Real ChatGPT answer · index seedR9ksDkOVh5McompleteCareers and HR · layoffs and severancecommercial

What are the best financial planning firms that specialize in managing sudden cash flow drops after a major tech layoff?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best financial planning firms that specialize in managing sudden cash flow drops after a major tech layoff?
3 real searches · 1 real-search pass
financial planning firms tech employees layoffs severance equity compensation job loss financial planning advice fiduciaryGoogle ↗
OBSERVEDConsequence
financial planners specialize tech workers stock compensation severance career transition cash flow planning firmsGoogle ↗
OBSERVEDComparison
Facet financial planning job loss severance cash flow planning XY Planning Network CFP fee onlyGoogle ↗
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)
Short factOther / navigationalComparison67%Consequence33%ReasonDefinitionInstructionYes / no

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
financial planning firms tech employees layoffs severance equity compensation job loss financial planning advice fiduciary Google ↗
financial planners specialize tech workers stock compensation severance career transition cash flow planning firms Google ↗
Facet financial planning job loss severance cash flow planning XY Planning Network CFP fee only Google ↗
  1. 16/18 Wealth – Tech Layoff Planning · 1618wealth.com
  2. Mercer – Career Transition Planning · merceradvisors.com
  3. Financial Advisors for Tech Professionals · merceradvisors.com
  4. Titan – Career Transitions · titan.com
  5. Modern Financial Planning · modernfp.com
  6. The Firm · modernfp.com
  7. Facet Financial Planning · facet.com
  8. TwoTen Planning · twotenplanning.com
  9. FAQ · twotenplanning.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
financial planning firms tech employees layoffs severance equity compensation job loss financial planning advice fiduciary
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
financial planners specialize tech workers stock compensation severance career transition cash flow planning firms
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Facet financial planning job loss severance cash flow planning XY Planning Network CFP fee only
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1