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Is Alignable more effective than Facebook Groups for local small business owners looking to trade guest blogging opportunities?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Alignable more effective than Facebook Groups for local small business owners looking to trade guest blogging opportunities?
2 real searches · 1 real-search pass
Alignable small business networking referrals groups features guest blogging opportunities comparison Facebook GroupsGoogle ↗
OBSERVEDComparison
Facebook Groups business networking guest blogging collaboration local small businesses best practices Alignable reviewsGoogle ↗
OBSERVEDReason

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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Alignable small business networking referrals groups features guest blogging opportunities comparison Facebook Groups Google ↗
Facebook Groups business networking guest blogging collaboration local small businesses best practices Alignable reviews Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Alignable small business networking referrals groups features guest blogging opportunities comparison Facebook Groups
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Facebook Groups business networking guest blogging collaboration local small businesses best practices Alignable reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1