Real ChatGPT answer · index seedzGyDOoyyxFocompleteMarketing and advertising · social media marketinghowto

Instagram just rolled out a new algorithm update that is tanking our reach. What are the key ranking factors we need to optimize for today to recover?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Instagram just rolled out a new algorithm update that is tanking our reach. What are the key ranking factors we need to optimize for today to recover?
2 real searches · 1 real-search pass
Instagram algorithm update November 2026 ranking factors official Instagram Mosseri reach recommendationsGoogle ↗
OBSERVEDReason
Instagram ranking signals watch time sends likes per reach 2025 2026 Adam Mosseri officialGoogle ↗
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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Instagram algorithm update November 2026 ranking factors official Instagram Mosseri reach recommendations Google ↗
Instagram ranking signals watch time sends likes per reach 2025 2026 Adam Mosseri official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Instagram algorithm update November 2026 ranking factors official Instagram Mosseri reach recommendations
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Instagram ranking signals watch time sends likes per reach 2025 2026 Adam Mosseri official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1