CompanyGPT
AI powered thematic company screener
Consensus
A search engine that finds you answers in scientific papers
Updated February 2026
| CompanyGPT | Consensus | |
|---|---|---|
| Rating | 3.7★ | 5.0★ |
| Reviews | 3 | 12 |
| Pros | 0 | 10 |
| FactScore™ | 22.1 | 55.7 |
FactScore™ Comparison
FactScore™ weighs both quality (rating) and popularity (reviews) for a fairer ranking than stars alone.
Pros & Cons
Only in CompanyGPT — Pros
No unique pros listedBoth tools — Pros
—Only in Consensus — Pros
Evidence-backed search results Trustworthy answers Scientific-based answers Superior to Google Scholar Clean UI Clickable links to studies Data-driven insights Relevant results Transparency and inclusivity User-friendly platformOnly in CompanyGPT — Cons
—Both tools — Cons
—Only in Consensus — Cons
Early stage development Lack of date filteringDetails
| CompanyGPT | Consensus | |
|---|---|---|
| Categories | Data analysis tools, Business intelligence software | Knowledge base software, Data analysis tools, Search |
| Platforms | Web | Web |
| Became Popular | August 23, 2023 | September 8, 2022 |
| Website | crustdata.com | consensus.app |
Who Should Pick Which?
Choose CompanyGPT if...
- No unique pros listed
Choose Consensus if...
- Evidence-backed search results
- Trustworthy answers
- Scientific-based answers
With a FactScore™ of 22.1 vs 55.7, Consensus leads in community reception. CompanyGPT uniquely offers No unique pros listed, while Consensus stands out for Evidence-backed search results and Trustworthy answers.
What Users Say
CompanyGPT
I can't even sign up! there is no sign up link nor a pricing page
This looks like it could be a very promising platform for finding customers for our job board software–already spent hours researching and will keep this in mind for future research!
Interesante informacion para maximizar resultados
Consensus
This works like a dream. I'll give you a concrete example... As a parent of a child with multiple special needs, we are always looking for answers we can trust. But when you ask Google for answers,...
Congrats on the launch! It's really helpful, I used to try via prompts in chat asking GPT to give answers based on research papers. But I would check the answers by asking for the title of the arti...
Congratulations on the launch, @eols76 ! It's wonderful to see makers taking a problem (ChatGPT returning source links that are dead-ends) and turning it into a useful solution for users. I'm sure ...
Related Comparisons
Frequently Asked Questions
Which is better, CompanyGPT or Consensus?
Based on FactScore™, Consensus leads with a score of 55.7 vs 22.1. Consensus has a higher rating of 5.0★ compared to 3.7★.
What are the pros of CompanyGPT compared to Consensus?
CompanyGPT uniquely offers: No unique pros listed.
What are the pros of Consensus compared to CompanyGPT?
Consensus uniquely offers: Evidence-backed search results, Trustworthy answers, Scientific-based answers, Superior to Google Scholar, Clean UI.
Is CompanyGPT better rated than Consensus?
CompanyGPT is rated 3.7★ from 3 reviews. Consensus is rated 5.0★ from 12 reviews.
What is the FactScore™ of CompanyGPT and Consensus?
FactScore™ weighs rating and review volume together. CompanyGPT scores 22.1 and Consensus scores 55.7.
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