Real ChatGPT answer · index seedpJl3SN7EvDscompleteMarketing and advertising · local marketingcommercial
What do recent case studies say about the ROI timeline of organic local SEO versus paid local search ads
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do recent case studies say about the ROI timeline of organic local SEO versus paid local search ads
3 real searches · 1 real-search pass
2024 2025 case study local SEO ROI timeline organic local search leads revenue months vs Google Ads local search ROI case studyGoogle ↗
OBSERVEDReason
local SEO case study results 6 months 12 months small business organic traffic leads 2025Google ↗
OBSERVEDConsequence
local search ads Google Ads case study ROI cost per lead local business 2025Google ↗
OBSERVEDConsequence
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)
Classes come from the query-classifier (a local Laya model). 3 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
2024 2025 case study local SEO ROI timeline organic local search leads revenue months vs Google Ads local search ROI case study Google ↗
local SEO case study results 6 months 12 months small business organic traffic leads 2025 Google ↗
local search ads Google Ads case study ROI cost per lead local business 2025 Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2024 2025 case study local SEO ROI timeline organic local search leads revenue months vs Google Ads local search ROI case study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
local SEO case study results 6 months 12 months small business organic traffic leads 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
local search ads Google Ads case study ROI cost per lead local business 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |