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Which online tools are best for evaluating a startup equity offer so I can make sure the stock options are actually worth the risk for my family?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which online tools are best for evaluating a startup equity offer so I can make sure the stock options are actually worth the risk for my family?
4 real searches · 1 real-search pass
best startup equity offer evaluation tools stock options calculator dilution 409A Secfi Carta 2026Google ↗
OBSERVEDComparison
Carta equity compensation calculator startup stock options exercise cost dilution guideGoogle ↗
OBSERVEDInstruction
Secfi startup equity calculator stock options taxes exercise costGoogle ↗
OBSERVEDOther / navigational
startup stock options offer evaluation tools EquityBee calculator ESO tax guideGoogle ↗
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 (4)
Short factOther / navigational25%Comparison50%ConsequenceReasonDefinitionInstruction25%Yes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
best startup equity offer evaluation tools stock options calculator dilution 409A Secfi Carta 2026 Google ↗
Carta equity compensation calculator startup stock options exercise cost dilution guide Google ↗
Secfi startup equity calculator stock options taxes exercise cost Google ↗
startup stock options offer evaluation tools EquityBee calculator ESO tax guide Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best startup equity offer evaluation tools stock options calculator dilution 409A Secfi Carta 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Carta equity compensation calculator startup stock options exercise cost dilution guide
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Secfi startup equity calculator stock options taxes exercise cost
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
startup stock options offer evaluation tools EquityBee calculator ESO tax guide
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1