Real ChatGPT answer · index seedDMehHIe1RhscompleteB2B software · accounting softwarecommercial

Which accounting software provides the best return on investment for a small local service business transitioning away from outdated desktop databases this year

ChatGPTgpt-64 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which accounting software provides the best return on investment for a small local service business transitioning away from outdated desktop databases this year
4 real searches · 1 real-search pass
best small business accounting software 2026 QuickBooks Online Xero Wave pricing features service businessGoogle ↗
OBSERVEDComparison
QuickBooks Online pricing 2026 Simple Start Essentials Plus officialGoogle ↗
OBSERVEDComparison
Xero US pricing 2026 Early Growing Established officialGoogle ↗
OBSERVEDOther / navigational
Wave accounting pricing 2026 Starter Pro 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 / navigational50%Comparison50%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
best small business accounting software 2026 QuickBooks Online Xero Wave pricing features service business Google ↗
QuickBooks Online pricing 2026 Simple Start Essentials Plus official Google ↗
Xero US pricing 2026 Early Growing Established official Google ↗
Wave accounting pricing 2026 Starter Pro official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best small business accounting software 2026 QuickBooks Online Xero Wave pricing features service business
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
QuickBooks Online pricing 2026 Simple Start Essentials Plus official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Xero US pricing 2026 Early Growing Established official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Wave accounting pricing 2026 Starter Pro official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1