Real ChatGPT answer · index seed2F11yh2RlAkcompleteMarketing and advertising · local marketingcomparison
Compare BrightLocal citation building tools against Whitespark for managing multi-location franchise NAP consistency across fifty midwest markets with legacy data cleanup.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare BrightLocal citation building tools against Whitespark for managing multi-location franchise NAP consistency across fifty midwest markets with legacy data cleanup.
3 real searches · 1 real-search pass
BrightLocal citation builder citation tracker duplicate suppression location management API bulk locations 2026Google ↗
OBSERVEDOther / navigational
Whitespark citation building service citation cleanup duplicate suppression multi location management 2026Google ↗
OBSERVEDOther / navigational
BrightLocal vs Whitespark citations comparison franchise multi-location NAP consistencyGoogle ↗
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). 1 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
BrightLocal citation builder citation tracker duplicate suppression location management API bulk locations 2026 Google ↗
Whitespark citation building service citation cleanup duplicate suppression multi location management 2026 Google ↗
BrightLocal vs Whitespark citations comparison franchise multi-location NAP consistency Google ↗
- Does BrightLocal provide APIs? · help.brightlocal.com
- Powerful Local SEO APIs for Agencies & Brands · brightlocal.com
- Multi-Location and Enterprise · help.brightlocal.com
- Citation Building & Listing Cleanup that Sparks Joy · whitespark.ca
- The Best Citations in Local Search and Outrank Competitors · whitespark.ca
- Local SEO Tools, Software, & Citation Services · whitespark.ca
- Local Citation Building Service · brightlocal.com
- Pricing: How Much do Whitespark Software & Services Cost? · whitespark.ca
- The Best Yext Alternative — Stop Paying Recurring Fees with Whitespark's Yext Replacement Service · whitespark.ca
- Local Citation Building Best-Practices · whitespark.ca
- Acceptable Google Maps NAP Abbreviations and Variations · whitespark.ca
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
BrightLocal citation builder citation tracker duplicate suppression location management API bulk locations 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Whitespark citation building service citation cleanup duplicate suppression multi location management 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
BrightLocal vs Whitespark citations comparison franchise multi-location NAP consistency OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |