13
Sections
Plus a 14th when you ask a question
Live
Research
Searched at generation time
Rated
Confidence
High, medium or low, with reasons
4
Exports
PDF · Word · PowerPoint · CSV
Three inputs. One document.
- 01
Name the company.
No prompt to write. Add your own company if you want the brief written from your side.
- 02
Pick the brief type.
Seven types, each written for a different reader and decision.
- 03
Read, check, export.
13 sections, a confidence rating and a raw data appendix. Export to PDF, editable Word or PowerPoint.
Read three real briefs.
Three public companies in three sectors, each delivered in a different format. Each brief was generated by CompEdge and fact-checked against the company’s filings and releases.
What’s inside every brief.
Every brief has 13 sections, plus a 14th that answers your own question when you ask one. A raw data appendix sits behind all of them.
- 01
Market Context
Market size, growth rates, regulation, and the forces shaping competition in this industry.
- 02
Executive Summary
A five-point summary written for board presentations and decision-makers.
- 03
Company Snapshot
Leadership, founding timeline, headcount, product lines, geographic footprint and key milestones.
- 04
Financial Health
Revenue, margins, EBITDA, valuation history, funding rounds, and burn rate indicators sourced from filings and databases.
- 05
Recent Moves
A timeline of significant moves in the last 12 months: launches, pivots, hires and partnerships.
- 06
Business Model
How the company makes money: revenue streams, unit economics, pricing, customer acquisition and competitive moat.
- 07
Strengths
Evidence-backed competitive advantages. Each strength cites a specific data point, figure, or verifiable proof.
- 08
Weaknesses
Structural and operational weaknesses, and the gaps a competitor could exploit.
- 09
Competitive Positioning
How it positions against the field: messaging, pricing tier, ICP overlap, geographic focus and open white space.
- 10
Strategic Implications
Direct recommendations for your pricing, product roadmap, go-to-market and hiring, written for your company.
- 11
Watch Areas
Near-term and medium-term signals to monitor: regulatory filings, hiring surges, geographic expansion, and product roadmap.
- 12
Threat Score
A threat rating from 1 to 10, with a written rationale for the risk level and where it is heading.
- 13
Analyst Note
Data confidence score, source quality assessment, known gaps, and explicit caveats on what requires independent verification.
- 14
Specific QuestionOptional
Direct evidence-based answer to your strategic question. Short answer, supporting evidence, confidence caveat, and recommended action.
01Market Context
Market size, growth rates, regulation, and the forces shaping competition in this industry.
02Executive Summary
A five-point summary written for board presentations and decision-makers.
03Company Snapshot
Leadership, founding timeline, headcount, product lines, geographic footprint and key milestones.
04Financial Health
Revenue, margins, EBITDA, valuation history, funding rounds, and burn rate indicators sourced from filings and databases.
05Recent Moves
A timeline of significant moves in the last 12 months: launches, pivots, hires and partnerships.
06Business Model
How the company makes money: revenue streams, unit economics, pricing, customer acquisition and competitive moat.
07Strengths
Evidence-backed competitive advantages. Each strength cites a specific data point, figure, or verifiable proof.
08Weaknesses
Structural and operational weaknesses, and the gaps a competitor could exploit.
09Competitive Positioning
How it positions against the field: messaging, pricing tier, ICP overlap, geographic focus and open white space.
10Strategic Implications
Direct recommendations for your pricing, product roadmap, go-to-market and hiring, written for your company.
11Watch Areas
Near-term and medium-term signals to monitor: regulatory filings, hiring surges, geographic expansion, and product roadmap.
12Threat Score
A threat rating from 1 to 10, with a written rationale for the risk level and where it is heading.
13Analyst Note
Data confidence score, source quality assessment, known gaps, and explicit caveats on what requires independent verification.
14Specific QuestionOptional
Direct evidence-based answer to your strategic question. Short answer, supporting evidence, confidence caveat, and recommended action.
Built for the documents buyers pay for.
Each brief type is written for a different deliverable: competitive intelligence, due diligence, market entry or executive strategy.
Also available: General Strategic Brief, M&A Target Assessment, Client Advisory Brief.
A first draft you can check, not a black box.
Every brief shows where each figure came from, rates its own confidence, and says plainly what it could not find. Verify what matters, then put it to work.
- $450 MillionSeries H, Oct 2025
Every figure carries its provenance
You can see at a glance what is audited, what is estimated and what is inferred, without opening the appendix.
- MEDIUM confidence
Every brief rates itself
HIGH, MEDIUM or LOW against published rules. It tells you plainly when a company’s public record is too thin to be confident about.
Every claim shows its working
Sources behind the analysis, listed. Inference is never presented as confirmed fact, and gaps are reported as findings rather than smoothed over.
Built for people who check the source.
Two early users, quoted with permission.
The level of detail and accuracy in these briefs is outstanding. The financial data structuring and competitive positioning analysis are usually what takes my team days to compile. These reports are ready to ship to partners with virtually zero modification.
As an ACCA affiliate, I’m incredibly critical of AI-generated financial context. CompEdge is the first tool I’ve used that actually understands what matters in a competitive landscape. The raw data appendix and clear sourcing provide the exact audit trail our industry requires.
Priced against a billable hour.
Less than an hour of a researcher's time per brief. Pay per brief or go Pro. No sales call, no contract.
Single brief
Try it on a company you actually need. No subscription.
- One full brief: 13 sections, plus your own question
- Charts, threat score and confidence rating
- PDF, Word and PowerPoint export
- Raw-data appendix, each figure tagged by source type
5-brief pack
For a competitor set or a deal. Saves 25% on singles.
- Five full briefs, used whenever you like
- Credits never expire
- Every brief type
- PDF, Word and PowerPoint export
Pro
20 briefs a month for people who research every week.
- 20 briefs every month
- Every brief type, including due diligence
- Unused pack credits still apply
- Cancel anytime
A brief that fails to generate doesn’t use a credit. If one generates but isn’t usable, we’ll regenerate it or return the credit.
Secure checkout. Taxes are calculated at checkout where they apply. Unused credits and your first Pro payment are refundable within 14 days, and you can cancel Pro at any time.
Questions.
Still deciding?
Read the complete SoFi Technologies brief CompEdge wrote, free and with no sign-in.
Read the sample briefWhat do I get in a brief?
The same 13 structured sections for every company, a 14th if you ask a specific question, and a Raw Data Appendix. Charts are drawn from the brief's own data, and you can export it as a PDF, an editable Word document or a PowerPoint deck.
How is payment handled?
Payments are made through secure checkout, by card or wallet. Any applicable taxes are calculated at checkout, and you receive a receipt for every purchase. Your credits or Pro plan are added to your account once the payment is complete. Prices are in US dollars: $12 for one brief, $45 for five, or Pro at $39 a month or $390 a year for 20 briefs a month.
Can I get a refund?
Yes. Unused credits and your first Pro payment are refundable in full within 14 days of purchase. Simply email compedge@nayrix.com from the address on your account. A brief that fails to generate is never charged, and if a brief generates but is not usable, let us know and we will gladly regenerate it or return the credit.
Is my data private?
Yes. Every brief you create is saved privately to your account, so you can reopen it from History whenever you need it. Only you can see your briefs, and you can delete any of them at any time. We never sell your personal information or use your briefs to train AI models.
How accurate are reports?
Briefs are written by AI and can contain mistakes. Check important facts before you rely on them. To help you check, each brief is researched live on the web when you generate it and carries one overall confidence rating, HIGH, MEDIUM or LOW, set against published rules. Figures carry their provenance inline, and anything the research could not find is reported in the appendix rather than dropped.
Can I use reports for client delivery?
Yes, briefs are designed for client work. Each brief is a first draft that shows its sources and confidence level, so you can see what to check before it reaches a client. If you would like custom formatting or your own branding on exports, we would be glad to hear what you need at compedge@nayrix.com.
Who built this?
CompEdge is built by Nayrix Software Solutions. Learn more on our About page.