Real ChatGPT answer · index seedj9B1xxFyL7YcompleteMarketing and advertising · local marketingcommercial
What do local business owners say about the actual return on investment for Nextdoor sponsored posts versus local Facebook ads
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do local business owners say about the actual return on investment for Nextdoor sponsored posts versus local Facebook ads
3 real searches · 1 real-search pass
small business owners Nextdoor sponsored posts ROI compared Facebook ads reviews RedditGoogle ↗
OBSERVEDComparison
local business owner experience Nextdoor ads cost per lead ROI sponsored postsGoogle ↗
OBSERVEDReason
Facebook local ads small business owner ROI cost per lead versus Nextdoor advertisingGoogle ↗
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)
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
small business owners Nextdoor sponsored posts ROI compared Facebook ads reviews Reddit Google ↗
local business owner experience Nextdoor ads cost per lead ROI sponsored posts Google ↗
Facebook local ads small business owner ROI cost per lead versus Nextdoor advertising Google ↗
- Experience with Nextdoor Ads? · reddit.com
- Ads · reddit.com
- 1.5 Months In, How Can I Advertise Better? · reddit.com
- Nextdoor Ads - are they effective and are they worth it? · reddit.com
- Your Best Marketing Ideas! · community.getjobber.com
- My experience using different marketing strategies as a new business. · reddit.com
- How Nextdoor Compares to FB, Google, and Others As An Acquisition Channel · bmg360.com
- Nextdoor Performed Competitively Compared to Facebook for a Home Services Brand · business.nextdoor.com
- Small Business Owners on Nextdoor: Understanding America's Most Influential Local Decision-Makers · blog.nextdoor.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
small business owners Nextdoor sponsored posts ROI compared Facebook ads reviews Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
local business owner experience Nextdoor ads cost per lead ROI sponsored posts OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Facebook local ads small business owner ROI cost per lead versus Nextdoor advertising OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |