Real ChatGPT answer · index seedcfW2m5okqh4completeMarketing and advertising · SEOcomparison

Compare Helium 10 and Viral Launch for doing reverse ASIN lookups to crack the Amazon SEO ranking algorithm for private label cosmetics.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Helium 10 and Viral Launch for doing reverse ASIN lookups to crack the Amazon SEO ranking algorithm for private label cosmetics.
3 real searches · 1 real-search pass
Helium 10 Cerebro reverse ASIN lookup features keyword research rank tracker official 2026Google ↗
OBSERVEDOther / navigational
Viral Launch reverse ASIN competitor keyword research features keyword research tool official 2026Google ↗
OBSERVEDComparison
Helium 10 vs Viral Launch reverse ASIN comparison cosmetics Amazon seller reviewsGoogle ↗
OBSERVEDComparison

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 (3)
Short factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Helium 10 Cerebro reverse ASIN lookup features keyword research rank tracker official 2026 Google ↗
Viral Launch reverse ASIN competitor keyword research features keyword research tool official 2026 Google ↗
Helium 10 vs Viral Launch reverse ASIN comparison cosmetics Amazon seller reviews Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Helium 10 Cerebro reverse ASIN lookup features keyword research rank tracker official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Viral Launch reverse ASIN competitor keyword research features keyword research tool official 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Helium 10 vs Viral Launch reverse ASIN comparison cosmetics Amazon seller reviews
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1