Real ChatGPT answer · index seedCNLlxfOPfuYcompleteMarketing and advertising · SEOlocal

How much does a professional Shopify SEO audit typically cost for an e-commerce startup based in Somerville, and who are the most budget-friendly agencies?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does a professional Shopify SEO audit typically cost for an e-commerce startup based in Somerville, and who are the most budget-friendly agencies?
4 real searches · 1 real-search pass
budget-friendly Shopify SEO audit agencies Somerville Boston Massachusetts pricing Shopify SEO consultantGoogle ↗
OBSERVEDComparison
Shopify SEO agenciesGoogle ↗
OBSERVEDComparison
ecommerce SEO consultantsGoogle ↗
OBSERVEDComparison
small digital marketing agencies SEOGoogle ↗
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 (4)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
budget-friendly Shopify SEO audit agencies Somerville Boston Massachusetts pricing Shopify SEO consultant Google ↗
Shopify SEO agencies Google ↗
ecommerce SEO consultants Google ↗
small digital marketing agencies SEO Google ↗
  1. wpministry.co · wpministry.co
  2. sempite.com · sempite.com
  3. perfectevolution.com · perfectevolution.com
  4. digitalkarbon.com · digitalkarbon.com
  5. pixelcove.co · pixelcove.co
  6. About Pixelcove · pixelcove.co

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
budget-friendly Shopify SEO audit agencies Somerville Boston Massachusetts pricing Shopify SEO consultant
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Shopify SEO agencies
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
ecommerce SEO consultants
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
small digital marketing agencies SEO
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1