Real ChatGPT answer · index seede1tO84UA4lwcompleteB2B software · ecommerce platformslocal

I need to book an audit with a San Diego based web development firm to review our custom checkout design process and conversion drop-offs.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I need to book an audit with a San Diego based web development firm to review our custom checkout design process and conversion drop-offs.
4 real searches · 1 real-search pass
San Diego web development agency ecommerce UX audit conversion rate optimization checkout optimization custom checkout designGoogle ↗
OBSERVEDReason
web development agencies ecommerce UX audit conversion rate optimization checkout designGoogle ↗
OBSERVEDComparison
Shopify checkout optimization agencyGoogle ↗
OBSERVEDOther / navigational
custom ecommerce development firm UX CROGoogle ↗
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 / navigational50%Comparison25%ConsequenceReason25%DefinitionInstructionYes / 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
San Diego web development agency ecommerce UX audit conversion rate optimization checkout optimization custom checkout design Google ↗
web development agencies ecommerce UX audit conversion rate optimization checkout design Google ↗
Shopify checkout optimization agency Google ↗
custom ecommerce development firm UX CRO Google ↗
  1. Explore Theory Digital · theorydev.co
  2. Contact OPAMACORE · opamacore.com
  3. Book a conversation with Axamo · axamo.co

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
San Diego web development agency ecommerce UX audit conversion rate optimization checkout optimization custom checkout design
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
web development agencies ecommerce UX audit conversion rate optimization checkout design
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Shopify checkout optimization agency
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
custom ecommerce development firm UX CRO
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1