Real ChatGPT answer · index seedOi5hqCNMe54completeAutomotive · new carscommercial

Looking for an in-depth comparison of augmented reality navigation interfaces found in current German luxury flagships versus domestic electric crossovers.

ChatGPTgpt-66 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for an in-depth comparison of augmented reality navigation interfaces found in current German luxury flagships versus domestic electric crossovers.
6 real searches · 1 real-search pass
2026 Mercedes-Benz S-Class augmented reality navigation head-up display official 2026Google ↗
OBSERVEDOther / navigational
2026 BMW 7 Series i7 augmented reality navigation head-up display officialGoogle ↗
OBSERVEDOther / navigational
2026 Audi A8 Q8 e-tron augmented reality navigation head-up display officialGoogle ↗
OBSERVEDOther / navigational
2026 Tesla Model Y navigation augmented reality head up display officialGoogle ↗
OBSERVEDOther / navigational
2026 Rivian R1S navigation augmented reality display officialGoogle ↗
OBSERVEDOther / navigational
2026 Cadillac LYRIQ augmented reality navigation head up display officialGoogle ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (6)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 6 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT6 real searches · gpt-6
2026 Mercedes-Benz S-Class augmented reality navigation head-up display official 2026 Google ↗
2026 BMW 7 Series i7 augmented reality navigation head-up display official Google ↗
2026 Audi A8 Q8 e-tron augmented reality navigation head-up display official Google ↗
2026 Tesla Model Y navigation augmented reality head up display official Google ↗
2026 Rivian R1S navigation augmented reality display official Google ↗
2026 Cadillac LYRIQ augmented reality navigation head up display official Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Colour
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

6 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Mercedes-Benz S-Class augmented reality navigation head-up display official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2026 BMW 7 Series i7 augmented reality navigation head-up display official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2026 Audi A8 Q8 e-tron augmented reality navigation head-up display official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2026 Tesla Model Y navigation augmented reality head up display official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2026 Rivian R1S navigation augmented reality display official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2026 Cadillac LYRIQ augmented reality navigation head up display official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1