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How does SEMrush competitor keyword research stack up against SpyFu for a college budget since I need accurate traffic estimates for my final presentation

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does SEMrush competitor keyword research stack up against SpyFu for a college budget since I need accurate traffic estimates for my final presentation
3 real searches · 1 real-search pass
Semrush pricing student discount competitor keyword research traffic estimates methodology official 2026Google ↗
OBSERVEDComparison
SpyFu pricing plans competitor keyword research traffic estimates methodology official 2026Google ↗
OBSERVEDComparison
Semrush vs SpyFu traffic estimate accuracy comparison independent reviewGoogle ↗
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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
Semrush pricing student discount competitor keyword research traffic estimates methodology official 2026 Google ↗
SpyFu pricing plans competitor keyword research traffic estimates methodology official 2026 Google ↗
Semrush vs SpyFu traffic estimate accuracy comparison independent review Google ↗
  1. SEO & AI Search Plans and Pricing · semrush.com
  2. Quick introduction to SpyFu · help.spyfu.com
  3. More Answers About our Pricing and Plans · help.spyfu.com
  4. Best SEO Tools 2026: 9 Providers Tested and Ranked · experte.com
  5. SEO Keyword Research · enterprise.semrush.com
  6. Search Visibility Share · enterprise.semrush.com
  7. How accurate is SpyFu? · help.spyfu.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Semrush pricing student discount competitor keyword research traffic estimates methodology official 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
SpyFu pricing plans competitor keyword research traffic estimates methodology official 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Semrush vs SpyFu traffic estimate accuracy comparison independent review
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1