Real ChatGPT answer · index seedaOyx0jxgzLgcompleteMarketing and advertising · SEOcomparison

Between Majestic and LinkResearchTools which competitor backlink analysis tool is easier to learn for a busy parent running an at-home marketing consultancy

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

The searches the AI actually ran for this prompt.

SEED QUERY
Between Majestic and LinkResearchTools which competitor backlink analysis tool is easier to learn for a busy parent running an at-home marketing consultancy
2 real searches · 1 real-search pass
Majestic SEO backlink analysis features Site Explorer Trust Flow official guide learning curveGoogle ↗
OBSERVEDComparison
LinkResearchTools backlink analysis features official tutorials Link Detox competitive link analysisGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Majestic SEO backlink analysis features Site Explorer Trust Flow official guide learning curve Google ↗
LinkResearchTools backlink analysis features official tutorials Link Detox competitive link analysis Google ↗
  1. SEO Backlink Checker & Link Building Toolset · majestic.com
  2. Majestic Help Centre · majestic.com
  3. Site Explorer Tutorial - · blog.majestic.com
  4. What is LRT? · smart.linkresearchtools.com
  5. Backlink Analysis · linkresearchtools.com
  6. The LRT Difference · smart.linkresearchtools.com
  7. Majestic official website · majestic.com
  8. LinkResearchTools official website · linkresearchtools.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Majestic SEO backlink analysis features Site Explorer Trust Flow official guide learning curve
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
LinkResearchTools backlink analysis features official tutorials Link Detox competitive link analysis
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1