Real ChatGPT answer · index seedMq5txLRWZ4kcompleteSports and outdoors · skiing and snowboardingcommercial

Compare the trail navigation features of the top three offline topographical mapping apps for backcountry skiing in uncharted areas.

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the trail navigation features of the top three offline topographical mapping apps for backcountry skiing in uncharted areas.
4 real searches · 1 real-search pass
2026 best offline topographic mapping apps backcountry skiing Gaia GPS onX Backcountry CalTopo offline maps slope angle layers route planningGoogle ↗
OBSERVEDComparison
Gaia GPS offline maps topo layers slope angle shading official helpGoogle ↗
OBSERVEDOther / navigational
onX Backcountry offline maps topo slope angle shading route builder officialGoogle ↗
OBSERVEDOther / navigational
CalTopo mobile offline maps slope angle shading backcountry skiing 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 (4)
Short factOther / navigational75%Comparison25%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
2026 best offline topographic mapping apps backcountry skiing Gaia GPS onX Backcountry CalTopo offline maps slope angle layers route planning Google ↗
Gaia GPS offline maps topo layers slope angle shading official help Google ↗
onX Backcountry offline maps topo slope angle shading route builder official Google ↗
CalTopo mobile offline maps slope angle shading backcountry skiing official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 best offline topographic mapping apps backcountry skiing Gaia GPS onX Backcountry CalTopo offline maps slope angle layers route planning
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Gaia GPS offline maps topo layers slope angle shading official help
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
onX Backcountry offline maps topo slope angle shading route builder official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
CalTopo mobile offline maps slope angle shading backcountry skiing official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1