Real ChatGPT answer · index seed246KTdI13AwcompleteMarketing and advertising · marketing agenciescomparison

Are white label SEO resellers actually reliable or are they going to ruin my agency reputation with spammy link building tactics?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are white label SEO resellers actually reliable or are they going to ruin my agency reputation with spammy link building tactics?
2 real searches · 1 real-search pass
Google Search Central spam policies link spam paid links site reputation abuse scaled content abuse documentationGoogle ↗
OBSERVEDReason
white label SEO reseller agency vetting link building transparency case studies reviews risksGoogle ↗
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
Google Search Central spam policies link spam paid links site reputation abuse scaled content abuse documentation Google ↗
white label SEO reseller agency vetting link building transparency case studies reviews risks Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central spam policies link spam paid links site reputation abuse scaled content abuse documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
white label SEO reseller agency vetting link building transparency case studies reviews risks
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1