window from July 13–19, 2026, recording 12.88% of all AI Overview openings observed over the period.

    Observed 13 July 2026 – 19 July 2026 · Published 21 July 2026

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  23. AI Overview Ranking — Top 10· Dated evidence · what was observed

    Who controls Google's AI Overview for Private Aviation UAE, Dubai / Abu Dhabi?

    Private Aviation UAE · AI Overview

    Chapman Freeborn holds the rank-1 position on the AI Overview opening-control rail for Private Aviation UAE, recording 11.41% AI opening share on this market across 7 comparable scheduled runs in the observation period July 13–19, 2026.

    Observed 13 July 2026 – 19 July 2026 · Published 21 July 2026

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  24. AI Overview Ranking — Top 10· Dated evidence · what was observed

    Who controls Google's AI Overview for Private Aviation, Hong Kong?

    Private Aviation Hong Kong · AI Overview

    lvoyage.aero holds the strongest AI opening share on the Private Aviation Hong Kong market across the observation period of July 13–19, 2026, recording 26.48% of all AI Overview openings observed over the period — the highest cumulative volume on the top-10 panel.

    Observed 13 July 2026 – 19 July 2026

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How each kind of work is cited

Measured readings — rankings and Query Spotlight
Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.
Narrative readings — DNC Lens and Model Watch
Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.
Context, method and reference
Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.
Actor records
Living record. Cite it with the date you retrieved it. For a ranking or factual claim, cite the dated evidence the record links to — never the record in its place.

Dates mean what they say: Observed is the window the surface was read; Published is when a reading went public; Text revision is when the exact accepted text first existed; Last reviewed is the review date a page declares. No digital object identifier is assigned; cite the canonical address.

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