Real ChatGPT answer · index seedPLIxwf7zxrYcompleteMarketing and advertising · SEOcomparison

Compare the true total cost of implementation for Botify versus seoClarity when accounting for mandatory onboarding fees for a bootstrap startup.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the true total cost of implementation for Botify versus seoClarity when accounting for mandatory onboarding fees for a bootstrap startup.
3 real searches · 1 real-search pass
Botify pricing onboarding implementation fee mandatory onboarding cost enterprise SEO platformGoogle ↗
OBSERVEDComparison
seoClarity pricing onboarding implementation fee mandatory onboarding cost platformGoogle ↗
OBSERVEDOther / navigational
Botify vs seoClarity pricing startup contract minimum annual cost onboardingGoogle ↗
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). 2 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
Botify pricing onboarding implementation fee mandatory onboarding cost enterprise SEO platform Google ↗
seoClarity pricing onboarding implementation fee mandatory onboarding cost platform Google ↗
Botify vs seoClarity pricing startup contract minimum annual cost onboarding Google ↗
  1. Enterprise SEO Software: Prices, Crawl Limits, AI (2026) · christopholivierconsulting.com
  2. Botify Software Pricing & Plans 2026: See Your Cost · vendr.com
  3. Pricing · seoclarity.net
  4. Botify Pricing 2026 · g2.com
  5. Botify Subscription Plans · support.botify.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Botify pricing onboarding implementation fee mandatory onboarding cost enterprise SEO platform
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
seoClarity pricing onboarding implementation fee mandatory onboarding cost platform
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Botify vs seoClarity pricing startup contract minimum annual cost onboarding
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1