Real ChatGPT answer · index seeduzXTn335o90completeMarketing and advertising · AI search and generative engine optimizationbrand
My digital marketing agency quoted three thousand dollars a month for AI search optimization, but is that a fair price for a regional plumbing contractor?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My digital marketing agency quoted three thousand dollars a month for AI search optimization, but is that a fair price for a regional plumbing contractor?
2 real searches · 1 real-search pass
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)
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
2026 AI SEO agency pricing monthly retainers local business SEO pricing plumbing contractor local SEO costs Google ↗
AI search optimization GEO services pricing monthly retainer deliverables local business 2026 Google ↗
- How Much Does Local SEO Cost for Contractors in 2026? · buildatlas.ai
- Plumbing SEO Pricing, Cost & Packages 2026: What to Pay · plumbingseo.agency
- GEO & AEO Pricing Statistics: 2026 Report · firstpagesage.com
- Houston AI Search Optimization · pageclub.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 AI SEO agency pricing monthly retainers local business SEO pricing plumbing contractor local SEO costs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AI search optimization GEO services pricing monthly retainer deliverables local business 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |