Real ChatGPT answer · index seedQN6lk97whMYcompleteEducation · K-12 schoolscomparison

can you compare the total cost of ownership between canvas lms and schoology for our k12 budget planning

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

The searches the AI actually ran for this prompt.

SEED QUERY
can you compare the total cost of ownership between canvas lms and schoology for our k12 budget planning
4 real searches · 1 real-search pass
Canvas LMS K-12 pricing licensing implementation costs 2026 Instructure officialGoogle ↗
OBSERVEDOther / navigational
PowerSchool Schoology Learning pricing K-12 licensing costs 2026 officialGoogle ↗
OBSERVEDComparison
Canvas LMS K-12 total cost ownership implementation support hosting integrations RFPGoogle ↗
OBSERVEDOther / navigational
Schoology Learning K-12 total cost ownership implementation support integrations pricing RFPGoogle ↗
OBSERVEDComparison

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 / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 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
Canvas LMS K-12 pricing licensing implementation costs 2026 Instructure official Google ↗
PowerSchool Schoology Learning pricing K-12 licensing costs 2026 official Google ↗
Canvas LMS K-12 total cost ownership implementation support hosting integrations RFP Google ↗
Schoology Learning K-12 total cost ownership implementation support integrations pricing RFP Google ↗
  1. Canvas LMS by Instructure: Core, Plus & Next with AI for Teaching & Learning · instructure.com
  2. Learning Management Systems · online.nassauboces.org
  3. Hernando School District · hernandoschools.legistar.com
  4. Canvas · utahgov.co

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Canvas LMS K-12 pricing licensing implementation costs 2026 Instructure official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
PowerSchool Schoology Learning pricing K-12 licensing costs 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Canvas LMS K-12 total cost ownership implementation support hosting integrations RFP
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Schoology Learning K-12 total cost ownership implementation support integrations pricing RFP
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1