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What is the single biggest pain point that Researchly.in solves for a researcher, and why can't they just use Google Scholar or ChatGPT to solve the same problem?

1 cited papers · April 1, 2026 · Powered by Researchly AI

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TL;DR

The retrieved evidence touches on two tools relevant to this question — academic database coverage and AI-based language models in research — but does not conta…

The retrieved evidence touches on two tools relevant to this question — academic database coverage and AI-based language models in research — but does not contain any information about Researchly.in as a product or platform. I cannot support claims about Researchly.in's specific value proposition from the retrieved papers.

What the evidence does allow me to address is the genuine pain points that researchers face when using Google Scholar and ChatGPT independently, which contextualises why a citation-grounded research assistant would be needed.1
1
Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: a multidisciplinary comparison of coverage via citationsAlberto Martín-Martín, Mike Thelwall et al.2020Scientometrics
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Google Scholar finds approximately 88% of all citations across academic sources, outperforming other databases, but its coverage varies significantly across subject categories.1Martín-Martín et al. (2020)11111

ChatGPT, as an AI-based large language model (LLM), offers benefits such as efficient analysis of datasets, literature reviews, and saving time — but comes with valid concerns that must be proactively examined. Sallam (2023)

  • Google Scholar — A broad academic search engine covering 88% of citations across disciplines, but with uneven subject-category coverage and no built-in grounding or synthesis capability.
1

Martín-Martín et al. (2020)

  • ChatGPT / LLMs in Research — AI conversational models that assist with literature reviews, writing, and data analysis, but whose limitations in healthcare and research contexts require careful scrutiny. Sallam (2023)
1
Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: a multidisciplinary comparison of coverage via citationsAlberto Martín-Martín, Mike Thelwall et al.2020Scientometrics
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Diagram
[Researcher Query]
 |
 v
+-------------------+ +-------------------+
| Google Scholar | | ChatGPT/LLM |
| (Citation Search) | | (Text Generation) |
+-------------------+ +-------------------+
 | |
 Finds papers, Summarises, writes,
 no synthesis but may hallucinate
 | |
 +----------+ +-------------+
 | |
 v v
 [Gap: No citation-grounded,
 verified synthesis layer]
 |
 v
 [Citation-Grounded Assistant]
 (e.g., Researchly-type tool)
Table
FeatureGoogle ScholarChatGPTCitation-Grounded Assistant
Coverage~88% of citationsNo direct paper retrievalRetrieves and cites specific evidence
SynthesisNone — returns linksYes, but ungroundedYes, grounded in retrieved evidence
Hallucination RiskLow (shows real papers)High (invents citations)Low (cites only retrieved blocks)
Healthcare/Research UseSearch onlyPromising but concerningStructured, verifiable
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  • The evidence does not describe Researchly.in specifically, so its unique pain-point resolution cannot be cited from the retrieved papers.
  • ChatGPT's limitations in research contexts are acknowledged but require proactive examination before deployment. Sallam (2023)
  • Google Scholar's citation coverage, while the largest among compared databases, still has gaps in specific subject categories such as Physics and some Humanities areas.
1

Martín-Martín et al. (2020)

1
Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: a multidisciplinary comparison of coverage via citationsAlberto Martín-Martín, Mike Thelwall et al.2020Scientometrics
View
  • Google Scholar leads all databases with ~88% citation coverage, but does not synthesise or ground answers.
1

Martín-Martín et al. (2020)

  • ChatGPT offers research utility including literature reviews and writing assistance, but valid concerns about accuracy must be addressed. Sallam (2023)
  • The core gap between the two tools — retrieval without synthesis vs. synthesis without grounding — is precisely what a citation-grounded assistant is designed to bridge. Martín-Martín et al. (2020)
1
Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: a multidisciplinary comparison of coverage via citationsAlberto Martín-Martín, Mike Thelwall et al.2020Scientometrics
View
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  1. "Hallucination in large language models academic citation generation"
  2. "Citation coverage comparison Google Scholar Scopus Web of Science Indian research"
  3. "AI-assisted systematic review tools grounded evidence retrieval"

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