Real ChatGPT answer · index seed8LozohxXsb0completeMarketing and advertising · social media marketinginformational

What specific engagement metrics does the Instagram algorithm look at most closely when deciding to push content to non-followers this month?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What specific engagement metrics does the Instagram algorithm look at most closely when deciding to push content to non-followers this month?
1 real search · 1 real-search pass
Instagram algorithm ranking signals non-followers November 2026 Mosseri sends watch time likes per reach officialGoogle ↗
OBSERVEDConsequence

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 (1)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
Instagram algorithm ranking signals non-followers November 2026 Mosseri sends watch time likes per reach official Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Instagram algorithm ranking signals non-followers November 2026 Mosseri sends watch time likes per reach official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1