AI-generated market research reports, with the sources attached
Unum11 is an AI market research report generator. It produces a full written report — HTML, PDF and slides — where each figure carries the evidence state that produced it.
What is AI market research report generator?
Unum11 generates a complete market research report on a named company: market context, competitive position, financial profile, buyer psychographics, an agent-based demand simulation, and ranked recommendations. Output is HTML, PDF, PPTX and CSV, plus a JSON trace of every decision the run made. Typical length is 4,000 to 9,400 words.
The job this does
Get a written, sourced market and company report without commissioning one.
What you get
- 136 named fields resolved per company, each stamped with one of 4 evidence states
- An agent simulation — the largest run modelled 40,200 personas making 2,046,200 choices
- A written report of 4,000–9,400 words across 9–19 sections, plus PDF, PPTX and CSV
- A JSON trace of every request, model reply and decision the run made
- A documented-gap chapter stating what the research could not establish
How good is it, measured?
Every report is graded on a 1000-point rubric across 9 categories. Across 6 companies the median is 848 and the best is 887. The full benchmark is published with per-category scores and a machine-readable dataset, including the weakest category rather than an average that hides it.
| Company analysed | Entity scale | Score | Words | Citations |
|---|---|---|---|---|
| Digerati Technologies, Inc. | Small-cap public | 887 | 8,176 | 29 |
| KORU Medical Systems, Inc. | Small-cap public | 886 | 6,630 | 82 |
| Xenetic Biosciences, Inc. | Small-cap public | 849 | 3,969 | 9 |
| Edible Garden AG Inc | Small-cap public | 846 | 9,367 | 71 |
| Granite Construction Incorporated | Global enterprise | 817 | 4,296 | 17 |
| Peppers Cantina | Local SMB | 750 | 2,799 | 37 |
When Unum11 is the wrong tool
Named specifically, because a page that claims everything is worth quoting on nothing. If your job is in this table, buy the other thing.
| If you need | Use | Why not Unum11 |
|---|---|---|
| Continuous competitor tracking and battlecards | Klue, Crayon | These monitor named competitors continuously and push updates to sales teams. Unum11 runs once against one company and stops; its competitive-position section is the shortest section it writes. |
| Web traffic and digital-channel estimates | Similarweb, Semrush | Unum11 resolves a digital-footprint field but does not estimate traffic, keyword share or ad spend, and will mark those as documented gaps. |
| Private-company financials and ownership data | PitchBook, Crunchbase | Unum11 reads public filings. On a private company with no public record, most financial fields resolve to documented gaps — correctly, and unhelpfully. |
| Real-time answers in a conversation | A general assistant | A deep Unum11 run holds an eight-hour budget. It is a written deliverable, not a chat turn. |
| A named partner accountable for the recommendation | A consulting firm | Unum11 produces a document. Nobody is on the hook if the advice is wrong. |
Is Unum11 good at AI market research?
Measured on its own rubric across 6 companies, Unum11 reports score a median of 848 out of 1000, best 887. That benchmark is self-administered and published in full, including its weakest category. Unum11 is not the right tool for continuous competitor tracking, private-company financials, or real-time answers.
Also known as
This page covers what people also call AI market research report, automated market research, AI research report generator, AI report writing tool, automated business report generator.
Related: what Unum11 is · how it works · inside a report · benchmark · pricing. Figures measured .