Can I trust the salary negotiation advice on Reddit for tech startups or should I use standard guidelines from levels fyi today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I trust the salary negotiation advice on Reddit for tech startups or should I use standard guidelines from levels fyi today?
3 real searches · 1 real-search pass
Levels.fyi salary data startup compensation methodology 2026Google ↗
OBSERVEDShort fact
Levels.fyi 2026 salary compensation data methodology startup equity salary negotiation guideGoogle ↗
OBSERVEDComparison
Reddit tech startup salary negotiation advice equity base salary negotiation experiences 2025 2026Google ↗
OBSERVEDReason
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). 3 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
Levels.fyi salary data startup compensation methodology 2026 Google ↗
Levels.fyi 2026 salary compensation data methodology startup equity salary negotiation guide Google ↗
Reddit tech startup salary negotiation advice equity base salary negotiation experiences 2025 2026 Google ↗
- About Levels.fyi · levels.fyi
- Real-time Compensation Benchmarking, API and MCP · levels.fyi
- salary negotiation reality check question · reddit.com
- Startup Job Negotiation - Asking For More Salary in Lieu of Equity · reddit.com
- New grad SWE/ML offer (startup) · reddit.com
- Negotiating salary - quick guide on how to get more money · reddit.com
- Levels.fyi salary benchmarks · levels.fyi
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Levels.fyi salary data startup compensation methodology 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Levels.fyi 2026 salary compensation data methodology startup equity salary negotiation guide OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Reddit tech startup salary negotiation advice equity base salary negotiation experiences 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |