Real ChatGPT answer · index seedsz6aWCTrJ6AcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

What are the current industry benchmarks for the cost of outsourcing AI search optimization services for an e-commerce brand

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current industry benchmarks for the cost of outsourcing AI search optimization services for an e-commerce brand
3 real searches · 1 real-search pass
2026 AI search optimization agency pricing ecommerce GEO AEO services monthly retainer benchmarks costGoogle ↗
OBSERVEDComparison
generative engine optimization pricing agency monthly retainer 2026 ecommerceGoogle ↗
OBSERVEDOther / navigational
AI SEO services pricing ecommerce agency cost 2025 2026Google ↗
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 / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
2026 AI search optimization agency pricing ecommerce GEO AEO services monthly retainer benchmarks cost Google ↗
generative engine optimization pricing agency monthly retainer 2026 ecommerce Google ↗
AI SEO services pricing ecommerce agency cost 2025 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 AI search optimization agency pricing ecommerce GEO AEO services monthly retainer benchmarks cost
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
generative engine optimization pricing agency monthly retainer 2026 ecommerce
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
AI SEO services pricing ecommerce agency cost 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1