Real ChatGPT answer · index seedybWMdcKfb08completeEducation · K-12 schoolscomparison

canvas lms vs blackboard learn pricing for a mid sized public school district with tight budget constraints

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
canvas lms vs blackboard learn pricing for a mid sized public school district with tight budget constraints
3 real searches · 1 real-search pass
Canvas LMS K-12 district pricing per student annual cost public school district 2026 Instructure quoteGoogle ↗
OBSERVEDComparison
Blackboard Learn K-12 district pricing per student annual cost 2026 Anthology quoteGoogle ↗
OBSERVEDComparison
Canvas LMS Blackboard Learn K-12 comparison implementation costs hosting support districtGoogle ↗
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 (3)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Canvas LMS K-12 district pricing per student annual cost public school district 2026 Instructure quote Google ↗
Blackboard Learn K-12 district pricing per student annual cost 2026 Anthology quote Google ↗
Canvas LMS Blackboard Learn K-12 comparison implementation costs hosting support district Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Canvas LMS K-12 district pricing per student annual cost public school district 2026 Instructure quote
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Blackboard Learn K-12 district pricing per student annual cost 2026 Anthology quote
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Canvas LMS Blackboard Learn K-12 comparison implementation costs hosting support district
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1