Real ChatGPT answer · index seedOHMlX8XFyzEcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
Compare the pricing and keyword optimization capabilities of the top three AI SEO platforms for e-commerce sites.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the pricing and keyword optimization capabilities of the top three AI SEO platforms for e-commerce sites.
2 real searches · 1 real-search pass
2026 AI SEO platforms ecommerce pricing keyword research optimization Semrush Surfer SEO Ahrefs official pricingGoogle ↗
OBSERVEDComparison
Semrush pricing keyword research ecommerce SEO features official; Ahrefs pricing keywords explorer ecommerce SEO; Surfer SEO pricing keyword research content optimization ecommerceGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 2 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
2026 AI SEO platforms ecommerce pricing keyword research optimization Semrush Surfer SEO Ahrefs official pricing Google ↗
Semrush pricing keyword research ecommerce SEO features official; Ahrefs pricing keywords explorer ecommerce SEO; Surfer SEO pricing keyword research content optimization ecommerce Google ↗
- SEO & AI Search Plans and Pricing · semrush.com
- Plans & Pricing · ahrefs.com
- Plans & Pricing · ahrefs.com
- Positive Surfer · surferseo.com
- Positive Surfer · surferseo.com
- Semrush for retail & ecommerce · semrush.com
- Ahrefs FAQ · ahrefs.com
- Where to find all of Ahrefs' AI-powered tools and features · help.ahrefs.com
- Search marketing · ahrefs.com
- Surfer · surferseo.com
- Semrush · semrush.com
- Ahrefs · ahrefs.com
- Surfer SEO · surferseo.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 AI SEO platforms ecommerce pricing keyword research optimization Semrush Surfer SEO Ahrefs official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Semrush pricing keyword research ecommerce SEO features official; Ahrefs pricing keywords explorer ecommerce SEO; Surfer SEO pricing keyword research content optimization ecommerce OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |