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Scholara
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. Two-thirds of websites are invisible to them. Scholara just got measured.
7/10 means Scholara is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Scholara
AI-powered systematic review and evidence synthesis platform for researchers.
Key Topics
Details
Category: Technology
scholara.aiAI Visibility Breakdown
9
Structured Data
9
Content Structure
5
Entity Clarity
8
E-E-A-T Signals
6
Technical AEO
7
AI Discoverability
Frequently Asked Questions
How much usage do I get on each plan?
Free supports a small evaluation review (~200 abstracts and ~50 PDFs per day). Starter handles a typical solo SR (~1,000 abstracts per day). Pro covers power-user workflows at ~3,000 abstracts per day. Team scales to ~5,000 abstracts per day for multi-seat labs, plus shared workspaces and data privacy. Limits reset on rolling 24-hour windows.
What is Scholara?
Scholara is an AI-powered platform that automates the systematic review process end-to-end — from structuring your research question and building PubMed search strategies, through screening thousands of abstracts, to running meta-analyses with forest plots.
How is Scholara different from Covidence, Rayyan, or other screening tools?
Most tools only handle one piece of the pipeline (usually screening). Scholara covers the entire workflow from PICO extraction, to MeSH-based search strategy building with live PubMed result previews, triple-AI screening with consensus voting, data extraction, RoB2 quality assessment, and statistical meta-analysis, all in one place.
How does the AI screening work?
Each article is independently evaluated by three AI agents. They vote on inclusion or exclusion using majority consensus. When agents disagree, the article is flagged for your manual review. You can see each agent's reasoning and confidence score.
Why three AI agents for screening instead of one?
A single agent can have blind spots. By using three independently developed agents and requiring consensus, Scholara reduces the risk of incorrectly excluding relevant studies, which is the most critical error in a systematic review.
Does Scholara follow PRISMA guidelines?
Yes. The platform is structured around PRISMA and can generate flow diagrams automatically based on your review's actual screening numbers.
How long does a review take with Scholara?
It depends on scope, but reviews that traditionally take 3–6 months can often be completed in days. The AI handles the bulk of screening and extraction while you focus on critical decisions.
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on May 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scholara-ai
Cite this score: Engagemii (2026). "AEO Score for Scholara." Retrieved from https://engagemii.com/aeo/brands/scholara-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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