Real ChatGPT answer · index seedhKXPnHS2bEkcompleteMarketing and advertising · marketing agenciescommercial

Looking for honest reviews on whether Ahrefs recent pricing changes make Semrush the smarter choice for a budget constrained digital marketing startup

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for honest reviews on whether Ahrefs recent pricing changes make Semrush the smarter choice for a budget constrained digital marketing startup
3 real searches · 1 real-search pass
Ahrefs pricing changes 2026 plans limits pricing Semrush comparisonGoogle ↗
OBSERVEDComparison
Ahrefs pricing complaints pricing changes Reddit 2025 2026 Semrush alternatives reviewsGoogle ↗
OBSERVEDReason
Semrush pricing 2026 plans limits SEO toolkit officialGoogle ↗
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 / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Ahrefs pricing changes 2026 plans limits pricing Semrush comparison Google ↗
Ahrefs pricing complaints pricing changes Reddit 2025 2026 Semrush alternatives reviews Google ↗
Semrush pricing 2026 plans limits SEO toolkit official Google ↗
  1. Plans & Pricing · ahrefs.com
  2. SEO & AI Search Plans and Pricing · semrush.com
  3. Official website · seranking.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs pricing changes 2026 plans limits pricing Semrush comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ahrefs pricing complaints pricing changes Reddit 2025 2026 Semrush alternatives reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Semrush pricing 2026 plans limits SEO toolkit official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1