Real ChatGPT answer · index seedLc90SSP3vuUcompleteMarketing and advertising · local marketingcomparison

Can you compare the real costs of using Bark versus Thumbtack to find local marketing clients on a tight budget without wasting money on bad leads

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the real costs of using Bark versus Thumbtack to find local marketing clients on a tight budget without wasting money on bad leads
2 real searches · 1 real-search pass
Bark Pro pricing credits cost per lead official 2026 marketing services leadsGoogle ↗
OBSERVEDOther / navigational
Thumbtack pricing how pros pay leads direct leads budget official 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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

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
Bark Pro pricing credits cost per lead official 2026 marketing services leads Google ↗
Thumbtack pricing how pros pay leads direct leads budget official 2026 Google ↗
  1. Bark.com Pricing · bark.com
  2. Understanding lead pricing · help.bark.com
  3. Pros · thumbtack.com
  4. How to set the right lead budget as a new pro · community.thumbtack.com
  5. How Much Does Thumbtack Charge for Leads? Pricing, Refunds · contractorreferralpartners.com
  6. Is Thumbtack Worth It for Contractors? 2026 Math · djcontractormarketing.com
  7. Thumbtack Lead Cost Calculator · tacktoolspro.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Bark Pro pricing credits cost per lead official 2026 marketing services leads
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Thumbtack pricing how pros pay leads direct leads budget official 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1