My small roofing company is trying to decide whether to put our last thousand dollars into local SEO or PPC ads for the upcoming quarter. Can you compare current costs and conversion timelines?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My small roofing company is trying to decide whether to put our last thousand dollars into local SEO or PPC ads for the upcoming quarter. Can you compare current costs and conversion timelines?
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 roofing contractor Google Ads cost per click average CPC cost per lead local SEO pricing timeline results small business Google ↗
2026 local SEO pricing small business Google Business Profile SEO results timeline 3 to 6 months Google ↗
- How Much Does Local SEO Cost? 2026 Small Business Pricing · optihole.com
- How Long Does SEO Take for a Local Business? · sitehike.com
- Roofing Google Ads CPC 2026: Clicks Cost $6.22 on Average · suffdigital.com
- Google Ads for Roofing Companies: CPL & Data · webtonic.io
- Roofing Leads: How to Get Them and What They Cost (2026) · unitrick.com
- How Long Local SEO Actually Takes: Data from 200 Small Businesses · my.koira.ai
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 roofing contractor Google Ads cost per click average CPC cost per lead local SEO pricing timeline results small business OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 local SEO pricing small business Google Business Profile SEO results timeline 3 to 6 months OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |