Real ChatGPT answer · index seedkjyuqH7h30wcompleteB2B software · accounting softwarecomparison

Looking for a cost comparison between Xero and Sage for a small distribution company that needs reliable inventory counts without enterprise level bloat.

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for a cost comparison between Xero and Sage for a small distribution company that needs reliable inventory counts without enterprise level bloat.
3 real searches · 1 real-search pass
2026 Xero US pricing plans inventory tracking features official pricingGoogle ↗
OBSERVEDComparison
2026 Sage 50 US pricing inventory management features official pricingGoogle ↗
OBSERVEDOther / navigational
Xero vs Sage 50 inventory management small distribution company comparisonGoogle ↗
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 / navigational33%Comparison67%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
2026 Xero US pricing plans inventory tracking features official pricing Google ↗
2026 Sage 50 US pricing inventory management features official pricing Google ↗
Xero vs Sage 50 inventory management small distribution company comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Xero US pricing plans inventory tracking features official pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 Sage 50 US pricing inventory management features official pricing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Xero vs Sage 50 inventory management small distribution company comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1