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What AI Says About Harbor Light Planning | Parse

Brands
Harbor Light Planning

BrandsHarbor Light Planning

Harbor Light Planning in AI answers

Data as of Sep 19, 2026 · Based on 3,321,027 AI responses across 10,525 prompts · See how Parse measures this

Mention rate over time

5%3.3%1.7%0%

Sep 13Sep 15Sep 17Sep 19

Fee-Only Fiduciary Financial Planners0.0%

Fee-Only Fiduciary Financial Planners: Sep 13 0.0%, Sep 14 0.0%, Sep 15 0.0%, Sep 16 0.0%, Sep 17 0.0%, Sep 18 0.0%, Sep 19 0.0%

Where AI skips Harbor Light Planning

6 of 6 measured questions

Follow to see the 6 questions AI answers without Harbor Light Planning

Questions where AI mentions Harbor Light Planning

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Mention rate
7%
Excerpts where Harbor Light Planning appeared in the AI's answer
ChatGPT Search · excerpt
Harbor Light Planning — Royal Oak. Fee-only planning and tax-focused advice, with the firm stating that it does not sell financial products.

Harbor Light Planningharborlightplanning.com · Low evidence

Parse Score

9

#171 of 262 in Fee-Only Fiduciary Financial Planners

The market map · 5 of 100 labelled

Fee-Only Fiduciary Financial Planners →

Where Harbor Light Planning ranks in AI

Fee-Only Fiduciary Financial Planners#171