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Can you compare the latest feature updates in SEMrush versus Ahrefs for doing a complete keyword gap analysis for a new e-commerce client

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the latest feature updates in SEMrush versus Ahrefs for doing a complete keyword gap analysis for a new e-commerce client
4 real searches · 1 real-search pass
SEMrush latest feature updates 2026 keyword gap tool ecommerce SEO officialGoogle ↗
OBSERVEDComparison
Ahrefs latest feature updates 2026 Content Gap Site Explorer Keywords Explorer officialGoogle ↗
OBSERVEDOther / navigational
SEMrush Keyword Gap tool official features intent missing weak untapped ecommerceGoogle ↗
OBSERVEDOther / navigational
Ahrefs Content Gap tool official Site Explorer keyword opportunitiesGoogle ↗
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
SEMrush latest feature updates 2026 keyword gap tool ecommerce SEO official Google ↗
Ahrefs latest feature updates 2026 Content Gap Site Explorer Keywords Explorer official Google ↗
SEMrush Keyword Gap tool official features intent missing weak untapped ecommerce Google ↗
Ahrefs Content Gap tool official Site Explorer keyword opportunities Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SEMrush latest feature updates 2026 keyword gap tool ecommerce SEO official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ahrefs latest feature updates 2026 Content Gap Site Explorer Keywords Explorer official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
SEMrush Keyword Gap tool official features intent missing weak untapped ecommerce
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Ahrefs Content Gap tool official Site Explorer keyword opportunities
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1