An honest comparison of three ways to get market knowledge: speed, price, evidence, and output format. Including cases where you do not need Segmentable.
| Consultant / agency | ChatGPT | Segmentable | |
|---|---|---|---|
| Time | 6-8 weeks | minutes | ~2 hours of autonomous assembly |
| Price | $4K-64K | ≈ $0 | from $79 · analyses from $12 |
| Evidence | high, but static | no sources | every number → source with trust score |
| Structure | consultant methodology | essay without structure | 12 model layers · 200,000+ plays |
| Freshness | ages from the moment it is printed | training cutoff | assembled at project time + updates |
| Result format | PDF and slides | chat text | working system + PDF + launch materials |
| Board defense | yes | no | yes — click-through to source |
| Project comparability | depends on the team | no | unified methodology — projects are comparable |
Segmentable formula: ChatGPT speed × consultant-level evidence × 10 times cheaper than an agency. You no longer have to choose between fast, evidence-based, and affordable.
You need in-depth interviews with a closed audience, political facilitation between stakeholders, or an industry with closed data. A good consultant is irreplaceable as a person — Segmentable gives them structure and data, saving weeks.
Draft thoughts, rehearse wording, brainstorm when the cost of error is low. As soon as the result must be defended or money depends on it, the black box stops working.
Launch, growth, new market, idea defense — any decision that needs structure, evidence, and speed at once. ChatGPT speed × consultant-level evidence × 10 times cheaper.
I have been in the market for 15 years, and I was surprised that Segmentable does the same work in minutes.
Take a real question to the market and get a source-backed answer in an evening, in parallel with any other approach.
Free registration · no card or calls · analyses from $12
When you need industry-specific experience, field interviews, and judgment beyond open data — with a budget from a million. The verifiable factual base for that judgment is still faster to assemble here.
For drafting thoughts and brainstorming when mistakes cost nothing. Once money or defense is on the line, you need sources — which a chat does not provide.
Yes, a frequent scenario: the market model is assembled here, and a consultant or your team works on top of it — arguing about decisions, not facts.
Collecting and structuring open data is automated: what takes an analyst weeks, the system does in hours. People stay where they are irreplaceable — in decisions.
