Chit
Chit is an AI reputation intelligence service that uses multiple large language models and public data sources to produce concise reputation reports on companies, summarizing what AI platforms 'think' about vendors and labeling sentiment (e.g., Criticized, Questioned, Trusted, No data).
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Quick Overview
Best for: Research
What it does
AI Tools software for decision-makers comparing workflow fit and alternatives.
Best fit
Research
Pricing snapshot
Pricing available on request
Next step
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Chit
Chit (AI Reputation Intelligence) produces short reputation reports on companies by querying multiple large language models and synthesizing publicly available signals. The site demonstrates reports for vendors at conferences (e.g., Databricks Data + AI Summit) and shows comparative outputs from ChatGPT, Claude, Gemini, and Perplexity. Reports are built from public sources (examples shown: Reddit, Integrate, Meegle, G2) and present summary judgments such as Criticized, Questioned, Trusted, or No data.
Chit is positioned as a practical, professional tool: visitors can request a report by submitting a company URL and email, and the team reviews requests to determine whether there is enough independent public data to generate a meaningful report. The site promises a response within 24 hours after review.
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Multi-model interrogation
The service queries multiple AI platforms (ChatGPT, Claude, Gemini, Perplexity) to compare perspectives and highlight differences in how models characterize a company.
Public-signal sourcing
Reports draw from public sources (the site lists Reddit, Integrate, Meegle, G2) to ground AI responses in independent data.
Categorized reputation outcomes
Findings are summarized into outcome labels such as Criticized, Questioned, Trusted, or No data to give a quick view of perceived reputation.
On-demand company scans
Users can request a report for any company by submitting a URL and email; the team reviews requests before running scans.
Conference-focused snapshots
Example reports demonstrate scouting vendors at events (e.g., Databricks Data + AI Summit) to see what AI systems say before vendor interactions.
Pricing
Current pricing details are not available from the vendor source.
Use Cases
Vendor due diligence at events
Quickly assess how multiple AI systems and public sources perceive vendors you will encounter at conferences or sales outreach.
Ad hoc reputation checks
Run targeted scans on any company to surface aggregated public sentiment and AI-generated summaries before contacting or engaging a vendor.
Comparative AI opinion analysis
Compare outputs from different LLM providers to understand variance in automated reputation signals and identify recurring praise or criticism.
Integrations
ChatGPT (OpenAI)
Used as one of the AI platforms queried for reputation analysis.
Claude (Anthropic)
Included among the LLMs polled to compare opinions.
Gemini (Google)
Queried to gather an additional AI perspective on companies.
Perplexity
Used as a fourth AI platform to provide alternative model outputs.
Public data sources (Reddit, Integrate, Meegle, G2)
Listed sources that Chit uses to ground AI-generated assessments.
Benefits
Limitations
Frequently Asked Questions
How do I request a report?
How long does it take to get a report?
Getting Started
- 1 Step 1: Open the homepage and locate the 'Get The Chit' report form.
- 2 Step 2: Enter the target company URL and your email address and submit a request.
- 3 Step 3: Chit reviews the request (they check for sufficient public data) and will get back to you within 24 hours with the result or next steps.
Support
web form
Use the 'Get The Chit' form on the homepage to request a report or contact the team.
response time
Site promises to check requests and respond within 24 hours.
API
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