Real ChatGPT answer · index seedsZ6dxPosOYIcompleteMarketing and advertising · social media marketingcommercial

What are the proven Instagram algorithm ranking factors for Reels right now that cost nothing to implement for a local retail brand?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the proven Instagram algorithm ranking factors for Reels right now that cost nothing to implement for a local retail brand?
2 real searches · 1 real-search pass
Instagram official how ranking works Reels signals watch time likes sends shares 2025 2026 Adam MosseriGoogle ↗
OBSERVEDReason
Instagram creators ranking explained Reels recommendations original content watermarks 2025 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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%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 official how ranking works Reels signals watch time likes sends shares 2025 2026 Adam Mosseri Google ↗
Instagram creators ranking explained Reels recommendations original content watermarks 2025 official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Instagram official how ranking works Reels signals watch time likes sends shares 2025 2026 Adam Mosseri
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Instagram creators ranking explained Reels recommendations original content watermarks 2025 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1