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AI Visibility Scorecard
GPT Researcher
gptr.dev · Technology
Somewhat visible. AI bots can read GPT Researcher, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Apple Intelligence · ChatGPT
#56,666 of 2,636,505 in Technology for AI visibility
6.7
/10
AEO Score
About GPT Researcher
from our crawl and measurement
GPT Researcher, based in Tel Aviv, describes itself simply: "GPT Researcher is an open-source autonomous AI research agent that produces deep, multi-source research reports with inline citations. #1 on Carnegie Mellon's DeepResearchGym...." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (SoftwareApplication, Organization, WebSite), an llms.txt file for AI models, a sitemap.
Our monitoring has logged 5 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
3
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.7/10, GPT Researcher has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is GPT Researcher?
GPT Researcher is an open-source autonomous AI research agent that gathers and validates information from multiple web sources in parallel, then writes a long-form research report with inline citations. It supports any LLM (OpenAI, Anthropic, Google, Mistral, DeepSeek, local via Ollama) and any retriever (Tavily, Bing, Google, DuckDuckGo, SearXNG).
How do I use GPT Researcher with Claude or ChatGPT?
Use the official gptr-mcp Model Context Protocol server (github.com/assafelovic/gptr-mcp). It registers as an MCP server in Claude Desktop, Cursor, ChatGPT custom GPTs, n8n, and any MCP-compatible client, and exposes tools like deep_research, quick_search, and write_report.
Is GPT Researcher free?
Yes. GPT Researcher is MIT-licensed and free to use. The only operating cost is whatever you pay your underlying LLM and search-API providers.
How does GPT Researcher compare to Perplexity or OpenAI Deep Research?
GPT Researcher ranked #1 on Carnegie Mellon University's DeepResearchGym benchmark (May 2025), ahead of Perplexity Deep Research and OpenAI Deep Research. Unlike those products, GPT Researcher is open source: you control the LLM, the retriever, and the deployment.
Is this your brand?
The exact fixes for GPT Researcher
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gptr-dev
Cite this score: Engagemii (2026). "AEO Score for GPT Researcher." Retrieved from https://engagemii.com/aeo/brands/gptr-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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