Real ChatGPT answer · index seedYLqcXQV6fJccompleteMarketing and advertising · content marketingcommercial

Compare the top three content audit tools for small business owners who do not have an advanced background in technical SEO.

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the top three content audit tools for small business owners who do not have an advanced background in technical SEO.
4 real searches · 1 real-search pass
best content audit tools small business nontechnical Semrush Content Audit Ahrefs Site Audit SE Ranking content audit features pricing 2026Google ↗
OBSERVEDComparison
Semrush Content Audit tool official documentation content audit pages metrics recommendationsGoogle ↗
OBSERVEDOther / navigational
Ahrefs content audit tool official content audit features site audit pricingGoogle ↗
OBSERVEDOther / navigational
SE Ranking website audit content audit tool official features pricingGoogle ↗
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 (4)
Short factOther / navigational75%Comparison25%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
best content audit tools small business nontechnical Semrush Content Audit Ahrefs Site Audit SE Ranking content audit features pricing 2026 Google ↗
Semrush Content Audit tool official documentation content audit pages metrics recommendations Google ↗
Ahrefs content audit tool official content audit features site audit pricing Google ↗
SE Ranking website audit content audit tool official features pricing Google ↗
  1. semrush.com · semrush.com
  2. SEO Toolkit Pricing and Limits · semrush.com
  3. Your Semrush Questions, Answered · semrush.com
  4. Best Content Audit Tools (2026): Ranked & Scored · smarterranking.com
  5. surferseo.com · surferseo.com
  6. Surfer · surferseo.com
  7. Getting Started with Audit · docs.surferseo.com
  8. Content Score in Content Audit Explained · docs.surferseo.com
  9. morningscore.io · morningscore.io
  10. Pricing and plans starting at $69/mo · morningscore.io
  11. The 10 Best SEO Audit Tools in 2026 · zapier.com
  12. Pricing and plans starting at $69/mo · morningscore.io
  13. Google Search Console – Get started · search.google.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best content audit tools small business nontechnical Semrush Content Audit Ahrefs Site Audit SE Ranking content audit features pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Semrush Content Audit tool official documentation content audit pages metrics recommendations
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Ahrefs content audit tool official content audit features site audit pricing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
SE Ranking website audit content audit tool official features pricing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1