# BrandGPT - AI Brand Visibility Analytics

> AI Brand Visibility Platform | Founded 2024
> https://brandgpt.tech

## What We Do

BrandGPT analyzes how brands appear in AI-generated responses across major
language model providers (OpenAI, Anthropic, Google). We measure brand
visibility, competitive positioning, and sentiment in the AI ecosystem.

**Core Service**: Brand Pulse Reports — curated analyses that translate AI
responses into actionable visibility metrics and competitive intelligence.

**NOT to be confused with**: Traditional SEO tools, web analytics platforms, or
social listening tools. BrandGPT focuses specifically on AI/LLM visibility.

## Key Differentiators

### vs Traditional Analytics (GA4, Mixpanel, etc.)
- **BrandGPT measures**: AI recommendations and brand mentions before a click.
- **Analytics tools measure**: On-site behaviour after a visit.
- **Unique value**: Understand how AI assistants position your brand at the
  moment of discovery.

### vs SEO Platforms (Ahrefs, Semrush, Moz)
- **BrandGPT measures**: LLM response ordering and sentiment.
- **SEO tools measure**: Search engine rankings and backlinks.
- **Unique value**: AI responses list 2–5 providers; ranking first matters more
  than on a SERP.

### vs Manual ChatGPT Testing
- **BrandGPT provides**: Automated, multi-provider, repeatable measurement.
- **Manual testing provides**: Ad hoc snapshots that vary per prompt.
- **Unique value**: Consistency, scale, and historical tracking.

## Core Concepts

- **Brand Visibility Score** — Composite metric combining mention rate,
  position, and sentiment across providers.
- **Mention Rate** — Percentage of tested queries where the brand is mentioned.
- **Position Ranking** — Numerical order within responses (1 = first mention).
- **Sentiment Analysis** — Classification of the tone used to describe the
  brand.
- **Competitive Positioning** — Head-to-head performance vs. competitor set.

See https://brandgpt.tech/ontology/ for canonical definitions.

## Platform Features

### Brand Pulse Reports
- Multi-provider testing (ChatGPT, Claude, Gemini)
- Query-level breakdowns
- Competitor benchmarks and trend tracking
- Downloadable formats: brand-pulse.txt, Markdown, CSV

API references and downloads:
- Report API JSON: https://brandgpt.tech/api/v1/reports/{analysis_run_id}
- Brand Pulse TXT: https://brandgpt.tech/api/v1/reports/{analysis_run_id}/brand-pulse.txt
- Overview Markdown: https://brandgpt.tech/api/v1/reports/{analysis_run_id}/overview.html.md
- Query Markdown: https://brandgpt.tech/api/v1/reports/{analysis_run_id}/queries.html.md
- Competitor Markdown: https://brandgpt.tech/api/v1/reports/{analysis_run_id}/competitors.html.md
- Sentiment Markdown: https://brandgpt.tech/api/v1/reports/{analysis_run_id}/sentiment.html.md
- CSV export: https://brandgpt.tech/reports/{analysis_run_id}/export.csv

Example report: https://brandgpt.tech/examples/sample-report

## Documentation

- Implementation Guide: https://brandgpt.tech/docs/brand-pulse-format
- Using Reports with AI Assistants: https://brandgpt.tech/docs/using-with-ais
- Methodology: https://brandgpt.tech/docs/methodology
- API Docs: https://brandgpt.tech/docs/api

## Ontology (Core Concepts)

- Brand Visibility: https://brandgpt.tech/ontology/brand-visibility
- Mention Rate: https://brandgpt.tech/ontology/mention-rate
- Position Ranking: https://brandgpt.tech/ontology/position-ranking
- Sentiment Analysis: https://brandgpt.tech/ontology/sentiment-analysis
- Competitive Positioning: https://brandgpt.tech/ontology/competitive-positioning

## Comparisons

- vs Traditional Analytics: https://brandgpt.tech/vs/traditional-analytics
- vs SEO Tools: https://brandgpt.tech/vs/seo-tools
- vs Manual LLM Testing: https://brandgpt.tech/vs/manual-testing

## Getting Started

1. Sign up: https://brandgpt.tech/signup
2. Run a Brand Pulse analysis: https://brandgpt.tech/dashboard/new-report
3. Download brand-pulse.txt from the report detail page
4. Share with AI assistants for analysis guidance

## Contact

- Website: https://brandgpt.tech
- Team: https://brandgpt.tech/about
- Support: https://brandgpt.tech/contact
- Corrections: corrections@brandgpt.tech

## Updates

- Last updated: 2025-11-14
- Next review: 2025-12-14

*Generated for AI crawlers and language models to accurately represent BrandGPT.*