Real ChatGPT answer · index seed4PhEXn8nMN8completeHome services and improvement · cleaning servicescomparison

Is Angi Leads or Thumbtack Pro a more worthwhile investment for a new commercial cleaning startup trying to acquire its first twenty clients?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Angi Leads or Thumbtack Pro a more worthwhile investment for a new commercial cleaning startup trying to acquire its first twenty clients?
3 real searches · 1 real-search pass
Angi Leads pricing how leads charged contractors commercial cleaning 2026Google ↗
OBSERVED
Thumbtack Pro pricing lead costs commercial cleaning janitorial 2026Google ↗
OBSERVED
Angi vs Thumbtack commercial cleaning business leads contractors reviews lead qualityGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Angi Leads pricing how leads charged contractors commercial cleaning 2026 Google ↗
Thumbtack Pro pricing lead costs commercial cleaning janitorial 2026 Google ↗
Angi vs Thumbtack commercial cleaning business leads contractors reviews lead quality Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Angi Leads pricing how leads charged contractors commercial cleaning 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Thumbtack Pro pricing lead costs commercial cleaning janitorial 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Angi vs Thumbtack commercial cleaning business leads contractors reviews lead quality
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1