Real ChatGPT answer · index seedRzjHgNQErb4completeTravel and hospitality · travel planning and itinerariescommercial

Which downloadable offline map apps use the least amount of smartphone storage while still providing accurate walking directions in unfamiliar cities?

ChatGPTgpt-67 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which downloadable offline map apps use the least amount of smartphone storage while still providing accurate walking directions in unfamiliar cities?
7 real searches · 1 real-search pass
best offline map apps walking directions offline storage size Organic Maps OsmAnd MAPS.ME 2026Google ↗
OBSERVEDOther / navigational
Organic Maps offline maps app walking navigation storage size map download officialGoogle ↗
OBSERVEDOther / navigational
OsmAnd offline maps download size walking navigation officialGoogle ↗
OBSERVEDOther / navigational
Google Maps offline walking directions limitations officialGoogle ↗
OBSERVEDYes / no
Organic Maps OsmAnd MAPS.ME HERE WeGo offline map download storage size walking navigation offline comparison 2026Google ↗
OBSERVEDComparison
offline maps apps walking directions without internet Organic Maps OsmAnd map file size country downloadGoogle ↗
OBSERVEDComparison
Google Maps offline maps walking directions unavailable offline official supportGoogle ↗
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 (7)
Short factOther / navigational57%Comparison29%ConsequenceReasonDefinitionInstructionYes / no14%

Classes come from the query-classifier (a local Laya model). 6 of 7 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT7 real searches · gpt-6
best offline map apps walking directions offline storage size Organic Maps OsmAnd MAPS.ME 2026 Google ↗
Organic Maps offline maps app walking navigation storage size map download official Google ↗
OsmAnd offline maps download size walking navigation official Google ↗
Google Maps offline walking directions limitations official Google ↗
Organic Maps OsmAnd MAPS.ME HERE WeGo offline map download storage size walking navigation offline comparison 2026 Google ↗
offline maps apps walking directions without internet Organic Maps OsmAnd map file size country download Google ↗
Google Maps offline maps walking directions unavailable offline official support 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

7 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best offline map apps walking directions offline storage size Organic Maps OsmAnd MAPS.ME 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Organic Maps offline maps app walking navigation storage size map download official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OsmAnd offline maps download size walking navigation official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Maps offline walking directions limitations official
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
Organic Maps OsmAnd MAPS.ME HERE WeGo offline map download storage size walking navigation offline comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
offline maps apps walking directions without internet Organic Maps OsmAnd map file size country download
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Google Maps offline maps walking directions unavailable offline official support
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1