What do reptile keepers online say about the reliability of the Herpstat thermostat by Spyder Robotics compared to cheaper digital thermostats?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do reptile keepers online say about the reliability of the Herpstat thermostat by Spyder Robotics compared to cheaper digital thermostats?
3 real searches · 1 real-search pass
Herpstat Spyder Robotics thermostat reliability reviews reptile keepers Reddit compared cheap digital thermostatGoogle ↗
OBSERVEDComparison
site:reddit.com/r/reptiles Herpstat thermostat reliability cheap thermostatGoogle ↗
OBSERVEDOther / navigational
site:forums reptile Herpstat thermostat failure reliability Spyder RoboticsGoogle ↗
OBSERVEDOther / navigational
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). 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
Herpstat Spyder Robotics thermostat reliability reviews reptile keepers Reddit compared cheap digital thermostat Google ↗
site:reddit.com/r/reptiles Herpstat thermostat reliability cheap thermostat Google ↗
site:forums reptile Herpstat thermostat failure reliability Spyder Robotics Google ↗
- Recommended Thermostat? · reddit.com
- Thermostats · reddit.com
- Herpstat Thermostat Review + Gold-Standard Verdict (2026) · reptilegearlab.com
- Thermostat? · reddit.com
- What’s your favorite thermostat? · reddit.com
- The Herpstat displays a different temp than my equipment. : Spyder Robotics Direct · spyderrobotics.com
- Best dimming thermostat to use for your tanks? · reddit.com
- Reptizoo dimming thermostat doesn’t work · reddit.com
- thermostat options? · reddit.com
- What options do I have for a quality budget thermostat controller? · reddit.com
- thermostat recommendations · reddit.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Herpstat Spyder Robotics thermostat reliability reviews reptile keepers Reddit compared cheap digital thermostat OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
site:reddit.com/r/reptiles Herpstat thermostat reliability cheap thermostat OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:forums reptile Herpstat thermostat failure reliability Spyder Robotics OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |