AnswerThis GTM brain

category

market profile

• text: Researchers face large literature volumes, fragmented writing and reference tools, and the need to verify AI citations.
• text: The product serves individual academic researchers and extends to pharma, CRO and institutional research teams.

personas

• title: Graduate student or academic researcher
  pains:

  • Screening literature for a thesis or review takes weeks.
  • Must verify citations and keep a personal library organized across tools.
• title: Clinical researcher or systematic review lead
  pains:

  • Needs a reproducible search and screening trail and defensible citations.
  • Manual paper screening and synthesis slow evidence reviews.
• title: Biopharma evidence or research team lead
  pains:

  • Research teams must assemble and update evidence from papers and trial sources.
  • Collaborators lose context when search, drafting and references are disconnected.

icp

• text: Universities, research labs and individual graduate students producing literature reviews and academic manuscripts.
• text: Biopharma, health economics and outcomes research teams and CROs conducting systematic reviews or trial landscape analysis.

message pillars

• text: Accelerate discovery across a large scientific corpus.
• text: Make source verification part of the workflow.
• text: Keep drafting, annotation and collaboration together.

objections

• objection: AI may hallucinate references or misrepresent evidence.
  response: Inspect the cited passage and independently verify every claim before using it in a review.
• objection: A systematic review needs reproducible screening.
  response: Evaluate the documented search and screening trail against the team's protocol and reporting requirements.
• objection: I already use a reference manager.
  response: Evaluate library syncing with Zotero or Mendeley on an existing project before migrating a workflow.

competitors

• name: Elicit
  why: AI literature review and evidence extraction.
• name: Consensus
  why: Scientific search and cited answers.
• name: SciSpace
  why: AI-assisted paper discovery and research workflows.
• name: Scite
  why: Citation context and research discovery.

influencers

• name: Ryan McCarroll
  url: https://www.linkedin.com/posts/ryan-mccarroll-_absolutely-delighted-to-announce-that-ayush-activity-7378577726779314176-nAZi
  why: Co-founder sharing the company's YC story and research mission.
• name: Ayush Garg
  url: https://www.globenewswire.com/news-release/2025/08/07/3129533/0/en/answerthis-io-launches-unified-ai-platform-for-researchers-discovery-analysis-and-synthesis-in-one-tool.html
  why: Founder with a scientific literature and research background.

keywords

• AI literature review
• systematic review AI tool
• research paper search AI
• citation verification tool
• research gap finder
• scientific research assistant
• PRISMA screening software

voice

• research-focused
• assured and accessible
• evidence-oriented

signals

• text: A lab starting a systematic review or preparing a dissertation faces immediate literature screening and citation work.
• text: A pharma or CRO team expanding evidence synthesis and trial landscape work may need a shared research workflow.

stack

• Zotero
• Mendeley

hiring

• Growth Lead | Paid Acquisition + SEO/AEO

pricing

motion

channels

• SEO
• LinkedIn
• referrals
• press
• self-serve signup

confidence

Founders

• name: Ayush Garg
  title: Founder/CEO
  role: CEO
  bio: Founder @ AnswerThis. Deeply passionate about accelerating humanity's scientific progress (and GTM & Tech!)
• name: Ryan McCarroll
  title: Founder/CMO
  role: Founder
  bio: I’m Ryan McCarroll, CMO and co-founder of AnswerThis. I grew up in Northern Ireland and have built and scaled multiple ventures until joining AnswerThis. Speed up humanity's progress and research with stellar speed and accuracy with AnswerThis!